From 5f63820adf7b2a91e7c08a50da2dc19436ae4694 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Carlos=20A=2E=20Michel=C3=A9n=20Str=C3=B6fer?= Date: Mon, 1 Apr 2024 09:54:01 -0600 Subject: [PATCH 01/37] Update CONTRIBUTING.md to indicate PRs should be to the new `dev` branch From dfd63aba8db6e4473170ffb3d9febfce9a95d91b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Carlos=20A=2E=20Michel=C3=A9n=20Str=C3=B6fer?= Date: Mon, 1 Apr 2024 09:57:08 -0600 Subject: [PATCH 02/37] Update RELEASING.md to reflect new workflow with the `dev` branch From 51d85a90d6ec5e0ba9f4d4b36028f1cb7cf3a7ac Mon Sep 17 00:00:00 2001 From: Ryan Coe Date: Tue, 2 Apr 2024 14:03:02 -0600 Subject: [PATCH 03/37] update docstrings (#326) From 44cb872bbe8137188f4d57f052e44ea63bbe7f53 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Carlos=20A=2E=20Michel=C3=A9n=20Str=C3=B6fer?= Date: Tue, 2 Apr 2024 15:26:11 -0600 Subject: [PATCH 04/37] damping naming and consistently change radiation damping (#328) From 7fc69020eacf440d7c672fe1cac188561c5b87ce Mon Sep 17 00:00:00 2001 From: Ryan Coe Date: Wed, 3 Apr 2024 08:20:39 -0600 Subject: [PATCH 05/37] actually test power solution for irregular wave (#327) --- tests/test_integration.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_integration.py b/tests/test_integration.py index 9e60a1150..739956d0d 100644 --- a/tests/test_integration.py +++ b/tests/test_integration.py @@ -363,7 +363,7 @@ def test_unstructured_controller_long_crested_wave(self, Fex = res_fd[0].force.sel( type=['Froude_Krylov', 'diffraction']).sum('type') power_optimal = (np.abs(Fex)**2/8 / np.real(hydro_impedance.squeeze()) - ).squeeze().sum('omega').item() + ).squeeze().sum('omega').item() assert power_sol == approx(power_optimal, rel=1e-2) From 7f03d9b8339924ff751fb89fcaa0aa1573f3b14d Mon Sep 17 00:00:00 2001 From: Daniel Gaebele <86246113+dtgaebe@users.noreply.github.com> Date: Wed, 3 Apr 2024 14:00:35 -0700 Subject: [PATCH 06/37] issue 321 fd_to_td() bug (#329) * bug bix : DC and Nyquist frequency should not be devided by two before ifft * Changed td_to_fd to scale single sided frequency components rather than TD signal * minor bug fix from issue332 #332 From 92d5710a58e84f218e02b1b01302ddbb7878412f Mon Sep 17 00:00:00 2001 From: Ryan Coe Date: Wed, 3 Apr 2024 15:27:45 -0600 Subject: [PATCH 07/37] nodf -> ndof (#334) From a5920e8aa3d45c1445228bbb4e939dbd95c2b17e Mon Sep 17 00:00:00 2001 From: Ryan Coe Date: Wed, 3 Apr 2024 15:42:05 -0600 Subject: [PATCH 08/37] add DOI for Daniel's paper (#336) From 35ad528dedd86b2a9ef7a1c1365ace20dc42edae Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Mon, 6 May 2024 19:17:44 -0600 Subject: [PATCH 09/37] Lower tolerance for new test to fix CI failing occasionally From aa128ea1a090de834855db9b9b2e834fd27efd4f Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Wed, 8 May 2024 14:00:26 -0600 Subject: [PATCH 10/37] hyperlinks no longer have formatting, plus other small adjustments (#348) From d1e7af1102e8b32f090eb32ee5367f1dc860ec04 Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Thu, 9 May 2024 08:36:37 -0600 Subject: [PATCH 11/37] Merge to dev, not main (#349) From dc69497de0b3eba3bff33e7c9a87f137c487dbc8 Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Tue, 14 May 2024 21:09:19 -0400 Subject: [PATCH 12/37] Dev version of documentation site (#347) * added initial file changes based on sphinx_multiversion docs and WEC-Sim implementation * removed sphinx-multiversion since it is no longer supported and made manual multiversion * now uses absolute paths, commented out linkcheck for debugging * fixed docstring errors in utilities module * updating files again that somehow got reverted * fixing path in conf.py * don't run tutorials (will revert later) * handle file moves correctly, fixed if statement to make other versions appear * fixed two bugs in versions template * reverted temp changes, changes latest to main * switched latest to main * main branch now in root directory of pages * fixed URLs with change from last commit * make other branches visible before building * switched main branch tag for more testing * fixed typo * switched dev branch to an existing branch * renamed main to latest, changed version.html file name to avoid confusion * added prints about moving files so Sphinx output isn't misleading * fixed typo with quotations * changed versions.html name back because that broke things I guess * modified contributing documentation to reflect changes * add logic to remove duplicate 'latest' branch * Fixed pathing when already on latest * remove typo * Troubleshooting complete, switching back to correct branches for deployment * Removed extra word in docstring * removed redundant function * fixed pathing so returns to same file (and fixes tutorial/API docs) * changed latest branch for demonstration * switched back latest branch for deployment From a5c26dc683096766b9899a30d5a5ad35558fed77 Mon Sep 17 00:00:00 2001 From: mcdevin Date: Wed, 15 May 2024 06:59:38 -0600 Subject: [PATCH 13/37] updated with new Capytaine docs URL From 0f2000cbf62becc5d675f217d7458068f34311a4 Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Wed, 15 May 2024 11:07:44 -0600 Subject: [PATCH 14/37] Add warnings when adding inertia and hydrostatic stiffness automatically (#346) From 5988d9f8d3602cffc7df9de5f8c3a82ba44f3f01 Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Thu, 13 Jun 2024 13:33:04 -0600 Subject: [PATCH 15/37] CI workflow cleanup (#352) * removed conda environment from workflows since newer capytaine/wavespectra work with Windows * fixed unnecessary capitalization * still create CI conda environment to fix Mac environment failures * added conda env fully back in, push workflow deploys docs, split PR workflow * conda environment activates again * mambaforge instead of miniforge * manual cache reset * reset to older version of setup-miniconda to troubleshoot From ab6ad78e1a69499a913e7e0af9f269a002570bbc Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Fri, 21 Jun 2024 11:45:04 -0600 Subject: [PATCH 16/37] Specify NumPy version <2.0 since it breaks autograd --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 824dfd1f7..807710977 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta" [project] name = "wecopttool" -version = "3.0.1" +version = "3.0.0" description = "WEC Design Optimization Toolbox" readme = "README.md" authors = [ From 0b9304563ff3f670f77c0b6fdb61441eb170cf35 Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Fri, 2 Aug 2024 10:23:49 -0600 Subject: [PATCH 17/37] remove realization dimension if it exists (#365) --- wecopttool/core.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/wecopttool/core.py b/wecopttool/core.py index 10a97cd9d..40ca2a1be 100644 --- a/wecopttool/core.py +++ b/wecopttool/core.py @@ -758,6 +758,11 @@ def solve(self, _log.info("Solving pseudo-spectral control problem " + f"for realization number {realization}.") + try: + wave = wave.squeeze(dim='realization') + except KeyError: + pass + # objective function sign = -1.0 if maximize else 1.0 From 9e55214a9d190c4e0d37d31ae6dbe0a5e3380b6d Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Fri, 2 Aug 2024 15:43:21 -0600 Subject: [PATCH 18/37] Update pyproject.toml --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 807710977..9b9440e73 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta" [project] name = "wecopttool" -version = "3.0.0" +version = "3.0.2" description = "WEC Design Optimization Toolbox" readme = "README.md" authors = [ From 362b78c219b0977c61fcdf27a3b624ed8826287f Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Tue, 13 Aug 2024 13:09:27 -0600 Subject: [PATCH 19/37] Pioneer tutorial updates (empirical impedance model and nonlinear spring) (#362) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Update CONTRIBUTING.md to indicate PRs should be to the new `dev` branch * Update RELEASING.md to reflect new workflow with the `dev` branch * Set Default uniform_shift to False (#313) * Make uniform shift default false and fix test_core * Allow for non-uniform shift for impedance * update docstrings (#326) * damping naming and consistently change radiation damping (#328) * run CI + codeQL on dev PRs/pushses * Fix test failures (#330) * fix tests * fix pioneer * actually test power solution for irregular wave (#327) * Update test_integration with new scaling (#333) * Phase Realizations Demo and Docs (#315) * Pioneer tutorial realizations demo Add frequency array and realization study to beginning of pioneer tutorial * Update pioneer * Clean pioneer and update docs * remove print * Units * Update pioneer plots * Waves before frequencies * Explain less frequencies * Minor updates * Update pioneer * Merge branch 'dev' of https://github.com/sandialabs/WecOptTool into phases_demo * issue 321 fd_to_td() bug (#329) * bug bix : DC and Nyquist frequency should not be devided by two before ifft * Changed td_to_fd to scale single sided frequency components rather than TD signal * minor bug fix from issue332 #332 * nodf -> ndof (#334) * add DOI for Daniel's paper (#336) * Tutorial cleanup (#339) * run CI on PRs against dev branch * revamped tutorial 1, including fix for #293 * more tutorial cleanup and editorial changes * more cleanup and incorporated changes in #315 * fixed tutorial 2 colormaps * finishing touches * reverted a few accidental changes * fixes as per Jeff's review comments --------- Co-authored-by: Ryan Coe * Utils dev - replaces old utilities PR (#343) * run CI on PRs against dev branch * coppied fundamental utility files * import utilities module * added utilities funtions to tut1 * added bem plot from utils * added bem plot from utils * updated sankey plot * updated check_radiation_damping * cleared outputs * corrected bug * changed Zi to hydro_impedance to be consistent with our variables name python convention * PR review edits * add grid to plots * removed draft functions in utilities.py * typo * Fixed one more typo I found while reviewing Daniel's changes --------- Co-authored-by: Ryan Coe Co-authored-by: Michael Devin * Post process docstrings; use loops for multiple realizations (#337) * post_processing docstrings - examples - parameters (order) * handle multiple phase realizations internally * Update wecopttool/core.py * making outputs lists * Update implementation to function with tutorial 1 for now * Update tutorials * Update LUPA * Make sure same WEC is passed in * Add test_utilities Revert "Add test_utilities" This reverts commit 27399f03320f2c69fcb641e1496521b40c4a9d0b. * Update utilities module * Update utilities * Update test_utilities * Update tutorial 1 utilities call --------- Co-authored-by: Carlos A. Michelén Ströfer Co-authored-by: Carlos A. Michelén Ströfer Co-authored-by: jtgrasb Co-authored-by: jtgrasb <87095491+jtgrasb@users.noreply.github.com> * v3.0.0 * Lower tolerance for new test to fix CI failing occasionally * hyperlinks no longer have formatting, plus other small adjustments (#348) * Merge to dev, not main (#349) * Dev version of documentation site (#347) * added initial file changes based on sphinx_multiversion docs and WEC-Sim implementation * removed sphinx-multiversion since it is no longer supported and made manual multiversion * now uses absolute paths, commented out linkcheck for debugging * fixed docstring errors in utilities module * updating files again that somehow got reverted * fixing path in conf.py * don't run tutorials (will revert later) * handle file moves correctly, fixed if statement to make other versions appear * fixed two bugs in versions template * reverted temp changes, changes latest to main * switched latest to main * main branch now in root directory of pages * fixed URLs with change from last commit * make other branches visible before building * switched main branch tag for more testing * fixed typo * switched dev branch to an existing branch * renamed main to latest, changed version.html file name to avoid confusion * added prints about moving files so Sphinx output isn't misleading * fixed typo with quotations * changed versions.html name back because that broke things I guess * modified contributing documentation to reflect changes * add logic to remove duplicate 'latest' branch * Fixed pathing when already on latest * remove typo * Troubleshooting complete, switching back to correct branches for deployment * Removed extra word in docstring * removed redundant function * fixed pathing so returns to same file (and fixes tutorial/API docs) * changed latest branch for demonstration * switched back latest branch for deployment * updated with new Capytaine docs URL * Add warnings when adding inertia and hydrostatic stiffness automatically (#346) * Add data and update tutorial 4 * CI workflow cleanup (#352) * removed conda environment from workflows since newer capytaine/wavespectra work with Windows * fixed unnecessary capitalization * still create CI conda environment to fix Mac environment failures * added conda env fully back in, push workflow deploys docs, split PR workflow * conda environment activates again * mambaforge instead of miniforge * manual cache reset * reset to older version of setup-miniconda to troubleshoot * Specify NumPy version <2.0 since it breaks autograd * v3.0.1 (#360) * Revert "v3.0.1 (#360)" (#361) This reverts commit f79ff8b97bde9c674b921a526ce261db4f8f299b. * Update pyproject.toml * Update pioneer tutorial with nl spring and empirical model * Clear outputs * Consolidate empirical data and fix small issues * Remove consolidation file --------- Co-authored-by: Carlos A. Michelén Ströfer Co-authored-by: Ryan Coe Co-authored-by: Daniel Gaebele <86246113+dtgaebe@users.noreply.github.com> Co-authored-by: Michael Devin Co-authored-by: Carlos A. 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z!nswwj;W`f*VbjV)ro=6nEIac9<~%4`Dr#V^}gWcmn#m_82XZ_zmexunX-O( zn1nZsye+)8^+AGdds-N|-|_-Dn`gb+`<9Xa9j_wv#5B8o@0fPH=Q%tnwLiT7J=2~K zyn^X1Hqyx-n0B@D4F2e4&Ogw~w6BeK&}58p?!h*uogaC@l zf$j%ch`io9HMvR_XuFbwlfTD0I?k2@x?kj=VSK+S#3MPN?OGlNx1~=!>Lm|!Kgol~ zDO2m2kL7{3Lj~9oaLqzqpa68gDZmX)PqXYA1)%*%5#*~HO?-S5f$m2|Fppn0w);~> zpzT%(7CChtoj*qj=zdj#6N*WCLA6Ri`;js{Kd(2kzppaT{j3awq6)Py*C_*S=PEGE qXzGwf^HhNDcNN(Fs%DVZGZn_~I|CjWsAvSQcc_o)I+m%Azy1fO&zEQb literal 0 HcmV?d00001 diff --git a/examples/tutorial_4_Pioneer.ipynb b/examples/tutorial_4_Pioneer.ipynb index d7aa24dcd..45cc13b2f 100644 --- a/examples/tutorial_4_Pioneer.ipynb +++ b/examples/tutorial_4_Pioneer.ipynb @@ -38,6 +38,8 @@ "import autograd.numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.linalg import block_diag\n", + "import xarray as xr\n", + "from math import comb\n", "\n", "import wecopttool as wot\n", "\n", @@ -70,8 +72,11 @@ "outputs": [], "source": [ "fend = 1.875\n", - "nfreq = 150\n", - "f1 = fend / nfreq" + "nfreq_irreg = 150\n", + "f1_irreg = fend / nfreq_irreg\n", + "\n", + "f1_reg = .325/2\n", + "nfreq_reg = 12" ] }, { @@ -82,18 +87,17 @@ "source": [ "# regular\n", "amplitude = 0.15\n", - "wavefreq = 0.35\n", - "waves_regular = wot.waves.regular_wave(f1, nfreq, wavefreq, amplitude)\n", + "wavefreq = 0.325\n", + "waves_regular = wot.waves.regular_wave(f1_reg, nfreq_reg, wavefreq, amplitude)\n", "\n", "# irregular\n", "Hs = 1.5\n", "Tp = 5 \n", - "\n", "nrealizations = 2\n", "\n", "fp = 1/Tp\n", "spectrum = lambda f: wot.waves.pierson_moskowitz_spectrum(f, fp, Hs)\n", - "efth = wot.waves.omnidirectional_spectrum(f1, nfreq, spectrum, \"Pierson-Moskowitz\")\n", + "efth = wot.waves.omnidirectional_spectrum(f1_irreg, nfreq_irreg, spectrum, \"Pierson-Moskowitz\")\n", "waves_irregular = wot.waves.long_crested_wave(efth, nrealizations=nrealizations)" ] }, @@ -177,21 +181,35 @@ "outputs": [], "source": [ "buoy_props = {\n", - " 'CG': 0.242, # m\n", + " 'CG': 0.298, # m\n", " 'MOI': 7484., # kg-m^2\n", " 'Resonance frequency': 0.35, # Hz\n", "}\n", "\n", - "flywheel_props = {\n", - " 'MOI': 25, # kg-m^2\n", - " 'Coulomb friction': 2.0, # N-m\n", - " 'Viscous friction': 0.02, # N-m/rad\n", - " 'Gear ratio': 3, # -\n", + "# flywheel properties at example resonance\n", + "flywheel_properties = {\n", + " 'coulomb_friction': 4.5, # N*m\n", + " 'viscous_friction': 0.02, # N*ms/rad\n", + " 'motor_gear_ratio': 0.118,\n", + " 'MOI': 22.32, # kg*m^2\n", "}\n", "\n", - "spring_props = {\n", + "spring_properties = {\n", + " 'stiffness': 835.36, # N*m/rad\n", + " 'gear_ratio': 0.334,\n", " 'Max torque': 750, # N-m\n", " 'Max displacement': np.deg2rad(45.0), # rad\n", + "}\n", + "\n", + "# PTO properties\n", + "pto_properties = {\n", + " 'gear_ratio': 1.0,\n", + " 'torque_constant': 0.164,\n", + " 'winding_resistance': 0.0718,\n", + " 'winding_inductance': 0.0,\n", + " 'drivetrain_inertia': 0.0,\n", + " 'drivetrain_friction': 0.0,\n", + " 'drivetrain_stiffness': 0.0,\n", "}" ] }, @@ -225,7 +243,8 @@ "metadata": {}, "source": [ "#### Hydrodynamics and hydrostatics\n", - "As mentioned above, the `FloatingBody` object in Capytaine only needs to model the buoy, since no other components are being excited by the waves." + "As mentioned above, the `FloatingBody` object in Capytaine only needs to model the buoy, since no other components are being excited by the waves. \n", + "We will not use the BEM results since we are using an empirical impedance model, but the BEM problem is still solved here for comparison purposes." ] }, { @@ -239,7 +258,13 @@ "pnr_fb.center_of_mass = np.array([0., 0., buoy_props['CG']])\n", "pnr_fb.rotation_center = pnr_fb.center_of_mass\n", "ndof = pnr_fb.nb_dofs\n", - "pnr_fb.show_matplotlib()" + "pnr_fb.show_matplotlib()\n", + "\n", + "pnr_fb.inertia_matrix = xr.DataArray(data=np.asarray(([[buoy_props['MOI']]])),\n", + " dims=['influenced_dof', 'radiating_dof'],\n", + " coords={'influenced_dof': list(pnr_fb.dofs),\n", + " 'radiating_dof': list(pnr_fb.dofs)},\n", + " name=\"inertia_matrix\")" ] }, { @@ -249,13 +274,17 @@ "outputs": [], "source": [ "rho = 1025. # kg/m^3\n", - "freq = wot.frequency(f1, nfreq, False) # False -> no zero frequency\n", - "bem_data = wot.run_bem(pnr_fb, freq)\n", - "omega = bem_data.omega.values\n", + "freq_reg = wot.frequency(f1_reg, nfreq_reg, False) # False -> no zero frequency\n", + "bem_data_reg = wot.run_bem(pnr_fb, freq_reg)\n", + "omega_reg = bem_data_reg.omega.values\n", + "\n", + "freq_irreg = wot.frequency(f1_irreg, nfreq_irreg, False) # False -> no zero frequency\n", + "bem_data_irreg = wot.run_bem(pnr_fb, freq_irreg)\n", + "omega_irreg = bem_data_irreg.omega.values\n", "\n", "pnr_fb.keep_immersed_part()\n", "k_buoy = pnr_fb.compute_hydrostatic_stiffness(rho=rho).values.squeeze()\n", - "k_spring = spring_props['Max torque'] / spring_props['Max displacement']\n", + "k_spring = spring_properties['Max torque'] / spring_properties['Max displacement']\n", "print(f'Hydrostatic stiffness from Capytaine: {k_buoy} N-m/rad')\n", "print('Hydrostatic stiffness from experiment: 37204 N-m/rad')" ] @@ -264,7 +293,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As with previous tutorials, we will plot the hydrodynamic coefficients to confirm that we are properly capturing the full excitation range of the buoy." + "Although the system has yet to be deployed as a WEC, the Coastal Pioneer Array itself has been collecting data from multiple locations. From the collected data, an empirical impedance model and excitation force spectrum has been developed. This empirical dataset can replace the BEM dataset in order to model the WEC dynamics. Here, we load in the data and convert it into two DataArrays for the intrinsic impedance and the excitation coefficients, respectively. We then interpolate from the empirical data to match the intended frequency array." ] }, { @@ -273,35 +302,68 @@ "metadata": {}, "outputs": [], "source": [ - "# Plots\n", - "fig_am, ax_am = plt.subplots(tight_layout=True, sharex=True)\n", - "fig_rd, ax_rd = plt.subplots(tight_layout=True, sharex=True)\n", - "fig_ex, ax_ex = plt.subplots(tight_layout=True, sharex=True)\n", - "\n", - "# Excitation\n", - "np.abs(bem_data.diffraction_force.sel(influenced_dof='Pitch')).plot(\n", - " ax=ax_ex, linestyle='dashed', label='Diffraction force')\n", - "np.abs(bem_data.Froude_Krylov_force.sel(influenced_dof='Pitch')).plot(\n", - " ax=ax_ex, linestyle='dashdot', label='Froude-Krylov force')\n", - "ex_handles, ex_labels = ax_ex.get_legend_handles_labels()\n", - "ax_ex.set_xlabel(f'$\\omega$', fontsize=10)\n", - "ax_ex.set_title('Wave Excitation Coefficients', fontweight='bold')\n", - "ax_ex.grid(True)\n", - "fig_ex.legend(ex_handles, ex_labels, loc='center right', frameon=False)\n", - "\n", - "# Added mass\n", - "bem_data.added_mass.sel(\n", - " radiating_dof='Pitch', influenced_dof='Pitch').plot(ax=ax_am)\n", - "ax_am.set_xlabel(f'$\\omega$', fontsize=10)\n", - "ax_am.set_title('Added Mass Coefficients', fontweight='bold')\n", - "ax_am.grid(True)\n", - "\n", - "# Radiation damping\n", - "bem_data.radiation_damping.sel(\n", - " radiating_dof='Pitch', influenced_dof='Pitch').plot(ax=ax_rd)\n", - "ax_rd.set_xlabel(f'$\\omega$', fontsize=10)\n", - "ax_rd.set_title('Radiation Damping Coefficients', fontweight='bold')\n", - "ax_rd.grid(True)" + "# load in the empirical data\n", + "datafile = 'data/pioneer_empirical_data.nc'\n", + "empirical_data = xr.load_dataset(datafile)\n", + "\n", + "exc_coeff_data = empirical_data.exc_coeff_data_real + 1j*empirical_data.exc_coeff_data_imag\n", + "Zi_data = empirical_data.Zi_data_real + 1j*empirical_data.Zi_data_imag\n", + "Zi_stiffness = empirical_data.Zi_stiffness\n", + "\n", + "# here extrapolation for impedance and padding with zeros for the excitation\n", + "exc_coeff_intrp_reg = exc_coeff_data.interp(omega = omega_reg, method='linear', kwargs={\"fill_value\": 0})\n", + "Zi_intrp_reg = Zi_data.interp(omega = omega_reg, kwargs={\"fill_value\": \"extrapolate\"})\n", + "\n", + "exc_coeff_intrp_irreg = exc_coeff_data.interp(omega = omega_irreg, method='linear', kwargs={\"fill_value\": 0})\n", + "Zi_intrp_irreg = Zi_data.interp(omega = omega_irreg, kwargs={\"fill_value\": \"extrapolate\"})" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For validation purposes, we compare the empirical impedance and excitation to the results from BEM." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hd = wot.add_linear_friction(bem_data_irreg, friction = None) \n", + "# we're not actually adding friction, but need the datavariables in hd \n", + "hd = wot.check_radiation_damping(hd)\n", + "\n", + "Zi_bem = wot.hydrodynamic_impedance(hd)\n", + "fig, axes = wot.utilities.plot_bode_impedance(Zi_bem,'WaveBot Intrinsic Impedance')\n", + "fig, axes = wot.utilities.plot_bode_impedance(Zi_data,'WaveBot Intrinsic Impedance',fig_axes=[fig, axes])\n", + "fig, axes = wot.utilities.plot_bode_impedance(Zi_intrp_irreg,'WaveBot Intrinsic Impedance',fig_axes=[fig, axes])\n", + "fig.set_size_inches(6, 4)\n", + "fig.legend(('BEM Data','Empirical Data','Interpolated Empirical Data'), bbox_to_anchor=(.58, .46))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig, ax = plt.subplots(2, 1,tight_layout=True, sharex=True, figsize=(6, 4))\n", + "\n", + "ax[0].semilogx(freq_irreg, np.real(bem_data_irreg['diffraction_force'][:,0,0]+bem_data_irreg['Froude_Krylov_force'][:,0,0]), label='BEM Data')\n", + "ax[0].semilogx(omega_data/(2*np.pi), np.real(exc_coeff_data[:,0,0]), label='Empirical Data')\n", + "ax[0].semilogx(omega_irreg/(2*np.pi), np.real(exc_coeff_intrp_irreg[:,0,0]), label='Interpolated Empirical Data')\n", + "ax[0].grid(True, which = 'both')\n", + "ax[1].semilogx(freq_irreg, np.imag(bem_data_irreg['diffraction_force'][:,0,0]+bem_data_irreg['Froude_Krylov_force'][:,0,0]), label='BEM Data')\n", + "ax[1].semilogx(omega_data/(2*np.pi), np.imag(exc_coeff_data[:,0,0]), label='Empirical Data')\n", + "ax[1].semilogx(omega_irreg/(2*np.pi), np.imag(exc_coeff_intrp_irreg[:,0,0]), label='Interpolated Empirical Data')\n", + "ax[1].grid(True, which = 'both')\n", + "\n", + "ax[0].set_ylabel('Re[Excitation]')\n", + "ax[1].set_ylabel('Im[Excitation]')\n", + "ax[1].set_xlabel('Frequency (Hz)')\n", + "ax[0].legend()" ] }, { @@ -341,8 +403,8 @@ "metadata": {}, "outputs": [], "source": [ - "nstate_pto = 2 * nfreq # PTO forces\n", - "nstate_fw = 2 * nfreq # Flywheel positions\n", + "nstate_pto = 2 * nfreq_reg # PTO forces\n", + "nstate_fw = 2 * nfreq_reg # Flywheel positions\n", "nstate_opt = nstate_pto + nstate_fw" ] }, @@ -395,10 +457,11 @@ "metadata": {}, "outputs": [], "source": [ - "def f_motor(wec, x_wec, x_opt, waves, nsubsteps=1):\n", - " motor = np.reshape(x_opt[:nstate_pto], (-1, ndof), order='F')\n", + "def force_from_generator(wec, x_wec, x_opt, waves=None, nsubsteps=1):\n", + " f_fd = np.reshape(x_opt[:nstate_pto], (-1, ndof), order='F')\n", " time_matrix = wec.time_mat_nsubsteps(nsubsteps)\n", - " return np.dot(time_matrix, motor)" + " torque = np.dot(time_matrix, f_fd) * flywheel_properties['motor_gear_ratio']\n", + " return torque" ] }, { @@ -406,8 +469,7 @@ "metadata": {}, "source": [ "##### PTO Impedance\n", - "The PTO impedance is defined using the same 2-port impedance model as in previous tutorials.\n", - "The drivetrain inertia, friction, and stiffness are not included here since they are accounted for in the modeling of the additional non-hydrodynamic degree of freedom via additional forces and constraints below." + "The PTO impedance is defined using the same 2-port impedance model as in previous tutorials. This pto model does not account for the relative velocity, generator force, etc. so it will not be used to define the PTO in the final system. Instead, it is used to create the PTO transfer matrix which is used in the calculation of electrical power." ] }, { @@ -416,57 +478,21 @@ "metadata": {}, "outputs": [], "source": [ - "torque_constant = 3.512\n", - "winding_resistance = 0.304\n", + "drivetrain_impedance = (1j*omega_reg*pto_properties['drivetrain_inertia'] +\n", + " pto_properties['drivetrain_friction'] +\n", + " 1/(1j*omega_reg)*pto_properties['drivetrain_stiffness'])\n", "\n", - "z_11 = np.array([[np.zeros(omega.shape)]])\n", - "off_diag = np.sqrt(3.0/2.0) * torque_constant\n", - "z_12 = np.array([[-1*(off_diag+0j) * np.ones(omega.shape)]])\n", - "z_21 = np.array([[-1*(off_diag+0j) * np.ones(omega.shape)]])\n", - "z_22 = np.array([[winding_resistance * np.ones(omega.shape)]])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "When using the `PTO` module, the 2x2 impedance matrix is passed to the `wot.pto.PTO` object and converted into a transfer matrix to calculate the power at each frequency.\n", - "While we are not using the `PTO` module, we will repeat this process almost verbatim here.\n", - "See the `_make_abcd` and `_make_mimo_transfer_mat` functions in the `PTO` module if you are interested in more technical details." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "z_12_inv = np.linalg.inv(z_12.T).T\n", - "mmult = lambda a,b: np.einsum('mnr,mnr->mnr', a, b)\n", - "abcd_11 = -1 * mmult(z_12_inv, z_11)\n", - "abcd_12 = z_12_inv\n", - "abcd_21 = z_21 - mmult(z_22, mmult(z_12_inv, z_11))\n", - "abcd_22 = mmult(z_22, z_12_inv)\n", - "row_1 = np.hstack([abcd_11, abcd_12])\n", - "row_2 = np.hstack([abcd_21, abcd_22])\n", - "abcd = np.vstack([row_1, row_2])\n", - "\n", - "for idof in range(2):\n", - " for jdof in range(2):\n", - " Zp = abcd[idof, jdof, :]\n", - " re = np.real(Zp)\n", - " im = np.imag(Zp)\n", - " blocks = [np.array([[ire, iim], [iim, ire]])\n", - " for (ire, iim) in zip(re[:-1], im[:-1])]\n", - " blocks = [re[0]] + blocks + [re[-1]]\n", - " if jdof==0:\n", - " row = block_diag(*blocks)\n", - " else:\n", - " row = np.hstack([row, block_diag(*blocks)])\n", - " if idof==0:\n", - " transfer_mat = row\n", - " else:\n", - " transfer_mat = np.vstack([transfer_mat, row])" + "winding_impedance = pto_properties['winding_resistance'] + 1j*omega_reg*pto_properties['winding_inductance']\n", + "\n", + "pto_impedance_11 = -1* pto_properties['gear_ratio']**2 * drivetrain_impedance\n", + "off_diag = np.sqrt(3.0/2.0) * pto_properties['torque_constant'] * pto_properties['gear_ratio']\n", + "pto_impedance_12 = -1*(off_diag+0j) * np.ones(omega_reg.shape)\n", + "pto_impedance_21 = -1*(off_diag+0j) * np.ones(omega_reg.shape)\n", + "pto_impedance_22 = winding_impedance\n", + "pto_impedance = np.array([[pto_impedance_11, pto_impedance_12],\n", + " [pto_impedance_21, pto_impedance_22]])\n", + "\n", + "pto = wot.pto.PTO(ndof, kinematics=[1], controller=None, impedance=pto_impedance, loss=None, names=None)\n" ] }, { @@ -474,8 +500,7 @@ "metadata": {}, "source": [ "##### Power and Energy\n", - "Finally, we will wrap the relative motions, force, and impedance functions together to calculate average electrical power.\n", - "This is again very close to what is found in the `PTO` module, except `rel_velocity` replaces `wot.pto.PTO.velocity` and `f_motor` replaces `wot.pto.PTO.force`." + "Finally, we will wrap the relative motions, force, and impedance functions together to calculate average electrical power. This is again very close to what is found in the PTO module, except `rel_velocity` replaces `wot.pto.PTO.velocity` and `force_from_generator` replaces `wot.pto.PTO.force`." ] }, { @@ -485,18 +510,18 @@ "outputs": [], "source": [ "def mechanical_power(wec, x_wec, x_opt, waves, nsubsteps=1):\n", - " force_td = f_motor(wec, x_wec, x_opt, waves, nsubsteps)\n", + " force_td = force_from_generator(wec, x_wec, x_opt, waves, nsubsteps)\n", " vel_td = rel_velocity(wec, x_wec, x_opt, waves, nsubsteps)\n", " return vel_td * force_td\n", "\n", "def electrical_power(wec, x_wec, x_opt, waves, nsubsteps=1):\n", " q1_td = rel_velocity(wec, x_wec, x_opt, waves)\n", - " e1_td = f_motor(wec, x_wec, x_opt, waves)\n", + " e1_td = force_from_generator(wec, x_wec, x_opt, waves)\n", " q1 = wot.complex_to_real(wec.td_to_fd(q1_td, False))\n", " e1 = wot.complex_to_real(wec.td_to_fd(e1_td, False))\n", " vars_1 = np.hstack([q1, e1])\n", " vars_1_flat = wec.dofmat_to_vec(vars_1)\n", - " vars_2_flat = np.dot(transfer_mat, vars_1_flat)\n", + " vars_2_flat = np.dot(pto._transfer_mat, vars_1_flat)\n", " vars_2 = wot.vec_to_dofmat(vars_2_flat, 2)\n", " q2 = vars_2[:, 0]\n", " e2 = vars_2[:, 1]\n", @@ -519,10 +544,10 @@ "metadata": {}, "source": [ "### 1.4 Constraints\n", - "The Pioneer model only contains one constraint based on the motor being used:\n", + "The Pioneer model only contains one constraint based on the generator being used:\n", "\n", - " * **Peak torque** - The motor should avoid torques greater than 120 N-m.\n", - " This is the same basic constraint as `const_f_pto` from Tutorial 1, except we use our `f_motor` definition instead of `wot.pto.PTO.force_on_wec`." + "* **Peak torque** - The motor should avoid torques greater than 120 N-m. \n", + "This is the same basic constraint as `const_f_pto` from Tutorial 1, except we use our `force_from_generator` definition instead of `wot.pto.PTO.force_on_wec`." ] }, { @@ -531,10 +556,12 @@ "metadata": {}, "outputs": [], "source": [ - "torque_peak_max = 120.\n", - "def const_peak_torque_pto(wec, x_wec, x_opt, waves, nsubsteps=5):\n", - " torque = f_motor(wec, x_wec, x_opt, waves, nsubsteps)\n", - " return torque_peak_max - np.abs(torque.flatten())" + "max_generator_torque = 25.8 # N*m\n", + "nsubsteps_constraints = 5\n", + "\n", + "def constraint_max_generator_torque(wec, x_wec, x_opt, waves, nsubsteps=nsubsteps_constraints):\n", + " torque = force_from_generator(wec, x_wec, x_opt, waves, nsubsteps)\n", + " return max_generator_torque - np.abs(torque.flatten())" ] }, { @@ -544,14 +571,18 @@ "### 1.5 Additional forces\n", "Here we add in the forces acting on the bodies other than those generated from wave loading.\n", "\n", - " * **Motor damping** - The resisting torque resulting from the damping on the PTO.\n", - " This is very similar to the `wot.pto.PTO.force_on_wec` additional force given in previous tutorials. \n", - " This is already being accounted for by the `f_motor` function above.\n", - " * **Flywheel friction** - The dissipative torque from the generator and components.\n", - " This is defined as a nonlinear force using both Coulomb friction (dependent on the PTO direction) and the viscous friction (dependent on the PTO speed).\n", - " * **Magnetic spring** - The restoring torque caused by the torsional spring between the buoy and flywheel.\n", - " Note the gear ratio is included in this equation, as the gearbox is connected in series with the spring.\n", - " The position of the spring is the relative position of the flywheel and buoy scaled by the reciprocal of gear ratio squared. " + "* **Flywheel friction** - The dissipative torque from the generator and components. This is defined as a nonlinear force using both Coulomb friction (dependent on the PTO direction) and the viscous friction (dependent on the PTO speed).\n", + "\n", + "* **Magnetic spring** - The restoring torque caused by the torsional spring between the buoy and flywheel. Note a spring gear ratio is included in this equation, as a gearbox is connected in series with the spring. The position of the spring is the relative position of the flywheel and buoy scaled by the reciprocal of gear ratio squared. There are 2 options here: \n", + "\n", + " * Linear spring: \n", + " * Used for simplified modeling purposes \n", + " * The WecOptTool optimization problem is first solved with the linear spring, the results from which are used as initialization for the nonlinear spring case\n", + "\n", + " * Nonlinear spring: \n", + " * Represents the real spring design developed for this application \n", + " * The resultant torque has a periodic \"tilted sine\" profile with respect to the spring angle. This design emulates a linear spring until about 135 degrees in either direction before repreating the torque profile.\n", + " * Final result uses the nonlinear spring" ] }, { @@ -560,17 +591,46 @@ "metadata": {}, "outputs": [], "source": [ - "def f_friction(wec, x_wec, x_opt, waves, nsubsteps=1):\n", - " rel_vel = rel_velocity(wec, x_wec, x_opt, waves, nsubsteps)\n", - " return -1 * (\n", - " np.tanh(rel_vel) * flywheel_props['Coulomb friction']\n", - " + rel_vel * flywheel_props['Viscous friction']\n", - " )\n", + "def force_from_friction(wec, x_wec, x_opt, waves = None, nsubsteps = 1):\n", + " rel_vel = rel_velocity(wec, x_wec, x_opt, waves, nsubsteps) * flywheel_properties['motor_gear_ratio']\n", + " fric = -1*(\n", + " np.tanh(rel_vel)*flywheel_properties['coulomb_friction'] +\n", + " rel_vel*flywheel_properties['viscous_friction']\n", + " ) * flywheel_properties['motor_gear_ratio']\n", + " return fric\n", + "\n", + "def linear_spring(pos):\n", + " return spring_properties['gear_ratio'] * -spring_properties['stiffness'] * pos\n", + "\n", + "def force_from_lin_spring(wec, x_wec, x_opt, waves = None, nsubsteps = 1):\n", + " pos = rel_position(wec, x_wec, x_opt, waves, nsubsteps) * spring_properties['gear_ratio']\n", + " return linear_spring(pos)\n", + "\n", + "def nonlinear_spring(pos):\n", + " # 135 deg nonlinear spring\n", + " spring_eq_pos_td = pos - np.pi\n", + " n = 12\n", + " slope = 1/(2**(2*n))*comb(2*n,n)\n", + " scale = 1/slope\n", + " new_pos = 0\n", + " for ind in range(n):\n", + " k = ind+1\n", + " coeffs = comb(2*n, n-k)/(k*(2**(2*n-1)))\n", + " new_pos = new_pos - coeffs*np.sin(k*spring_eq_pos_td)\n", + " return spring_properties['gear_ratio'] * -spring_properties['stiffness'] * scale * new_pos\n", + "\n", + "def force_from_nl_spring(wec, x_wec, x_opt, waves = None, nsubsteps = 1):\n", + " pos = rel_position(wec, x_wec, x_opt, waves, nsubsteps) * spring_properties['gear_ratio']\n", + " return nonlinear_spring(pos)\n", + "\n", + "spring_angle_rad = np.arange(-2*np.pi, 2*np.pi, np.pi/200)\n", "\n", - "def f_spring(wec, x_wec, x_opt, waves, nsubsteps=1):\n", - " pos = rel_position(wec, x_wec, x_opt, waves, nsubsteps) / (flywheel_props['Gear ratio']**2)\n", - " spring_force = -k_spring * pos\n", - " return spring_force" + "plt.figure()\n", + "plt.plot(spring_angle_rad,linear_spring(spring_angle_rad), label = 'Linear spring')\n", + "plt.plot(spring_angle_rad,nonlinear_spring(spring_angle_rad), label = 'Nonlinear spring',ls='--')\n", + "plt.xlabel('Spring displacement (rad)')\n", + "plt.ylabel('Spring torque [N-m]')\n", + "plt.legend()" ] }, { @@ -582,6 +642,9 @@ "\n", "$$ r(x) = I \\alpha - \\tau = 0 $$\n", "\n", + "Note that there are 2 residual equations below, one using the linear spring and another using the nonlinear spring. \n", + "Both are included because we solve the problem using the linear spring to given initial conditions for the nonlinear spring solve. \n", + "More information is included in Section 2.1.\n", "This is the same structure as the residual for the WEC dynamics described in the [WecOptTool theory documentation](https://sandialabs.github.io/WecOptTool/theory.html).\n", "Also compare this equation to the 2nd dynamics equation listed [above](#pitch-resonator).\n", "\n", @@ -595,27 +658,37 @@ "metadata": {}, "outputs": [], "source": [ - "def fw_inertia(wec, x_wec, x_opt, waves, nsubsteps=1):\n", + "def flywheel_inertia(wec, x_wec, x_opt, waves = None, nsubsteps = 1):\n", " pos_fw = wec.vec_to_dofmat(x_opt[nstate_pto:])\n", " acc_fw = np.dot(wec.derivative2_mat, pos_fw)\n", " time_matrix = wec.time_mat_nsubsteps(nsubsteps)\n", " acc_fw = np.dot(time_matrix, acc_fw)\n", - " return flywheel_props['MOI'] * acc_fw\n", - "\n", - "def const_flywheel_resid(wec, x_wec, x_opt, waves):\n", - " return (fw_inertia(wec, x_wec, x_opt, waves)\n", - " + f_spring(wec, x_wec, x_opt, waves)\n", - " + f_friction(wec, x_wec, x_opt, waves)\n", - " + f_motor(wec, x_wec, x_opt, waves)\n", - " ).flatten()" + " return flywheel_properties['MOI'] * acc_fw\n", + "\n", + "def flywheel_residual_lin_spring(wec, x_wec, x_opt, waves = None, nsubsteps = 1):\n", + " resid = (\n", + " flywheel_inertia(wec, x_wec, x_opt, waves, nsubsteps) +\n", + " force_from_lin_spring(wec, x_wec, x_opt, waves, nsubsteps) +\n", + " force_from_friction(wec, x_wec, x_opt, waves, nsubsteps) +\n", + " force_from_generator(wec, x_wec, x_opt, waves, nsubsteps)\n", + " )\n", + " return resid.flatten()\n", + "\n", + "def flywheel_residual_nl_spring(wec, x_wec, x_opt, waves = None, nsubsteps = 1):\n", + " resid = (\n", + " flywheel_inertia(wec, x_wec, x_opt, waves, nsubsteps) +\n", + " force_from_nl_spring(wec, x_wec, x_opt, waves, nsubsteps) +\n", + " force_from_friction(wec, x_wec, x_opt, waves, nsubsteps) +\n", + " force_from_generator(wec, x_wec, x_opt, waves, nsubsteps)\n", + " )\n", + " return resid.flatten()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We now create the additional forces and constaints that will be passed to the `WEC` object.\n", - "Note that `f_add` only pertains to the buoy since that is the only degree of freedom included in the BEM data; our flywheel residual equation handles these forces for the flywheel in the opposite direction." + "We now create the additional forces and constaints that will be passed to the `WEC` object. Note that `f_add` only pertains to the buoy since that is the only degree of freedom included in the BEM data; our flywheel residual equation handles these forces for the flywheel in the opposite direction. Just like for the flywheel residual equations, there are 2 different sets of added forces and constraints, one including the linear spring and another including the nonlinear spring." ] }, { @@ -624,15 +697,26 @@ "metadata": {}, "outputs": [], "source": [ - "f_add = {\n", - " 'Motor': f_motor,\n", - " 'Friction': f_friction,\n", - " 'Spring': f_spring, \n", + "f_add_lin_spring = {\n", + " 'Generator': force_from_generator,\n", + " 'Friction': force_from_friction,\n", + " 'Spring': force_from_lin_spring,\n", + "}\n", + "\n", + "f_add_nl_spring = {\n", + " 'Generator': force_from_generator,\n", + " 'Friction': force_from_friction,\n", + " 'Spring': force_from_nl_spring,\n", "}\n", "\n", - "constraints = [\n", - " {'type': 'ineq', 'fun': const_peak_torque_pto},\n", - " {'type': 'eq', 'fun': const_flywheel_resid},\n", + "constraints_lin_spring = [\n", + " {'type': 'eq', 'fun': flywheel_residual_lin_spring}, # flywheel EoM\n", + " {'type': 'ineq', 'fun': constraint_max_generator_torque},\n", + "]\n", + "\n", + "constraints_nl_spring = [\n", + " {'type': 'eq', 'fun': flywheel_residual_nl_spring}, # flywheel EoM\n", + " {'type': 'ineq', 'fun': constraint_max_generator_torque},\n", "]" ] }, @@ -641,7 +725,7 @@ "metadata": {}, "source": [ "### 1.7 WEC object\n", - "We now have all the information required to create our `WEC` object." + "We now have all the information required to create our `WEC` object. The `from_impedance` method is used, because we are using our empirical impedance data. We create one `WEC` object for each of the linear and nonlinear springs." ] }, { @@ -650,11 +734,15 @@ "metadata": {}, "outputs": [], "source": [ - "wec = wot.WEC.from_bem(bem_data,\n", - " f_add=f_add,\n", - " constraints=constraints,\n", - " uniform_shift=False,\n", - " dof_names=bem_data.influenced_dof.values,)" + "wec_lin = wot.WEC.from_impedance(freq_reg, Zi_intrp_reg,exc_coeff_intrp_reg,\n", + " Zi_stiffness,\n", + " f_add_lin_spring,\n", + " constraints_lin_spring)\n", + "\n", + "wec_nl = wot.WEC.from_impedance(freq_reg, Zi_intrp_reg,exc_coeff_intrp_reg,\n", + " Zi_stiffness,\n", + " f_add_nl_spring,\n", + " constraints_nl_spring)" ] }, { @@ -664,7 +752,7 @@ "## 2. Regular wave results\n", "\n", "### 2.1 Solve\n", - "As in previous tutorials, we will optimize for electrical power absorption." + "As in previous tutorials, we will optimize for electrical power absorption. First, we solve the optimization problem using the linear spring case, then we use those results to initialize the nonlinear spring case. This process helps the optimizer (which can have difficulty with highly nonlinear force profiles) converge quicker and more consistently." ] }, { @@ -674,12 +762,24 @@ "outputs": [], "source": [ "obj_fun = average_electrical_power\n", - "results = wec.solve(\n", + "results = wec_lin.solve(\n", " waves_regular,\n", " obj_fun,\n", " nstate_opt,\n", - " scale_x_wec=1e1,\n", - " scale_x_opt=1e-2,\n", + " scale_x_wec=1e0,\n", + " scale_x_opt=np.concatenate((np.array([1e-1])*np.ones(nstate_pto), 1 * np.ones(nstate_fw))),\n", + " scale_obj=1e-2,\n", + ")\n", + "x_wec_0, x_opt_0 = wec_lin.decompose_state(results[0].x)\n", + "\n", + "results = wec_nl.solve(\n", + " waves_regular,\n", + " obj_fun,\n", + " nstate_opt,\n", + " x_wec_0=x_wec_0, # initialize with result from linear spring case\n", + " x_opt_0=x_opt_0, # initialize with result from linear spring case\n", + " scale_x_wec=1e0,\n", + " scale_x_opt=np.concatenate((np.array([1e-1])*np.ones(nstate_pto), 1 * np.ones(nstate_fw))),\n", " scale_obj=1e-2,\n", ")\n", "print(f'Optimal average power: {results[0].fun:.2f} W')" @@ -690,7 +790,7 @@ "metadata": {}, "source": [ "### 2.2 Post-process and plot\n", - "Again, since we are not using the `PTO` module, post-processing using `wot.pto.PTO.post_process` is not an option here, so we have to manually post-process the outputs related to the PTO and flywheel.\n", + "Again, since we are not actually using the `PTO` module in the optimization problem, post-processing using `wot.pto.PTO.post_process` is not an option here, so we have to manually post-process the outputs related to the PTO and flywheel.\n", "This is pretty intuitive using the functions we created earlier.\n", "The outputs related to the buoy can still be derived directly from `wot.wec.post_process`." ] @@ -702,19 +802,20 @@ "outputs": [], "source": [ "nsubsteps = 5\n", - "wec_fdom, wec_tdom = wec.post_process(wec, results, waves_regular, nsubsteps=nsubsteps)\n", + "wec_fdom, wec_tdom = wec_nl.post_process(wec_nl, results, waves_regular, nsubsteps=nsubsteps)\n", "\n", "# Manually post-process PTO and flywheel outputs\n", - "x_wec, x_opt = wot.decompose_state(results[0].x, 1, nfreq)\n", - "fw_pos = np.dot(wec.time_mat_nsubsteps(nsubsteps), x_opt[nstate_pto:])\n", - "pto_pos = rel_position(wec, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", - "pto_vel = rel_velocity(wec, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", - "pto_force = f_motor(wec, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", - "pto_force_fd = wec.td_to_fd(pto_force[::nsubsteps])\n", - "pto_mech_power = mechanical_power(wec, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", - "pto_elec_power = electrical_power(wec, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", + "x_wec, x_opt = wot.decompose_state(results[0].x, 1, nfreq_reg)\n", + "fw_pos = np.dot(wec_nl.time_mat_nsubsteps(nsubsteps), x_opt[nstate_pto:])\n", + "pto_pos = rel_position(wec_nl, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", + "pto_vel = rel_velocity(wec_nl, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", + "pto_force = force_from_generator(wec_nl, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", + "pto_force_fd = wec_nl.td_to_fd(pto_force[::nsubsteps])\n", + "spring_force = force_from_nl_spring(wec_nl, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", + "pto_mech_power = mechanical_power(wec_nl, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", + "pto_elec_power = electrical_power(wec_nl, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", "avg_mech_power = np.mean(pto_mech_power)\n", - "avg_elec_power = np.mean(pto_elec_power)\n" + "avg_elec_power = np.mean(pto_elec_power)" ] }, { @@ -727,6 +828,7 @@ " * The gearing in series with the torsional spring (which reduces the effective spring stiffness) significantly amplifies the rotation of the flywheel despite the buoy only pitching modestly.\n", " The gear ratio of 3 was selected by the Pioneer team to keep the system in resonance considering the spring stiffness, moment of inertia of the flywheel, and the resonance frequency of the buoy.\n", " Try increasing the gear ratio or flywheel moment of inertia—this will actually reduce the power generated since it will bring the effective stiffness of the flywheel out of resonance, causing less motion relative to the buoy.\n", + " * The nonlinear spring torque is sinusoidal because it stays within the linear region of operation.\n", " * The mechanical and electrical power outputs are similar, since our impedance model has only a small amount of resistance and no inductance.\n", " * The buoy's pitch amplitude is larger than expected for this device and is likely due to underestimation of the radiation damping by the BEM. " ] @@ -737,7 +839,7 @@ "metadata": {}, "outputs": [], "source": [ - "fig, ax = plt.subplots(nrows=4, sharex=True, figsize=(12, 12))\n", + "fig, ax = plt.subplots(nrows=5, sharex=True, figsize=(12, 12))\n", "t = wec_tdom[0].time.values\n", "\n", "# Positions\n", @@ -755,14 +857,15 @@ "\n", "# Torques\n", "ax[1].plot(t, pto_force, c='k')\n", - "ax[1].plot([t[0], t[-1]], [torque_peak_max, torque_peak_max], 'k--')\n", - "ax[1].plot([t[0], t[-1]], [-1*torque_peak_max, -1*torque_peak_max], 'k--')\n", + "ax[1].plot([t[0], t[-1]], [max_generator_torque, max_generator_torque], 'k--')\n", + "ax[1].plot([t[0], t[-1]], [-1*max_generator_torque, -1*max_generator_torque], 'k--')\n", "ax[1].set_ylabel('PTO torque [N-m]')\n", "ax[1].set_title('Torque')\n", "\n", "ax1 = ax[1].twinx()\n", "ax1.tick_params(axis='y', labelcolor='b')\n", - "wec_tdom[0]['force'].sel(type=['Froude_Krylov', 'diffraction']).sum('type').plot(ax=ax1, c='b')\n", + "# when using an impedance model, the excitation force cannot be split up into Froude-Krylov and diffraction\n", + "wec_tdom[0]['force'].sel(type='excitation').plot(ax=ax1, c='b') \n", "ax1.set_ylabel('Excitation torque [N-m]', color='b')\n", "ax1.set_title('Torque')\n", "\n", @@ -771,13 +874,24 @@ "ax[2].set_title('PTO Velocity')\n", "ax[2].set_ylabel('Velocity [deg/s]')\n", "\n", + "# Spring\n", + "ax[3].plot(t, spring_force, c='k')\n", + "ax[3].set_title('Nonlinear Spring Torque')\n", + "ax[3].set_ylabel('Torque [N-m]')\n", + "\n", + "ax3 = ax[3].twinx()\n", + "ax3.tick_params(axis='y', labelcolor='b')\n", + "ax3.plot(t, pto_pos, c='b')\n", + "ax3.set_ylabel('PTO pos. [deg]', color='b')\n", + "ax3.set_title('')\n", + "\n", "# Power\n", - "ax[3].plot(t, pto_mech_power, label='Mech. power ($\\\\bar{P}_{mech}$: ' + f'{avg_mech_power:.1f} W)')\n", - "ax[3].plot(t, pto_elec_power, linestyle='dashdot', label='Elec. power ($\\\\bar{P}_{elec}$: ' + f'{avg_elec_power:.1f} W)')\n", - "ax[3].set_title('Power Output')\n", - "ax[3].set_ylabel('Power [W]')\n", - "ax[3].legend()\n", - "ax[3].set_xlabel('Time [s]')\n", + "ax[4].plot(t, pto_mech_power, label='Mech. power ($\\\\bar{P}_{mech}$: ' + f'{avg_mech_power:.1f} W)')\n", + "ax[4].plot(t, pto_elec_power, linestyle='dashdot', label='Elec. power ($\\\\bar{P}_{elec}$: ' + f'{avg_elec_power:.1f} W)')\n", + "ax[4].set_title('Power Output')\n", + "ax[4].set_ylabel('Power [W]')\n", + "ax[4].legend()\n", + "ax[4].set_xlabel('Time [s]')\n", "\n", "for axi in ax:\n", " axi.grid()\n", @@ -804,13 +918,10 @@ "metadata": {}, "outputs": [], "source": [ - "hydro_data = wot.add_linear_friction(bem_data, friction=None) \n", - "hydro_data = wot.check_radiation_damping(hydro_data, uniform_shift=False) \n", - "\n", - "Zi = wot.hydrodynamic_impedance(hydro_data)\n", + "Zi = Zi_intrp_reg\n", "Rad_res = np.real(Zi.squeeze())\n", "\n", - "Fex = wec_fdom[0].force.sel(type=['Froude_Krylov', 'diffraction']).sum('type')\n", + "Fex = wec_fdom[0].force.sel(type=['excitation'])\n", "Vel = wec_fdom[0].vel\n", "\n", "P_max_absorbable = (np.abs(Fex)**2/(8*Rad_res) ).squeeze().sum('omega').item() # after Falnes Eq. 6.10\n", @@ -823,16 +934,14 @@ " 'Actual Excitation': -1*(np.real(P_excited)), \n", "}\n", "power_flows['Unused Potential'] = power_flows['Optimal Excitation'] - power_flows['Actual Excitation']\n", - "power_flows['Absorbed'] = power_flows['Actual Excitation'] - power_flows['Radiated'] # after Falnes Eq. 6.2 \n", - "#absorbed by WEC-PTO (difference between actual excitation power and actual radiated power needs to be absorbed by PTO)" + "power_flows['Absorbed'] = power_flows['Actual Excitation'] - power_flows['Radiated'] # after Falnes Eq. 6.2 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We also calculate the power dissipated due to flywheel friction and make sure that the absorbed power (calculated as the difference between excited and radiated power) matches the sum of mechanical power captured by the PTO and the power dissipated due to flywheel friction.\n", - "We use a relative tolerance of 1%." + "We also calculate the power dissipated due to flywheel friction and make sure that the absorbed power (calculated as the difference between excited and radiated power) matches the sum of mechanical power captured by the PTO and the power dissipated due to flywheel friction. We use a relative tolerance of 1%." ] }, { @@ -841,6 +950,7 @@ "metadata": {}, "outputs": [], "source": [ + "\n", "def fw_velocity(wec, x_wec, x_opt, waves, nsubsteps=1):\n", " pos_fw = wec.vec_to_dofmat(x_opt[nstate_pto:])\n", " vel_fw = np.dot(wec.derivative_mat, pos_fw)\n", @@ -848,12 +958,12 @@ " return np.dot(time_matrix, vel_fw)\n", "\n", "def fw_friction_power(wec, x_wec, x_opt, waves, nsubsteps=1):\n", - " force_td = f_friction(wec, x_wec, x_opt, waves, nsubsteps)\n", + " force_td = force_from_friction(wec, x_wec, x_opt, waves, nsubsteps)\n", " vel_td = fw_velocity(wec, x_wec, x_opt, waves, nsubsteps)\n", " return vel_td * force_td\n", "\n", - "fw_fric_power = fw_friction_power(wec, x_wec, x_opt, waves_regular, nsubsteps)\n", - "avg_fw_fric_power = np.mean(fw_fric_power)\n" + "fw_fric_power = fw_friction_power(wec_nl, x_wec, x_opt, waves_regular, nsubsteps)\n", + "avg_fw_fric_power = np.mean(fw_fric_power)" ] }, { @@ -862,8 +972,8 @@ "metadata": {}, "outputs": [], "source": [ - "power_flows['Electrical (solver)']= avg_elec_power #solver determines sign\n", - "power_flows['Mechanical (solver)']= avg_mech_power - avg_fw_fric_power #solver determines sign, friction is dissipated\n", + "power_flows['Electrical (solver)'] = avg_elec_power #solver determines sign\n", + "power_flows['Mechanical (solver)'] = avg_mech_power - avg_fw_fric_power #solver determines sign, friction is dissipated\n", "power_flows['PTO Loss'] = power_flows['Mechanical (solver)'] - power_flows['Electrical (solver)'] " ] }, @@ -873,7 +983,7 @@ "metadata": {}, "outputs": [], "source": [ - "wot.utilities.plot_power_flow(power_flows)" + "wot.utilities.plot_power_flow(power_flows,tolerance=-1e-2*power_flows['Optimal Excitation']) " ] }, { @@ -883,7 +993,7 @@ "## 3. Irregular wave\n", "\n", "### 3.1 Solve\n", - "We will now run the same analysis for irregular waves. \n", + "We will now run the same analysis for irregular waves. First, we need to recreate the PTO and WEC with the irregular frequency spectrum.\n", "\n", "Interestingly, due to the narrow banded resonance of the flywheel, the controller attempts to make the excitation force monochromatic with the resonant frequency.\n", "To achieve this, it uses significant reactive power (power by the PTO into the system).\n", @@ -899,17 +1009,72 @@ "metadata": {}, "outputs": [], "source": [ + "nstate_pto = 2 * nfreq_irreg # PTO forces\n", + "nstate_fw = 2 * nfreq_irreg # Flywheel positions\n", + "nstate_opt = nstate_pto + nstate_fw\n", + "\n", + "drivetrain_impedance = (1j*omega_irreg*pto_properties['drivetrain_inertia'] +\n", + " pto_properties['drivetrain_friction'] +\n", + " 1/(1j*omega_irreg)*pto_properties['drivetrain_stiffness'])\n", + "\n", + "winding_impedance = pto_properties['winding_resistance'] + 1j*omega_irreg*pto_properties['winding_inductance']\n", + "\n", + "pto_impedance_11 = -1* pto_properties['gear_ratio']**2 * drivetrain_impedance\n", + "off_diag = np.sqrt(3.0/2.0) * pto_properties['torque_constant'] * pto_properties['gear_ratio']\n", + "pto_impedance_12 = -1*(off_diag+0j) * np.ones(omega_irreg.shape)\n", + "pto_impedance_21 = -1*(off_diag+0j) * np.ones(omega_irreg.shape)\n", + "pto_impedance_22 = winding_impedance\n", + "pto_impedance = np.array([[pto_impedance_11, pto_impedance_12],\n", + " [pto_impedance_21, pto_impedance_22]])\n", + "\n", + "pto = wot.pto.PTO(ndof, kinematics=[1], controller=None, impedance=pto_impedance, loss=None, names=None)\n", + "\n", + "wec_lin = wot.WEC.from_impedance(freq_irreg, \n", + " Zi_intrp_irreg,\n", + " exc_coeff_intrp_irreg,\n", + " Zi_stiffness,\n", + " f_add_lin_spring,\n", + " constraints_lin_spring)\n", + "\n", + "wec_nl = wot.WEC.from_impedance(freq_irreg, \n", + " Zi_intrp_irreg,\n", + " exc_coeff_intrp_irreg,\n", + " Zi_stiffness,\n", + " f_add_nl_spring,\n", + " constraints_nl_spring)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import logging \n", + "logging.getLogger().setLevel(logging.DEBUG)\n", + "\n", "obj_fun = average_electrical_power\n", - "results = wec.solve(\n", + "results = wec_lin.solve(\n", " waves_irregular,\n", " obj_fun,\n", " nstate_opt,\n", - " scale_x_wec=1e1,\n", - " scale_x_opt=1e-2,\n", + " scale_x_wec=1e0,\n", + " scale_x_opt=np.concatenate((np.array([1e-1])*np.ones(nstate_pto), 1 * np.ones(nstate_fw))),\n", " scale_obj=1e-2,\n", ")\n", - "power_results = [result.fun for result in results]\n", - "print(f'Optimal average power: {np.mean(power_results):.2f} W')" + "x_wec_0, x_opt_0 = wec_lin.decompose_state(results[0].x)\n", + "\n", + "results = wec_nl.solve(\n", + " waves_irregular,\n", + " obj_fun,\n", + " nstate_opt,\n", + " x_wec_0=x_wec_0, # initialize with result from linear spring case\n", + " x_opt_0=x_opt_0, # initialize with result from linear spring case\n", + " scale_x_wec=1e0,\n", + " scale_x_opt=np.concatenate((np.array([1e-1])*np.ones(nstate_pto), 1 * np.ones(nstate_fw))),\n", + " scale_obj=1e-2,\n", + ")\n", + "print(f'Optimal average power: {results[0].fun:.2f} W')" ] }, { @@ -926,17 +1091,18 @@ "outputs": [], "source": [ "nsubsteps = 5\n", - "wec_fdom, wec_tdom = wec.post_process(wec,results, waves_irregular, nsubsteps=nsubsteps)\n", + "wec_fdom, wec_tdom = wec_nl.post_process(wec_nl,results, waves_irregular, nsubsteps=nsubsteps)\n", "\n", "# Manually post-process PTO and flywheel outputs\n", - "x_wec, x_opt = wot.decompose_state(results[0].x, 1, nfreq)\n", - "fw_pos = np.dot(wec.time_mat_nsubsteps(nsubsteps), x_opt[nstate_pto:])\n", - "pto_pos = rel_position(wec, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", - "pto_vel = rel_velocity(wec, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", - "pto_force = f_motor(wec, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", - "pto_force_fd = wec.td_to_fd(pto_force[::nsubsteps])\n", - "pto_mech_power = mechanical_power(wec, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", - "pto_elec_power = electrical_power(wec, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", + "x_wec, x_opt = wot.decompose_state(results[0].x, 1, nfreq_irreg)\n", + "fw_pos = np.dot(wec_nl.time_mat_nsubsteps(nsubsteps), x_opt[nstate_pto:])\n", + "pto_pos = rel_position(wec_nl, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", + "pto_vel = rel_velocity(wec_nl, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", + "pto_force = force_from_generator(wec_nl, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", + "pto_force_fd = wec_nl.td_to_fd(pto_force[::nsubsteps])\n", + "spring_force = force_from_nl_spring(wec_nl, x_wec, x_opt, waves_regular.sel(realization=0), nsubsteps)\n", + "pto_mech_power = mechanical_power(wec_nl, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", + "pto_elec_power = electrical_power(wec_nl, x_wec, x_opt, waves_irregular.sel(realization=0), nsubsteps)\n", "avg_mech_power = np.mean(pto_mech_power)\n", "avg_elec_power = np.mean(pto_elec_power)" ] @@ -947,7 +1113,7 @@ "metadata": {}, "outputs": [], "source": [ - "fig, ax = plt.subplots(nrows=4, sharex=True, figsize=(12, 12))\n", + "fig, ax = plt.subplots(nrows=5, sharex=True, figsize=(12, 12))\n", "t = wec_tdom[0].time.values\n", "\n", "# Positions\n", @@ -965,14 +1131,14 @@ "\n", "# Torques\n", "ax[1].plot(t, pto_force, c='k')\n", - "ax[1].plot([t[0], t[-1]], [torque_peak_max, torque_peak_max], 'k--')\n", - "ax[1].plot([t[0], t[-1]], [-1*torque_peak_max, -1*torque_peak_max], 'k--')\n", + "ax[1].plot([t[0], t[-1]], [max_generator_torque, max_generator_torque], 'k--')\n", + "ax[1].plot([t[0], t[-1]], [-1*max_generator_torque, -1*max_generator_torque], 'k--')\n", "ax[1].set_ylabel('PTO torque [N-m]')\n", "ax[1].set_title('Torque')\n", "\n", "ax1 = ax[1].twinx()\n", "ax1.tick_params(axis='y', labelcolor='b')\n", - "wec_tdom[0]['force'].sel(type=['Froude_Krylov', 'diffraction']).sum('type').plot(ax=ax1, c='b')\n", + "wec_tdom[0]['force'].sel(type=['excitation']).plot(ax=ax1, c='b')\n", "ax1.set_ylabel('Excitation torque [N-m]', color='b')\n", "ax1.set_title('Torque')\n", "\n", @@ -981,13 +1147,24 @@ "ax[2].set_title('PTO Velocity')\n", "ax[2].set_ylabel('Velocity [deg/s]')\n", "\n", + "# Spring\n", + "ax[3].plot(t, spring_force, c='k')\n", + "ax[3].set_title('Nonlinear Spring Torque')\n", + "ax[3].set_ylabel('Torque [N-m]')\n", + "\n", + "ax3 = ax[3].twinx()\n", + "ax3.tick_params(axis='y', labelcolor='b')\n", + "ax3.plot(t, pto_pos, c='b')\n", + "ax3.set_ylabel('PTO pos. [deg]', color='b')\n", + "ax3.set_title('')\n", + "\n", "# Power\n", - "ax[3].plot(t, pto_mech_power, label='Mech. power ($\\\\bar{P}_{mech}$: ' + f'{avg_mech_power:.1f} W)')\n", - "ax[3].plot(t, pto_elec_power, linestyle='dashdot', label='Elec. power ($\\\\bar{P}_{elec}$: ' + f'{avg_elec_power:.1f} W)')\n", - "ax[3].set_title('Power Output')\n", - "ax[3].set_ylabel('Power [W]')\n", - "ax[3].legend()\n", - "ax[3].set_xlabel('Time [s]')\n", + "ax[4].plot(t, pto_mech_power, label='Mech. power ($\\\\bar{P}_{mech}$: ' + f'{avg_mech_power:.1f} W)')\n", + "ax[4].plot(t, pto_elec_power, linestyle='dashdot', label='Elec. power ($\\\\bar{P}_{elec}$: ' + f'{avg_elec_power:.1f} W)')\n", + "ax[4].set_title('Power Output')\n", + "ax[4].set_ylabel('Power [W]')\n", + "ax[4].legend()\n", + "ax[4].set_xlabel('Time [s]')\n", "\n", "for axi in ax:\n", " axi.grid()\n", diff --git a/wecopttool/utilities.py b/wecopttool/utilities.py index b2192dff6..32d25e24a 100644 --- a/wecopttool/utilities.py +++ b/wecopttool/utilities.py @@ -134,6 +134,7 @@ def plot_hydrodynamic_coefficients(bem_data, def plot_bode_impedance(impedance: DataArray, title: Optional[str]= '', + fig_axes: Optional[list(Figure, Axes)] = None, #plot_natural_freq: Optional[bool] = False, )-> tuple(Figure, Axes): """Plot Bode graph from wecoptool impedance data array. @@ -152,14 +153,18 @@ def plot_bode_impedance(impedance: DataArray, mag = 20.0 * np.log10(np.abs(impedance)) phase = np.rad2deg(np.unwrap(np.angle(impedance))) freq = impedance.omega.values/2/np.pi - fig, axes = plt.subplots( - 2*len(radiating_dofs), - len(influenced_dofs), - tight_layout=True, - sharex=True, - figsize=(3*len(radiating_dofs), 3*len(influenced_dofs)), - squeeze=False - ) + if fig_axes is None: + fig, axes = plt.subplots( + 2*len(radiating_dofs), + len(influenced_dofs), + tight_layout=True, + sharex=True, + figsize=(3*len(radiating_dofs), 3*len(influenced_dofs)), + squeeze=False + ) + else: + fig = fig_axes[0] + axes = fig_axes[1] fig.suptitle(title + ' Bode Plots', fontweight='bold') sp_idx = 0 @@ -270,7 +275,9 @@ def calculate_power_flows(wec, return power_flows -def plot_power_flow(power_flows: dict[str, float])-> tuple(Figure, Axes): +def plot_power_flow(power_flows: dict[str, float], + tolerance: Optional[float] = None, +)-> tuple(Figure, Axes): """Plot power flow through a WEC as Sankey diagram. Parameters @@ -278,10 +285,15 @@ def plot_power_flow(power_flows: dict[str, float])-> tuple(Figure, Axes): power_flows Power flow dictionary produced by for example by :py:func:`wecopttool.utilities.calculate_power_flows`. - Required keys: 'Optimal Excitation', 'Radiated', 'Actual Excitation' - 'Electrical (solver)', 'Mechanical (solver)', - 'Absorbed', 'Unused Potential', 'PTO Loss' + Required keys: 'Optimal Excitation', 'Radiated', 'Actual Excitation', + 'Electrical (solver)', 'Mechanical (solver)', + 'Absorbed', 'Unused Potential', 'PTO Loss' + tolerance + Tolerance value for sankey diagram. """ + if tolerance is None: + tolerance = -1e-03*power_flows['Optimal Excitation'] + # fig = plt.figure(figsize = [8,4]) # ax = fig.add_subplot(1, 1, 1,) fig, ax = plt.subplots(1, 1, @@ -295,7 +307,7 @@ def plot_power_flow(power_flows: dict[str, float])-> tuple(Figure, Axes): offset= 0, format = '%.1f', shoulder = 0.02, - tolerance=-1e-03*power_flows['Optimal Excitation'], + tolerance = tolerance, unit = 'W' ) From fa0b584372a963bfeb7af2685c4e60d78dac1718 Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Tue, 8 Oct 2024 07:57:41 -0600 Subject: [PATCH 20/37] Fix PTO force attribute and tutorial 1 constraint (#369) --- examples/tutorial_1_WaveBot.ipynb | 4 ++-- wecopttool/pto.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/tutorial_1_WaveBot.ipynb b/examples/tutorial_1_WaveBot.ipynb index 00d2badb6..a4d4dfb24 100644 --- a/examples/tutorial_1_WaveBot.ipynb +++ b/examples/tutorial_1_WaveBot.ipynb @@ -359,7 +359,7 @@ "nsubsteps = 4\n", "\n", "def const_f_pto(wec, x_wec, x_opt, waves): # Format for scipy.optimize.minimize\n", - " f = pto.force_on_wec(wec, x_wec, x_opt, waves, nsubsteps)\n", + " f = pto.force(wec, x_wec, x_opt, waves, nsubsteps)\n", " return f_max - np.abs(f.flatten())\n", "\n", "ineq_cons = {'type': 'ineq',\n", @@ -974,7 +974,7 @@ " f_max = 750.0\n", "\n", " def const_f_pto(wec, x_wec, x_opt, waves):\n", - " f = pto.force_on_wec(wec, x_wec, x_opt, waves, nsubsteps)\n", + " f = pto.force(wec, x_wec, x_opt, waves, nsubsteps)\n", " return f_max - np.abs(f.flatten())\n", "\n", " ineq_cons = {'type': 'ineq', 'fun': const_f_pto}\n", diff --git a/wecopttool/pto.py b/wecopttool/pto.py index 17841ec9c..7ff85db55 100644 --- a/wecopttool/pto.py +++ b/wecopttool/pto.py @@ -745,7 +745,7 @@ def _postproc(wec, res, waves, nsubsteps): vel_attr = {'long_name': 'Velocity', 'units': 'm/s or rad/s'} acc_attr = {'long_name': 'Acceleration', 'units': 'm/s^2 or rad/s^2'} - force_attr = {'long_name': 'Force or moment on WEC', + force_attr = {'long_name': 'PTO force or torque', 'units': 'N or Nm'} power_attr = {'long_name': 'Power', 'units': 'W'} mech_power_attr = {'long_name': 'Mechanical power', 'units': 'W'} From 0ed47048701a61a5a38f65d63d3beadbecbb196d Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Thu, 10 Oct 2024 14:59:51 -0600 Subject: [PATCH 21/37] Add debug option for building documentation locally (#374) * added production and debug options for docs build * limited choices for input options --- .github/workflows/pr.yml | 2 +- .github/workflows/push.yml | 2 +- .github/workflows/release.yml | 2 +- docs/build_docs.py | 65 ++++++++++++++++++++++------------- 4 files changed, 45 insertions(+), 26 deletions(-) diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml index 14827dde1..4ab47fc1f 100644 --- a/.github/workflows/pr.yml +++ b/.github/workflows/pr.yml @@ -139,4 +139,4 @@ jobs: shell: bash -l {0} run: | git fetch --tags - python3 docs/build_docs.py + python3 docs/build_docs.py --build production diff --git a/.github/workflows/push.yml b/.github/workflows/push.yml index 0f4edd377..246ff62f5 100644 --- a/.github/workflows/push.yml +++ b/.github/workflows/push.yml @@ -138,7 +138,7 @@ jobs: shell: bash -l {0} run: | git fetch --tags - python3 docs/build_docs.py + python3 docs/build_docs.py --build production - name: Deploy uses: peaceiris/actions-gh-pages@v3 diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index cc9914e58..e0aa7ec03 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -62,7 +62,7 @@ jobs: shell: bash -l {0} run: | git fetch --tags - python3 docs/build_docs.py + python3 docs/build_docs.py --build production - name: Deploy uses: peaceiris/actions-gh-pages@v3 diff --git a/docs/build_docs.py b/docs/build_docs.py index 006882478..78b818a2f 100644 --- a/docs/build_docs.py +++ b/docs/build_docs.py @@ -3,6 +3,7 @@ import shutil import re import yaml +import argparse from sphinx.application import Sphinx @@ -17,6 +18,10 @@ html_dir = os.path.join(build_dir, 'html') doctree_dir = os.path.join(build_dir, 'doctrees') +parser = argparse.ArgumentParser() +parser.add_argument('-b', '--build', nargs=1, type=str, + choices=['debug', 'production'], + default='debug') def linkcheck(): app = Sphinx(source_dir, @@ -51,36 +56,50 @@ def cleanup(): f.write(data2) -def build_doc(version, tag, home_branch): - os.environ['current_version'] = version - subprocess.run(f'git checkout {tag}', shell=True) - subprocess.run( - f"git checkout {home_branch} -- {os.path.join(source_dir, 'conf.py')}", shell=True) - subprocess.run( - f"git checkout {home_branch} -- {os.path.join(docs_dir, 'versions.yaml')}", shell=True) - subprocess.run( - f"git checkout {home_branch} -- {os.path.join(source_dir, '_templates/versions.html')}", shell=True) +def build_doc(version, tag, home_branch, build): + if build != 'debug': + os.environ['current_version'] = version + subprocess.run(f'git checkout {tag}', shell=True) + subprocess.run( + f"git checkout {home_branch} -- {os.path.join(source_dir, 'conf.py')}", + shell=True) + subprocess.run( + f"git checkout {home_branch} -- {os.path.join(docs_dir, 'versions.yaml')}", + shell=True) + subprocess.run( + f"git checkout {home_branch} -- {os.path.join(source_dir, '_templates/versions.html')}", + shell=True) source.make_theory_animations linkcheck() html() cleanup() - subprocess.run( - f"git checkout {home_branch}", shell=True) + if build != 'debug': + subprocess.run( + f"git checkout {home_branch}", shell=True) -if __name__ == '__main__': - home_name = 'latest' - with open(os.path.join(docs_dir, 'versions.yaml'), 'r') as v_file: - versions = yaml.safe_load(v_file) - home_branch = versions[home_name] - build_doc(home_name, home_branch, home_branch) +def move_pages(): print(f"Moving HTML pages to {os.path.join(docs_dir, 'pages')}...") shutil.copytree(html_dir, os.path.join(docs_dir, 'pages')) print('Done.') - for name, tag in versions.items(): - if name != home_name: - build_doc(name, tag, home_branch) - print(f"Moving HTML pages to {os.path.join(docs_dir, 'pages', name)}...") - shutil.copytree(html_dir, os.path.join(docs_dir, 'pages', name)) - print('Done.') + + +if __name__ == '__main__': + args = parser.parse_args() + build = args.build + if build == 'debug': + print(f'Building docs in current branch...') + build_doc('latest', '', '', build) + move_pages() + else: + home_name = 'latest' + with open(os.path.join(docs_dir, 'versions.yaml'), 'r') as v_file: + versions = yaml.safe_load(v_file) + home_branch = versions[home_name] + build_doc(home_name, home_branch, home_branch, build) + move_pages() + for name, tag in versions.items(): + if name != home_name: + build_doc(name, tag, home_branch) + move_pages() shutil.rmtree(html_dir) From 2c3c9abeb52e96e7078ac5a83b7cd6d304857464 Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Fri, 11 Oct 2024 11:13:02 -0600 Subject: [PATCH 22/37] Adding Pioneer journal paper to reference list (#372) * added reference to Devin et al. 2024 (Pioneer journal paper) * use DOI without "doi.org" prefix --------- Co-authored-by: Ryan Coe --- docs/source/references.rst | 1 + docs/source/wecopttool_refs.bib | 10 ++++++++++ 2 files changed, 11 insertions(+) diff --git a/docs/source/references.rst b/docs/source/references.rst index dcda36f82..ac737676d 100644 --- a/docs/source/references.rst +++ b/docs/source/references.rst @@ -21,3 +21,4 @@ Bibliography Grasberger:2023aa Strofer:2023vw Coe2020Initial + DEVIN2024119124 diff --git a/docs/source/wecopttool_refs.bib b/docs/source/wecopttool_refs.bib index 21e553e2d..2c8adf69b 100644 --- a/docs/source/wecopttool_refs.bib +++ b/docs/source/wecopttool_refs.bib @@ -99,3 +99,13 @@ @article{Bacelli2014Numerical title = {Numerical optimal control of wave energy converters}, volume = {6}, year = {2014}} + +@article{DEVIN2024119124, + title = {High-dimensional control co-design of a wave energy converter with a novel pitch resonator power takeoff system}, + author = {Michael C. Devin and Daniel T. Gaebele and Carlos A. Michelén Ströfer and Jeff T. Grasberger and Jantzen Lee and Ryan G. Coe and Giorgio Bacelli}, + journal = {Ocean Engineering}, + volume = {312}, + pages = {119124}, + year = {2024}, + issn = {0029-8018}, + doi = {10.1016/j.oceaneng.2024.119124}} From 8e7a325903c41172c85673bc284ecfe5b4dfde5f Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Thu, 17 Oct 2024 12:22:19 -0600 Subject: [PATCH 23/37] Fix pioneer tutorial bug (define omega_data) (#379) --- examples/tutorial_4_Pioneer.ipynb | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/tutorial_4_Pioneer.ipynb b/examples/tutorial_4_Pioneer.ipynb index 45cc13b2f..cd7d5b066 100644 --- a/examples/tutorial_4_Pioneer.ipynb +++ b/examples/tutorial_4_Pioneer.ipynb @@ -306,6 +306,7 @@ "datafile = 'data/pioneer_empirical_data.nc'\n", "empirical_data = xr.load_dataset(datafile)\n", "\n", + "omega_data = empirical_data.omega\n", "exc_coeff_data = empirical_data.exc_coeff_data_real + 1j*empirical_data.exc_coeff_data_imag\n", "Zi_data = empirical_data.Zi_data_real + 1j*empirical_data.Zi_data_imag\n", "Zi_stiffness = empirical_data.Zi_stiffness\n", From 2c0ef7ba430c8f3a1fb3bc2ae10276abf293d76a Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Thu, 17 Oct 2024 16:08:52 -0600 Subject: [PATCH 24/37] Fixing typo from #374 (#375) * added missing input argument * fixed HTML pages destination folder not being version specific --- docs/build_docs.py | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/docs/build_docs.py b/docs/build_docs.py index 78b818a2f..e8f4f231b 100644 --- a/docs/build_docs.py +++ b/docs/build_docs.py @@ -78,9 +78,15 @@ def build_doc(version, tag, home_branch, build): f"git checkout {home_branch}", shell=True) -def move_pages(): - print(f"Moving HTML pages to {os.path.join(docs_dir, 'pages')}...") - shutil.copytree(html_dir, os.path.join(docs_dir, 'pages')) +def move_pages(dest_dir=None): + if dest_dir is None: + print(f"Moving HTML pages to {os.path.join(docs_dir, 'pages')}...") + shutil.copytree( + html_dir, os.path.join(docs_dir, 'pages')) + else: + print(f"Moving HTML pages to {os.path.join(docs_dir, 'pages', dest_dir)}...") + shutil.copytree( + html_dir, os.path.join(docs_dir, 'pages', dest_dir)) print('Done.') @@ -100,6 +106,6 @@ def move_pages(): move_pages() for name, tag in versions.items(): if name != home_name: - build_doc(name, tag, home_branch) - move_pages() + build_doc(name, tag, home_branch, build) + move_pages(dest_dir=name) shutil.rmtree(html_dir) From 71c826abfc290a705d8b9c6e30c5a29729c27fc7 Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Tue, 29 Oct 2024 13:46:59 -0600 Subject: [PATCH 25/37] Test capytaine lids (#363) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Update CONTRIBUTING.md to indicate PRs should be to the new `dev` branch * Update RELEASING.md to reflect new workflow with the `dev` branch * Set Default uniform_shift to False (#313) * Make uniform shift default false and fix test_core * Allow for non-uniform shift for impedance * update docstrings (#326) * damping naming and consistently change radiation damping (#328) * run CI + codeQL on dev PRs/pushses * Fix test failures (#330) * fix tests * fix pioneer * actually test power solution for irregular wave (#327) * Update test_integration with new scaling (#333) * Phase Realizations Demo and Docs (#315) * Pioneer tutorial realizations demo Add frequency array and realization study to beginning of pioneer tutorial * Update pioneer * Clean pioneer and update docs * remove print * Units * Update pioneer plots * Waves before frequencies * Explain less frequencies * Minor updates * Update pioneer * Merge branch 'dev' of https://github.com/sandialabs/WecOptTool into phases_demo * issue 321 fd_to_td() bug (#329) * bug bix : DC and Nyquist frequency should not be devided by two before ifft * Changed td_to_fd to scale single sided frequency components rather than TD signal * minor bug fix from issue332 #332 * nodf -> ndof (#334) * add DOI for Daniel's paper (#336) * Tutorial cleanup (#339) * run CI on PRs against dev branch * revamped tutorial 1, including fix for #293 * more tutorial cleanup and editorial changes * more cleanup and incorporated changes in #315 * fixed tutorial 2 colormaps * finishing touches * reverted a few accidental changes * fixes as per Jeff's review comments --------- Co-authored-by: Ryan Coe * Utils dev - replaces old utilities PR (#343) * run CI on PRs against dev branch * coppied fundamental utility files * import utilities module * added utilities funtions to tut1 * added bem plot from utils * added bem plot from utils * updated sankey plot * updated check_radiation_damping * cleared outputs * corrected bug * changed Zi to hydro_impedance to be consistent with our variables name python convention * PR review edits * add grid to plots * removed draft functions in utilities.py * typo * Fixed one more typo I found while reviewing Daniel's changes --------- Co-authored-by: Ryan Coe Co-authored-by: Michael Devin * Post process docstrings; use loops for multiple realizations (#337) * post_processing docstrings - examples - parameters (order) * handle multiple phase realizations internally * Update wecopttool/core.py * making outputs lists * Update implementation to function with tutorial 1 for now * Update tutorials * Update LUPA * Make sure same WEC is passed in * Add test_utilities Revert "Add test_utilities" This reverts commit 27399f03320f2c69fcb641e1496521b40c4a9d0b. * Update utilities module * Update utilities * Update test_utilities * Update tutorial 1 utilities call --------- Co-authored-by: Carlos A. Michelén Ströfer Co-authored-by: Carlos A. Michelén Ströfer Co-authored-by: jtgrasb Co-authored-by: jtgrasb <87095491+jtgrasb@users.noreply.github.com> * v3.0.0 * Lower tolerance for new test to fix CI failing occasionally * hyperlinks no longer have formatting, plus other small adjustments (#348) * Merge to dev, not main (#349) * Dev version of documentation site (#347) * added initial file changes based on sphinx_multiversion docs and WEC-Sim implementation * removed sphinx-multiversion since it is no longer supported and made manual multiversion * now uses absolute paths, commented out linkcheck for debugging * fixed docstring errors in utilities module * updating files again that somehow got reverted * fixing path in conf.py * don't run tutorials (will revert later) * handle file moves correctly, fixed if statement to make other versions appear * fixed two bugs in versions template * reverted temp changes, changes latest to main * switched latest to main * main branch now in root directory of pages * fixed URLs with change from last commit * make other branches visible before building * switched main branch tag for more testing * fixed typo * switched dev branch to an existing branch * renamed main to latest, changed version.html file name to avoid confusion * added prints about moving files so Sphinx output isn't misleading * fixed typo with quotations * changed versions.html name back because that broke things I guess * modified contributing documentation to reflect changes * add logic to remove duplicate 'latest' branch * Fixed pathing when already on latest * remove typo * Troubleshooting complete, switching back to correct branches for deployment * Removed extra word in docstring * removed redundant function * fixed pathing so returns to same file (and fixes tutorial/API docs) * changed latest branch for demonstration * switched back latest branch for deployment * updated with new Capytaine docs URL * Add warnings when adding inertia and hydrostatic stiffness automatically (#346) * CI workflow cleanup (#352) * removed conda environment from workflows since newer capytaine/wavespectra work with Windows * fixed unnecessary capitalization * still create CI conda environment to fix Mac environment failures * added conda env fully back in, push workflow deploys docs, split PR workflow * conda environment activates again * mambaforge instead of miniforge * manual cache reset * reset to older version of setup-miniconda to troubleshoot * Specify NumPy version <2.0 since it breaks autograd * v3.0.1 (#360) * Revert "v3.0.1 (#360)" (#361) This reverts commit f79ff8b97bde9c674b921a526ce261db4f8f299b. * Update pyproject.toml * Test out lid feature * Add lid to pioneer and remove extra files * Revert LUPA and add lid comment * Revert LUPA bem data * Fix pioneer * Test lid LUPA * Update LUPA with lid * LUPA lid * Revert LUPA unnecessary changes * Resolve Daniel's suggestions --------- Co-authored-by: Carlos A. Michelén Ströfer Co-authored-by: Ryan Coe Co-authored-by: Daniel Gaebele <86246113+dtgaebe@users.noreply.github.com> Co-authored-by: Michael Devin Co-authored-by: Carlos A. Michelén Ströfer Co-authored-by: mcdevin --- examples/data/bem.nc | Bin 39290 -> 44430 bytes examples/tutorial_1_WaveBot.ipynb | 16 +++++++++--- examples/tutorial_2_AquaHarmonics.ipynb | 9 +++++-- examples/tutorial_3_LUPA.ipynb | 32 ++++++++++++++---------- examples/tutorial_4_Pioneer.ipynb | 8 ++++-- 5 files changed, 45 insertions(+), 20 deletions(-) diff --git a/examples/data/bem.nc b/examples/data/bem.nc index bca7066d50a889a512b2855b0431960bc0dd06de..45be488d8b060f320d1d86565dae8041a0f5ab9b 100644 GIT binary patch literal 44430 zcmeFa2V7OVvM|2sAV?KOMFr`IbSV}Rswjx`CenMaqKE}iELc$~3Q}ySfDNRRNEZvJ zSg`^ky*CB%TZ_&1s_&e8-+AAC|KIoC|BSe^GMP*!lS$9YI;gLsH+$BCS@f)|6dHV= zfuq?}jQmW1m1OtvjruyK^t1QS(=VMyGR&O`8}p$)>{F(?*Jj*V^b|T0!!Jl-Bpe1F zN*O(s!kB^TZkcf@(lY^6^q>7Q3s5L5e-=n#7W!wQv}nx2{~0O@^MZd)#=PjChZD&$ zi~dWJ8KIcx{3#{Rv<7Ly|LsyWuy~jKLOoM`V+v`w^c3!Y=!Is#H`uATWSWK1XlSNB zOXxV44AaxX`mK~Bw^gr^Jtg_)>lHc%=L8$i3n3Bxw=aB&ZNyV?I$VsDcw0a zO~po1&8AW@ks)Lpnk*I;xvTZe2ws#oGaP8OgXU6WkRlmVwo)VsFI6TcE^3I_3<1sM 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zDyUHc9n(6)Dn=>rqJ;-HPO8Gra?ErUhP&gb>JO9yvPz&_cfmV*ODY5u>NdD^S7DhB z1rif=ZaBBh?gPt1CEy{crz%{N3Qg2=Mq;0k2V>;k30UjMdL^=caQ&^FQXaaUsOo+(>sygN9wAC!H-SG2Oa4 z7Z=~N_|n{qwEPc6a7@bB-(Wr!7+Wc?XmTsC``<2@ljAIK>$Ox{I~9xI3A$a}XPo+n zs@XL=?lg>43_*afn5e7-L=kMts<^P_2I`8{&)qo!v zY1KaeiDE-(<LRVA{jydf&{ds Date: Mon, 27 Jan 2025 12:10:48 -0700 Subject: [PATCH 26/37] Use Miniforge distribution in CI (#392) * switch to Miniforge distribution since Mambaforge is no longer supported * updated name * updated to newer GitHub Action version * changed miniforge variant * switched to v2 of GH Action since v3 defaults to osx-arm64 --- .github/workflows/pr.yml | 6 ++---- .github/workflows/push.yml | 6 ++---- 2 files changed, 4 insertions(+), 8 deletions(-) diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml index 4ab47fc1f..77879f004 100644 --- a/.github/workflows/pr.yml +++ b/.github/workflows/pr.yml @@ -30,10 +30,10 @@ jobs: # - the content of pyproject.toml changes # - you manually change the value of the CACHE_NUMBER below # Else the existing cache is used. - - name: Setup Mambaforge + - name: Setup Miniforge uses: conda-incubator/setup-miniconda@v2 with: - miniforge-variant: Mambaforge + miniforge-variant: Miniforge3 miniforge-version: latest activate-environment: test-env use-mamba: true @@ -45,8 +45,6 @@ jobs: shell: bash # create a conda yaml file - # for some reason Windows installs capytaine 1.4 instead of latest. - # CHANGE: Capytaine version - name: Create environment.yml file run: | echo "name: test-env" >> environment.yml; diff --git a/.github/workflows/push.yml b/.github/workflows/push.yml index 246ff62f5..260ded386 100644 --- a/.github/workflows/push.yml +++ b/.github/workflows/push.yml @@ -30,10 +30,10 @@ jobs: # - the content of pyproject.toml changes # - you manually change the value of the CACHE_NUMBER below # Else the existing cache is used. - - name: Setup Mambaforge + - name: Setup Miniforge uses: conda-incubator/setup-miniconda@v2 with: - miniforge-variant: Mambaforge + miniforge-variant: Miniforge3 miniforge-version: latest activate-environment: test-env use-mamba: true @@ -45,8 +45,6 @@ jobs: shell: bash # create a conda yaml file - # for some reason Windows installs capytaine 1.4 instead of latest. - # CHANGE: Capytaine version - name: Create environment.yml file run: | echo "name: test-env" >> environment.yml; From 0403435be2e244f2020543b5f68a50aea353f6f7 Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Tue, 28 Jan 2025 12:01:43 -0700 Subject: [PATCH 27/37] Updated workflows to newest Python version and changed references to supported versions (#390) Co-authored-by: jtgrasb <87095491+jtgrasb@users.noreply.github.com> --- .github/CONTRIBUTING.md | 4 ++-- .github/workflows/pr.yml | 4 ++-- .github/workflows/push.yml | 4 ++-- .github/workflows/release.yml | 4 ++-- README.md | 2 +- 5 files changed, 9 insertions(+), 9 deletions(-) diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md index 171109b99..db14fe7e8 100644 --- a/.github/CONTRIBUTING.md +++ b/.github/CONTRIBUTING.md @@ -12,7 +12,7 @@ Using `conda` this looks like: ```bash conda create -n wecopttool conda activate wecopttool -conda install -c conda-forge python=3.11 capytaine wavespectra +conda install -c conda-forge python=3.13 capytaine wavespectra git clone git@github.com:/WecOptTool.git cd WecOptTool pip install -e .[dev] @@ -22,7 +22,7 @@ And using `pip`: ```bash git clone git@github.com:/WecOptTool.git cd WecOptTool -python3.11 -m venv .venv +python3.13 -m venv .venv . .venv/bin/activate pip install -e .[dev] ``` diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml index 77879f004..051237528 100644 --- a/.github/workflows/pr.yml +++ b/.github/workflows/pr.yml @@ -17,7 +17,7 @@ jobs: fail-fast: false matrix: os: ["ubuntu-latest", "macos-latest", "windows-latest"] - python-version: ["3.10", "3.11"] # CHANGE: Python version + python-version: ["3.12", "3.13"] # CHANGE: Python version steps: # Checkout the WecOptTool repo @@ -121,7 +121,7 @@ jobs: - uses: actions/checkout@v3 - uses: actions/setup-python@v4 with: - python-version: '3.11' # CHANGE: Python version + python-version: '3.13' # CHANGE: Python version - name: Install dependencies run: sudo apt-get install libglu1 pandoc gifsicle diff --git a/.github/workflows/push.yml b/.github/workflows/push.yml index 260ded386..20bf428e9 100644 --- a/.github/workflows/push.yml +++ b/.github/workflows/push.yml @@ -17,7 +17,7 @@ jobs: fail-fast: false matrix: os: ["ubuntu-latest", "macos-latest", "windows-latest"] - python-version: ["3.10", "3.11"] # CHANGE: Python version + python-version: ["3.12", "3.13"] # CHANGE: Python version steps: # Checkout the WecOptTool repo @@ -120,7 +120,7 @@ jobs: - uses: actions/checkout@v3 - uses: actions/setup-python@v4 with: - python-version: '3.11' # CHANGE: Python version + python-version: '3.13' # CHANGE: Python version - name: Install dependencies run: sudo apt-get install libglu1 pandoc gifsicle diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index e0aa7ec03..a915b35a1 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -16,7 +16,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v4 with: - python-version: '3.11' # CHANGE: Python version + python-version: '3.13' # CHANGE: Python version - name: Build a binary wheel and a source tarball run: | @@ -46,7 +46,7 @@ jobs: - uses: actions/checkout@v3 - uses: actions/setup-python@v4 with: - python-version: '3.11' # CHANGE: Python version + python-version: '3.13' # CHANGE: Python version - name: Install dependencies run: sudo apt-get install libglu1 pandoc gifsicle diff --git a/README.md b/README.md index c2c51ea42..316054b5d 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ Refer to [WecOptTool documentation](https://sandialabs.github.io/WecOptTool/) fo ## Getting started **If you are brand new to Python and/or want detailed installation instructions, [click here](https://github.com/sandialabs/WecOptTool/blob/main/INSTALLATION.md).** -WecOptTool requires Python >= 3.8. Python 3.10 & 3.11 are supported. +WecOptTool requires Python >= 3.8. Python 3.12 & 3.13 are supported. It is strongly recommended you create a dedicated virtual environment (e.g., using [`conda`](https://www.anaconda.com/), [`mamba`](https://mamba.readthedocs.io/en/latest/), `venv`, etc.) before installing WecOptTool. From your dedicated environment, you can install WecOptTool via `conda`, `pip`, or `mamba`: From 42721d6dce96e586bf2b25ff1fb1cb7d2a1e5620 Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Wed, 29 Jan 2025 15:47:55 -0700 Subject: [PATCH 28/37] Revert to Python 3.12 (#394) * Try specifying subversion * Test new cache * revert to 3.12 * Revert comment back to normal --- .github/CONTRIBUTING.md | 4 ++-- .github/workflows/pr.yml | 4 ++-- .github/workflows/push.yml | 4 ++-- .github/workflows/release.yml | 4 ++-- README.md | 2 +- 5 files changed, 9 insertions(+), 9 deletions(-) diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md index db14fe7e8..b9a6c6065 100644 --- a/.github/CONTRIBUTING.md +++ b/.github/CONTRIBUTING.md @@ -12,7 +12,7 @@ Using `conda` this looks like: ```bash conda create -n wecopttool conda activate wecopttool -conda install -c conda-forge python=3.13 capytaine wavespectra +conda install -c conda-forge python=3.12 capytaine wavespectra git clone git@github.com:/WecOptTool.git cd WecOptTool pip install -e .[dev] @@ -22,7 +22,7 @@ And using `pip`: ```bash git clone git@github.com:/WecOptTool.git cd WecOptTool -python3.13 -m venv .venv +python3.12 -m venv .venv . .venv/bin/activate pip install -e .[dev] ``` diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml index 051237528..2346bc722 100644 --- a/.github/workflows/pr.yml +++ b/.github/workflows/pr.yml @@ -17,7 +17,7 @@ jobs: fail-fast: false matrix: os: ["ubuntu-latest", "macos-latest", "windows-latest"] - python-version: ["3.12", "3.13"] # CHANGE: Python version + python-version: ["3.11", "3.12"] # CHANGE: Python version steps: # Checkout the WecOptTool repo @@ -121,7 +121,7 @@ jobs: - uses: actions/checkout@v3 - uses: actions/setup-python@v4 with: - python-version: '3.13' # CHANGE: Python version + python-version: '3.12' # CHANGE: Python version - name: Install dependencies run: sudo apt-get install libglu1 pandoc gifsicle diff --git a/.github/workflows/push.yml b/.github/workflows/push.yml index 20bf428e9..471781b85 100644 --- a/.github/workflows/push.yml +++ b/.github/workflows/push.yml @@ -17,7 +17,7 @@ jobs: fail-fast: false matrix: os: ["ubuntu-latest", "macos-latest", "windows-latest"] - python-version: ["3.12", "3.13"] # CHANGE: Python version + python-version: ["3.11", "3.12"] # CHANGE: Python version steps: # Checkout the WecOptTool repo @@ -120,7 +120,7 @@ jobs: - uses: actions/checkout@v3 - uses: actions/setup-python@v4 with: - python-version: '3.13' # CHANGE: Python version + python-version: '3.12' # CHANGE: Python version - name: Install dependencies run: sudo apt-get install libglu1 pandoc gifsicle diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index a915b35a1..82c32f076 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -16,7 +16,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v4 with: - python-version: '3.13' # CHANGE: Python version + python-version: '3.12' # CHANGE: Python version - name: Build a binary wheel and a source tarball run: | @@ -46,7 +46,7 @@ jobs: - uses: actions/checkout@v3 - uses: actions/setup-python@v4 with: - python-version: '3.13' # CHANGE: Python version + python-version: '3.12' # CHANGE: Python version - name: Install dependencies run: sudo apt-get install libglu1 pandoc gifsicle diff --git a/README.md b/README.md index 316054b5d..221cd641c 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ Refer to [WecOptTool documentation](https://sandialabs.github.io/WecOptTool/) fo ## Getting started **If you are brand new to Python and/or want detailed installation instructions, [click here](https://github.com/sandialabs/WecOptTool/blob/main/INSTALLATION.md).** -WecOptTool requires Python >= 3.8. Python 3.12 & 3.13 are supported. +WecOptTool requires Python >= 3.8. Python 3.11 & 3.12 are supported. It is strongly recommended you create a dedicated virtual environment (e.g., using [`conda`](https://www.anaconda.com/), [`mamba`](https://mamba.readthedocs.io/en/latest/), `venv`, etc.) before installing WecOptTool. From your dedicated environment, you can install WecOptTool via `conda`, `pip`, or `mamba`: From 65df9febf4a0882b34c4fd06b05e62b8a730ef8e Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Wed, 29 Jan 2025 16:57:53 -0700 Subject: [PATCH 29/37] Sphinx build documentation (#389) * added README to docs folder to explain Sphinx build process * updated README with build versions explanation * fixed link --------- Co-authored-by: jtgrasb <87095491+jtgrasb@users.noreply.github.com> --- docs/README.md | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100644 docs/README.md diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 000000000..ba80efba4 --- /dev/null +++ b/docs/README.md @@ -0,0 +1,8 @@ +# Sphinx Documentation +This directory contains the files used to generate the [Sphinx documentation site for WecOptTool](https://sandialabs.github.io/WecOptTool/). + +* `build_docs.py` is a script used to run the Sphinx build itself. This script uses the built-in Sphinx API (i.e. the `Sphinx` class and `Sphinx.build()`) rather than Makefiles, which runs counter to the general Sphinx documentation. This is so the Sphinx build process cooperates better with Windows and GitHub Actions, see [#204](https://github.com/sandialabs/WecOptTool/pull/204). This script can be called with either `python build_docs.py --build production` or `python build_docs.py --build debug` options. `--build debug` is best for testing a documentation build locally, and will only build for the Git branch you are currently on. `--build production` is used in the GitHub CI workflows, and generates documentation for all the branches specified in `versions.yaml`. +* The `source/` subdirectory includes `conf.py` (the Sphinx configuration file for the Sphinx build) and all the files populating the documentation site. +* `clean_docs.py` removes the files and directories automatically generated by Sphinx during a build. This should be run before committing changes in this directory to GitHub. +* `versions.yaml` specifies which branches to build the documentation from when the `production` build option is selected when `build_docs.py` is called. This is currently set so `main` is the default landing page (aka `latest`) with `dev` also being built. + \ No newline at end of file From aad2cc056a1ff6d9026c53d97163726a424786f4 Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Wed, 29 Jan 2025 16:58:25 -0700 Subject: [PATCH 30/37] Updating Conda management documentation (#388) * updated Conda package management docuemntation to be easier to follow * Removed unnecessary brackets --------- Co-authored-by: jtgrasb <87095491+jtgrasb@users.noreply.github.com> --- .github/RELEASING.md | 18 ++++++++++++++++-- 1 file changed, 16 insertions(+), 2 deletions(-) diff --git a/.github/RELEASING.md b/.github/RELEASING.md index 9148ec1ea..7e56ee213 100644 --- a/.github/RELEASING.md +++ b/.github/RELEASING.md @@ -30,6 +30,20 @@ See the [GitHub release workflow](https://github.com/sandialabs/WecOptTool/blob/ **NOTE:** While GitHub lets you delete a release and then create a new one with the same name, PyPI does not. You can delete releases but you cannot upload a package with the same version as a previous one (even a deleted one). ## Conda package -When a new release is available on PyPI, Conda-forge has a [bot](https://github.com/regro/autotick-bot) that will automatically find this and create a pull request in [wecopttool-feedstock](https://github.com/conda-forge/wecopttool-feedstock), the GitHub repository that houses the Conda recipe for WecOptTool. Conda-forge does not currently have full integration with `pyproject.toml` files, so we have to manually update the [`meta.yaml`](https://github.com/conda-forge/wecopttool-feedstock/blob/main/recipe/meta.yaml) file in the WecOptTool Conda recipe with any new or removed dependencies if changes were made in `pyproject.toml`. The version number, SHA256, and build number should be automatically updated by the bot, but these should also be checked just in case. +The Conda package for WecOptTool is housed in the [wecopttool-feedstock](https://github.com/conda-forge/wecopttool-feedstock) repository. +When a new release is available on PyPI, Conda-forge has a [bot](https://github.com/regro/autotick-bot) that will automatically detect it, create a pull request in wecopttool-feedstock, and merge it. +In other words, the WecOptTool Conda package will usually update automatically within a few hours of a new release being published. -Follow the instructions on the [Conda-forge maintainer documentation](https://conda-forge.org/docs/maintainer/updating_pkgs.html#pushing-to-regro-cf-autotick-bot-branch) to push any required changes to the bot-generated pull request. Merge and close the pull request once these updates are pushed and the Conda-forge CI passes. The Conda build will now install the new release for users. +If any dependencies are added, removed, or changed in `pyproject.toml`[^1], the Conda recipe must be manually updated to reflect these changes. +To do this: + +1. Fork `wecopttool-feedstock` +2. In a new branch, update [`wecopttool-feedstock/recipe/meta.yaml`](https://github.com/conda-forge/wecopttool-feedstock/blob/main/recipe/meta.yaml) (the file containing the Conda recipe) by editing the `run` list of `requirements` to mirror the dependency list in `pyproject.toml`. +3. Create a [pull request](https://github.com/conda-forge/wecopttool-feedstock/pulls) to the `main` branch of `wecopttool-feedstock` from your new branch. +4. Follow the instructions in the autogenerated checklist in the pull request description. +5. Merge the pull request once the linter comes back clean and the CI passes. + +Other changes to the Conda configuration unrelated to a new version release, such as changing package metadata or the maintainers list, also require a manual update to the recipe through this same process. + +[^1]: At time of writing, Conda-forge does not currently have full integration with `pyproject.toml` files, see https://github.com/conda-forge/wecopttool-feedstock/pull/8. +This may change in the future though: see https://github.com/conda/conda/issues/12462. From 96b5e6ca199b784360dcf4596514c7f355435a08 Mon Sep 17 00:00:00 2001 From: Michael Devin Date: Thu, 30 Jan 2025 16:31:55 -0700 Subject: [PATCH 31/37] Remove redundant Sphinx build directory (#387) * docs/_build directory now deleted after files are copied elsewhere * removed redundant build directory and extraneous references to it * removed debugging line * added custom.css back in after accidentally removing it --------- Co-authored-by: jtgrasb <87095491+jtgrasb@users.noreply.github.com> --- .gitignore | 2 +- docs/build_docs.py | 2 +- docs/clean_docs.py | 4 ++-- docs/source/conf.py | 1 + docs/source/theory.rst | 4 ++-- 5 files changed, 7 insertions(+), 6 deletions(-) diff --git a/.gitignore b/.gitignore index 7f1525691..ca1f033b9 100644 --- a/.gitignore +++ b/.gitignore @@ -6,9 +6,9 @@ WecOptTool.egg-info dist/ # Sphinx -docs/_build/ docs/source/_examples docs/source/api_docs +docs/pages/ # Tutorials results results* diff --git a/docs/build_docs.py b/docs/build_docs.py index e8f4f231b..7146b9fc9 100644 --- a/docs/build_docs.py +++ b/docs/build_docs.py @@ -87,6 +87,7 @@ def move_pages(dest_dir=None): print(f"Moving HTML pages to {os.path.join(docs_dir, 'pages', dest_dir)}...") shutil.copytree( html_dir, os.path.join(docs_dir, 'pages', dest_dir)) + shutil.rmtree(build_dir, ignore_errors=True) print('Done.') @@ -108,4 +109,3 @@ def move_pages(dest_dir=None): if name != home_name: build_doc(name, tag, home_branch, build) move_pages(dest_dir=name) - shutil.rmtree(html_dir) diff --git a/docs/clean_docs.py b/docs/clean_docs.py index f488fb7b5..3912bcf65 100644 --- a/docs/clean_docs.py +++ b/docs/clean_docs.py @@ -2,16 +2,16 @@ from shutil import rmtree docs_dir = os.path.dirname(os.path.abspath(__file__)) -build_dir = os.path.join(docs_dir, '_build') source_dir = os.path.join(docs_dir, 'source') +build_dir = os.path.join(docs_dir, '_build') example_dir = os.path.join(source_dir, '_examples') api_dir = os.path.join(source_dir, 'api_docs') pages_dir = os.path.join(docs_dir, 'pages') def clean(): + rmtree(build_dir, ignore_errors=True) rmtree(example_dir, ignore_errors=True) rmtree(api_dir, ignore_errors=True) - rmtree(build_dir, ignore_errors=True) rmtree(pages_dir, ignore_errors=True) if __name__ == '__main__': diff --git a/docs/source/conf.py b/docs/source/conf.py index 8377ac2ab..33c50b80f 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -57,6 +57,7 @@ 'current_version' : current_branch, 'other_versions' : [], } + with open(os.path.join(project_root, 'docs/versions.yaml'), 'r') as v_file: versions = yaml.safe_load(v_file) for name in versions.keys(): diff --git a/docs/source/theory.rst b/docs/source/theory.rst index c8169c576..d7f60be11 100644 --- a/docs/source/theory.rst +++ b/docs/source/theory.rst @@ -54,7 +54,7 @@ How's this different from what I'm used to? Most users will be more familiar with a time-stepping approach for differential equations--this is the method applied in Simulink and therefore `WEC-Sim`_. Starting from an initial time (e.g., :math:`t=0`), the solution is solved by iteratively stepping forward in time. -.. image:: ../_build/html/_static/theory_animation_td.gif +.. image:: ../pages/_static/theory_animation_td.gif :width: 600 :alt: Time-domain solution animation :align: center @@ -62,7 +62,7 @@ Starting from an initial time (e.g., :math:`t=0`), the solution is solved by ite Pseudo-spectral methods can be applied to solve the same differential equations, but solve the entire time period of interest at once. At first the solution will not be correct, but as the optimization algorithm iterates, it will progressively improve the solution. -.. image:: ../_build/html/_static/theory_animation_ps.gif +.. image:: ../pages/_static/theory_animation_ps.gif :width: 600 :alt: Pseudo-spectral solution animation :align: center From 262ba54b01d4fc4642e8ab8d39d73d5edc969522 Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Tue, 11 Feb 2025 10:29:26 -0700 Subject: [PATCH 32/37] Fix minor friction bug in core.py (#385) * Fix friction assignment * improved variable names friction_data is more descriptive than just data. Wanting to avoid using data elsewhere. * fixed bug I introduced --------- Co-authored-by: Daniel Gaebele <86246113+dtgaebe@users.noreply.github.com> --- wecopttool/core.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/wecopttool/core.py b/wecopttool/core.py index 40ca2a1be..e118efc67 100644 --- a/wecopttool/core.py +++ b/wecopttool/core.py @@ -2250,8 +2250,8 @@ def add_linear_friction( f'Variable "{name}" is already in BEM data ' + 'with same value.') else: - data = atleast_2d(friction) - hydro_data['friction'] = (dims, friction) + friction_data = atleast_2d(friction) + hydro_data['friction'] = (dims, friction_data) elif friction is None: ndof = len(hydro_data["influenced_dof"]) hydro_data['friction'] = (dims, np.zeros([ndof, ndof])) From 758a195471e86789ae6506ab9c62767516bdcb48 Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Tue, 11 Feb 2025 10:32:37 -0700 Subject: [PATCH 33/37] Update depth and rerun BEM (#384) This 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zJ_;<$8{a)iM9x+`iQ7-uKsr-#%Xs-U^u$2B@fMDM8A4T$AvfAxQM5Kj2&P5Ncz=*+K_)zUt^tIEj{RvY(`bcBr?YNhSC>INL z2g$79uCm%L=LZeQw^Vz+_Ie&N89eBhU6+9lhS<|B9JK_C*L?RDU(_Q##+ljY(s@We zK6bKGAOpD#{wSKQKL<7NOYQ4?9g6!BT{B*ti%#C158RfMj))xNzHgVz;6rBP3zn5y z#JV&!*|t3wX)#{iL;EES-K{#4|B}xXIu%`|n^$TOnXN#|Ywa9Fu2r06B$tN5%vUS7 z+nIolN!vMx#cK4~?zwB+rEF9yXuRAWoQgUhey_OXs#q#$XU19N@v4S-fZJ=0*I64C7p7L|CEiMAOSj-*y3A?eYl(vrvZp~lABv+imI z+M5wLOFBjTlk09GC1u*wOg1A`Zdv1R<^OM1_Pu}Vlc|3yJ6l%v|0d+9{ALaQOIG%O zmi Date: Thu, 20 Feb 2025 16:52:17 -0700 Subject: [PATCH 34/37] use dev for docs and restrict sphinx (#396) --- .github/workflows/push.yml | 2 +- pyproject.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/push.yml b/.github/workflows/push.yml index 471781b85..5eaf1e45a 100644 --- a/.github/workflows/push.yml +++ b/.github/workflows/push.yml @@ -130,7 +130,7 @@ jobs: run: | python3 -m pip install --upgrade pip pip3 install wheel coveralls - pip3 install .[dev,geometry] + pip3 install -e .[dev,geometry] - name: Build documentation shell: bash -l {0} diff --git a/pyproject.toml b/pyproject.toml index 9b9440e73..64a2f238d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -32,7 +32,7 @@ dependencies = [ [project.optional-dependencies] dev = [ "pytest", - "sphinx", + "sphinx<8.2.0", "sphinxcontrib-bibtex", "sphinx_rtd_theme", "jupyter", From 1a098df54295c29e8ebb0d6e86f127f48e0ebf7d Mon Sep 17 00:00:00 2001 From: Ryan Coe Date: Fri, 21 Feb 2025 10:15:26 -0700 Subject: [PATCH 35/37] Ifac_cams_2024 (#377) * add entry (missing DOI) * show new reference in bibliography --------- Co-authored-by: jtgrasb <87095491+jtgrasb@users.noreply.github.com> --- docs/source/references.rst | 1 + docs/source/wecopttool_refs.bib | 9 +++++++++ 2 files changed, 10 insertions(+) diff --git a/docs/source/references.rst b/docs/source/references.rst index ac737676d..ea8310b2b 100644 --- a/docs/source/references.rst +++ b/docs/source/references.rst @@ -22,3 +22,4 @@ Bibliography Strofer:2023vw Coe2020Initial DEVIN2024119124 + Coe:2024aa \ No newline at end of file diff --git a/docs/source/wecopttool_refs.bib b/docs/source/wecopttool_refs.bib index 2c8adf69b..e142a6ede 100644 --- a/docs/source/wecopttool_refs.bib +++ b/docs/source/wecopttool_refs.bib @@ -109,3 +109,12 @@ @article{DEVIN2024119124 year = {2024}, issn = {0029-8018}, doi = {10.1016/j.oceaneng.2024.119124}} + +@inproceedings{Coe:2024aa, + address = {Blacksburg, VA}, + author = {Ryan G. Coe and Michael C. Devin and Carlos A. {Michel{\'e}n Str{\"o}fer} and Jantzen Lee and Giorgio Bacelli and Alicia Keow and Daniel T. Gaebele and Jeff Grasberger and Steven J. Spencer and Johannes Spinneken and Vincent S. Neary and Brek Meuris}, + booktitle = {15th IFAC Conference on Control Applications in Marine Systems, Robotics and Vehicles (IFAC-CAMS)}, + month = {September}, + organization = {IFAC}, + title = {Co-design of a wave energy converter for autonomous power}, + year = {2024}} \ No newline at end of file From 28c2836438f79b5c65aeea44b99d3cc6fb0ec5bc Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Wed, 2 Apr 2025 14:57:12 -0600 Subject: [PATCH 36/37] Add foswec example --- examples/FOSWEC.mp4 | Bin 0 -> 1124806 bytes examples/data/FOSWEC_bem_0.53draft.nc | Bin 0 -> 39003 bytes examples/data/FOSWEC_bem_0.56draft.nc | Bin 0 -> 39003 bytes examples/data/FOSWEC_bem_0.5draft.nc | Bin 0 -> 39003 bytes examples/data/FOSWEC_empirical_data.nc | Bin 0 -> 15168 bytes examples/data/FOSWEC_ramps.nc | Bin 0 -> 1595136 bytes examples/tutorial_5_FOSWEC.ipynb | 1368 ++++++++++++++++++++++++ 7 files changed, 1368 insertions(+) create mode 100644 examples/FOSWEC.mp4 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"plt.plot(ramps_data['position'], ramps_data['torque'],'.')\n", + "plt.plot(pos_fitted,torque_fitted,'-')\n", + "plt.text(-0.8, -50, f'slope = {round(coefficients[0],2)}')\n", + "plt.xlabel('Rotation (rad)')\n", + "plt.ylabel('Torque (Nm)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### FOSWEC Geometry\n", + "The FOSWEC geometry is intended to be the same as from the experiments. \n", + "Inputs to the function used to create the FOSWEC FloatingBody are the draft (uncertain from experiments) and hydrostatic coefficient (from ramps data above).\n", + "By testing a few values for the flap draft and comparing to the impedance data, we can determine a draft value which achieves a good match between the BEM data and empirical impedance." + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [], + "source": [ + "def fixedFOSWEC(draft, hs_coeff):\n", + "\n", + " # parameters from experiments\n", + " flap_height = 0.58 \n", + " flap_draft = draft\n", + " flap_freeboard = flap_height - flap_draft\n", + " flap_width = 0.76\n", + " flap_thickness_bottom = 0.05\n", + " flap_thickness_top = 0.12\n", + " hinge_location = -flap_draft - .046\n", + " mass = 23.1\n", + " pitch_inertia_about_cg = 1.19\n", + " z_cg_from_bottom = 0.17\n", + " z_cg = -flap_draft + z_cg_from_bottom\n", + " distance_between_flaps = 1.28\n", + "\n", + " mesh_size_factor = 0.2 # appropriate mesh size to avoid frequency spikes\n", + "\n", + " # mesh 1st flap\n", + " with pygmsh.geo.Geometry() as geom:\n", + " gmsh.option.setNumber('Mesh.MeshSizeFactor', mesh_size_factor)\n", + " flap_poly = geom.add_polygon(\n", + " [[-flap_thickness_bottom/2, -flap_width/2, -flap_draft],\n", + " [flap_thickness_bottom/2, -flap_width/2, -flap_draft],\n", + " [flap_thickness_top/2, -flap_width/2, flap_freeboard],\n", + " [-flap_thickness_top/2, -flap_width/2, flap_freeboard]],mesh_size=mesh_size_factor)\n", + " geom.extrude(flap_poly,[0,flap_width,0])\n", + " flap_mesh = geom.generate_mesh()\n", + "\n", + " # mesh 2nd flap\n", + " with pygmsh.geo.Geometry() as geom:\n", + " gmsh.option.setNumber('Mesh.MeshSizeFactor', mesh_size_factor)\n", + " flap_poly2 = geom.add_polygon(\n", + " [[-flap_thickness_bottom/2 + distance_between_flaps, -flap_width/2, -flap_draft],\n", + " [flap_thickness_bottom/2 + distance_between_flaps, -flap_width/2, -flap_draft],\n", + " [flap_thickness_top/2 + distance_between_flaps, -flap_width/2, flap_freeboard],\n", + " [-flap_thickness_top/2 + distance_between_flaps, -flap_width/2, flap_freeboard]],mesh_size=mesh_size_factor)\n", + " geom.extrude(flap_poly2,[0,flap_width,0])\n", + " flap_mesh2 = geom.generate_mesh()\n", + "\n", + " # add degrees of freedom for rotation around bottom hinge\n", + " flap1_fb = cpy.FloatingBody(flap_mesh, name='flap_bow', center_of_mass=(0, 0, z_cg))\n", + " axis1 = cpy.Axis(vector=(0, 1, 0), point=(0, 0, hinge_location))\n", + " flap1_fb.add_rotation_dof(axis = axis1, name=\"pitch_bow_hinge\") # used for BEM\n", + " flap1_fb.rotation_center = (0, 0, hinge_location) # rotation center hydrostatics if not defined manually\n", + " flap1_fb.keep_immersed_part() # keep immersed part should be run on each body separately before combining!\n", + "\n", + " flap2_fb = cpy.FloatingBody(flap_mesh2, name='flap_aft', center_of_mass=(distance_between_flaps, 0, z_cg))\n", + " axis2 = cpy.Axis(vector=(0, 1, 0), point=(distance_between_flaps, 0, hinge_location))\n", + " flap2_fb.add_rotation_dof(axis = axis2, name=\"pitch_aft_hinge\")\n", + " flap2_fb.rotation_center = (distance_between_flaps, 0, hinge_location)\n", + " flap2_fb.keep_immersed_part() \n", + "\n", + " foswec_fb = flap1_fb + flap2_fb\n", + " foswec_fb.show_matplotlib()\n", + "\n", + " # use parallel axis theorem to move inertia to base\n", + " pitch_inertia_about_base = pitch_inertia_about_cg + mass*(z_cg - hinge_location)\n", + " rigid_inertia_matrix_xr = xr.DataArray(data=np.diag([pitch_inertia_about_base, pitch_inertia_about_base]),\n", + " dims=['influenced_dof', 'radiating_dof'],\n", + " coords={'influenced_dof': list(foswec_fb.dofs),\n", + " 'radiating_dof': list(foswec_fb.dofs)},\n", + " name=\"inertia_matrix\")\n", + " foswec_fb.inertia_matrix = rigid_inertia_matrix_xr\n", + "\n", + " stiffness_matrix_xr = xr.DataArray(data=np.diag([np.squeeze(hs_coeff), np.squeeze(hs_coeff)]),\n", + " dims=['influenced_dof', 'radiating_dof'],\n", + " coords={'influenced_dof': list(foswec_fb.dofs),\n", + " 'radiating_dof': list(foswec_fb.dofs)},\n", + " name=\"hydrostatic_stiffness\")\n", + " foswec_fb.hydrostatic_stiffness = stiffness_matrix_xr\n", + "\n", + " return foswec_fb" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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We make use of `wecopttool.add_linear_friction()` to convert the `bem_data` into a dataset which contains all zero friction data, because `wecopttool.check_radiation_damping()` and `wecopttool.hydrodynamic_impedance()` excpect a data variable called 'friction'.\n", + "\n", + "The intrinsic impedance tells us how a hydrodynamic body responds to different excitation frequencies. For oscillating systems we are intersted in both, the amplitude of the resulting velocity as well as the phase between velocity and excitation force. Bode plots are useful tool to visualize the frequency response function.\n", + "\n", + "The natural frequency reveals itself as a trough in the intrinsic impedance for restoring degrees of freedom (heave, roll, pitch)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hd = wot.add_linear_friction(bem_data, friction = None) \n", + "#we're not actually adding friction, but need the datavariables in hd \n", + "hd = wot.check_radiation_damping(hd)\n", + "\n", + "intrinsic_impedance = wot.hydrodynamic_impedance(hd)\n", + "fig, axes = wot.utilities.plot_bode_impedance(intrinsic_impedance,\n", + " 'WaveBot Intrinsic Impedance')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### PTO\n", + "WecOptTool includes the `PTO` class to encompass all properties of the power take-off system of the WEC.\n", + "Data wrapped into our `PTO` class will be used to provide the additional force and constraint for our `WEC` object definition, as well as our optimization problem later.\n", + "\n", + "To create an instance of the `PTO` class, we need:\n", + "\n", + "* The kinematics matrix, which converts from the WEC degrees of freedom to the PTO degrees of freedom.\n", + "In this case, the PTO extracts power directly from the heaving motion of the WEC, so the kinematics matrix is simply a $1 \\times 1$ identity matrix.\n", + "* The definition of the PTO controller.\n", + "The `wecopttool.pto` submodule includes P, PI, and PID controller functions that can be provided to the `PTO` class and return the PTO force.\n", + "However, we will be using an unstructured controller in this case, which is the default when `controller=None`.\n", + "* Any PTO impedance.\n", + "We are only interested in mechanical power for this first problem, so we will leave this empty for now.\n", + "* The non-linear power conversion loss (assumed 0% if `None`)\n", + "* The PTO system name, if desired" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "name = [\"PTO_Heave\",]\n", + "kinematics = np.eye(ndof)\n", + "controller = None\n", + "loss = None\n", + "pto_impedance = None\n", + "pto = wot.pto.PTO(ndof, kinematics, controller, pto_impedance, loss, name)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we define the PTO forcing on the WEC and the PTO constraints.\n", + "We set the maximum PTO force as 750 Newtons.\n", + "This value is chosen somewhat arbitrary to highlight different effects throughout this tutorial.\n", + "In practice, the user would need to identify their limiting component in the PTO and then compute a suitable value.\n", + "For example, if the generator drive has a maximal current $I_{max}$ of 10 A, with a generator torque constant $K_t$ of 8 Nm/A and a gear ratio $N$ of 9 rad/m, this results in a max PTO linear force of $F = N K_{t} I_{max} = 9$ rad/m $\\times 8$ Nm $\\times 10$ A $= 720$ N.\n", + "\n", + "We will enforce the constraint at 4 times more points than the dynamics; see [Theory]((https://sandialabs.github.io/WecOptTool/theory.html)) for why this is helpful for the pseudo-spectral problem.\n", + "The constraints must be in the correct format for `scipy.optimize.minimize`, which is the solver WecOptTool uses. See the documentation for the solver [here](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html) and note the matching syntax of `ineq_cons` below." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# PTO dynamics forcing function\n", + "f_add = {'PTO': pto.force_on_wec}\n", + "\n", + "# Constraint\n", + "f_max = 750.0\n", + "nsubsteps = 4\n", + "\n", + "def const_f_pto(wec, x_wec, x_opt, waves): # Format for scipy.optimize.minimize\n", + " f = pto.force(wec, x_wec, x_opt, waves, nsubsteps)\n", + " return f_max - np.abs(f.flatten())\n", + "\n", + "ineq_cons = {'type': 'ineq',\n", + " 'fun': const_f_pto,\n", + " }\n", + "constraints = [ineq_cons]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### `WEC` creation\n", + "We are now ready to create the `WEC` object itself!\n", + "Since we ran the BEM already, we can define the object using the `wecopttool.WEC.from_bem` function.\n", + "If we saved BEM data to a NetCDF file, we can also provide the path to that file instead of specifying the BEM `Dataset` directly." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "wec = wot.WEC.from_bem(\n", + " bem_data,\n", + " constraints=constraints,\n", + " friction=None,\n", + " f_add=f_add,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Note: You may receive a warning regarding negative linear damping values._\n", + "_By default, WecOptTool ensures that the BEM data does not contain non-negative damping values._\n", + "_If you would like to correct the BEM solution to a different minimum damping value besides zero, you can specify_ `min_damping`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Objective function\n", + "The objective function is the quantity we want to optimize—in this case, the average mechanical power.\n", + "The function to compute this can be taken directly from the `PTO` object we created:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "obj_fun = pto.mechanical_average_power" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The objective function is itself a function of the optimization state `x_opt`.\n", + "The length of `x_opt`, `nstate_opt`, needs to be properly defined to successfully call `scipy.optimize.minimize`.\n", + "In other words, it should match the quantities we are interested in optimizing.\n", + "In this case, we are optimizing for the control trajectories of an unstructured PTO, which can be represented in the Fourier domain by the DC (zero frequency) component, then the real and imaginary components for each frequency." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "nstate_opt = 2*nfreq" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "One technical quirk here: `nstate_opt` is one smaller than would be expected for a state space representing the mean (DC) component and the real and imaginary Fourier coefficients.\n", + "This is because WecOptTool excludes the imaginary Fourier component of the highest frequency (the 2-point wave).\n", + "Since the 2-point wave is sampled at multiples of $\\pi$, the imaginary component is evaluated as $sin(n\\pi); n = 0, 1, 2, ..., n_{freq}$, which is always zero." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Solve\n", + "We are now ready to solve the problem.\n", + "WecOptTool uses `scipy.optimize.minimize` as its optimization driver, which is wrapped into `wecopttool.WEC.solve` for ease of use.\n", + "\n", + "The only required inputs for defining and solving the problem are:\n", + "\n", + "1. The wave environment\n", + "2. The objective function\n", + "3. The size of the optimization state (`nstate_opt`)\n", + "\n", + "Optional inputs can be provided to control the optimization execution if desired, which we do here to change the default iteration maximum and tolerance.\n", + "See the `scipy.optimize.minimize` documentation [here](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html) for more details.\n", + "\n", + "To help the problem converge faster, we will scale the problem before solving it (see the [Scaling](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html) section of the Theory documentation).\n", + "WecOptTool allows you to scale the WEC dynamics state, the optimization state, and the objective function separately.\n", + "See the `wecopttool.WEC.solve` documentation [here](https://sandialabs.github.io/WecOptTool/api_docs/wecopttool.WEC.solve.html#wecopttool-wec-solve).\n", + "\n", + "\n", + "Pay attention to the `Exit mode`: an exit mode of `0` indicates a successful solution.\n", + "A simple problem (linear, single degree of freedom, unconstrained, etc.) should converge in well under 100 iterations.\n", + "If you exceed this, try adjusting the scales by orders of magnitude, one at a time." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "options = {'maxiter': 200}\n", + "scale_x_wec = 1e1\n", + "scale_x_opt = 1e-3\n", + "scale_obj = 1e-2\n", + "\n", + "results = wec.solve(\n", + " waves, \n", + " obj_fun, \n", + " nstate_opt,\n", + " optim_options=options, \n", + " scale_x_wec=scale_x_wec,\n", + " scale_x_opt=scale_x_opt,\n", + " scale_obj=scale_obj,\n", + " )\n", + "\n", + "opt_mechanical_average_power = results[0].fun\n", + "print(f'Optimal average mechanical power: {opt_mechanical_average_power} W')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Analyzing results\n", + "We will use two post-processing functions to obtain frequency and time domain results for the WEC and PTO responses.\n", + "The `wec.post_process` and `pto.post_process` functions both post-process the results for each wave phase realization.\n", + "The pseudo-spectral method gives continuous in time results.\n", + "To get smoother looking plots, we specify five subpoints betweeen co-location points." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "nsubsteps = 5\n", + "pto_fdom, pto_tdom = pto.post_process(wec, results, waves, nsubsteps=nsubsteps)\n", + "wec_fdom, wec_tdom = wec.post_process(wec, results, waves, nsubsteps=nsubsteps)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `pto.post_process` function returns a list of `xarray.Dataset` objects, each element of which has built-in integration with PyPlot for smart plotting with automatic titles and formatting.\n", + "We will plot the mechanical power (`mech_power`), position (`pos`), and the PTO force (`force`)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure()\n", + "pto_tdom[0]['power'].loc['mech',:,:].plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We could similarly plot any time or frequency domain response of the WEC or PTO by calling the specific type of response (position, velocity, force, etc.).\n", + "For example, to plot the WEC heave position and PTO force:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure()\n", + "wec_tdom[0]['pos'].plot()\n", + "\n", + "plt.figure()\n", + "pto_tdom[0]['force'].plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that there are other dynamic responses available in the post-processed WEC and PTO variables (`wec_tdom`, `pto_tdom`, `wec_fdom`, `pto_fdom`).\n", + "For example, the time domain PTO variable contains the following response:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "pto_tdom" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Lastly, we will visualize the average power at different stages and how the power flows through the system.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "p_flows = wot.utilities.calculate_power_flows(wec,\n", + " pto, \n", + " results, \n", + " waves, \n", + " intrinsic_impedance)\n", + "wot.utilities.plot_power_flow(p_flows)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "On the very left of the power flow Sankey diagram we start with the *Optimal Excitation*, which is only determined by the incident wave and the hydrodynamic damping and friction. \n", + "In order for the actual *Excited* power to equal the *Optimal Excitation* the absorbed *Mechanical* power would need to equal the *Radiated* power (power that is radiated away from the WEC). In this case the *Unused Potential* would be zero.\n", + "In other words, you can never convert more than 50% of the incident wave energy into kinetic energy. For more information on this we refer to Johannes Falnes Book - Ocean Waves and Oscillating System, specifically Chapter 6.\n", + "\n", + "However, the optimal 50% absorption is an overly optimistic goal considering that real world systems are likely constrained in their oscillation velocity amplitude and phase, due to limitations in stroke and applicable force.\n", + "\n", + "\n", + "The PTO force constraint used in this optimization also stopped us from absorbing the maximal potential wave energy. It is notable that we absorbed approximately 3/4 of the maximal absorbable power (*Mechanical* / (1/2 *Optimal Excitation*)), with relatively little *Radiated* power (about 1/2 of the absorbed power). To also absorb the last 1/4 of the potential wave power, we would need to increase the *Radiated* power three times!!\n", + "\n", + "\n", + "A more important question than \"How to achieve optimal absorption?\" is \"How do we optimize usable output power?\", i.e. *Electrical* power. For this optimization case we used a lossless PTO that has no impedance in itself. Therefore, the *Electrical* power equals the absorbed *Mechanical* power.\n", + "We'll show in the following sections that this a poor assumption and that the power flow looks fundamentally different when taking the PTO dynamics into account!!\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Optimal control for maximum electrical power\n", + "\n", + "The rest of this tutorial will focus on a different objective function: we will now optimize for electrical power rather than mechanical, as this is a form of power that is usable and transportable.\n", + "\n", + "Since we are still dealing with the same WaveBot as in Part 1, we can reuse the BEM, WEC-PTO kinematics, and wave data from before.\n", + "\n", + "
    \n", + "\n", + "
    \n", + "\n", + "The biggest difference when considering electrical power is the addition of the PTO dynamics.\n", + "In other words, we no longer assume a lossless PTO.\n", + "We will express the PTO dynamics in the form of a [2-port impedance model](https://en.wikipedia.org/wiki/Impedance_parameters) to incorporate the dynamics of the drivetrain and generator.\n", + "The additional mechanical energy storage through the drivetrain is modeled using Newton's second law, and we assume a linear generator using a power-invariant park transform.\n", + "\n", + "The PTO impedance matrix components are then obtained under open-circuit conditions: no load current ($i_{pto}$ in figure above) or no WEC velocity ($vel_{pto}$ above), respectively.\n", + "See Section II of Michelén et al. [here](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10114969) for more details about how the code below is derived." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "## PTO impedance definition\n", + "omega = bem_data.omega.values\n", + "gear_ratio = 12.0\n", + "torque_constant = 6.7\n", + "winding_resistance = 0.5\n", + "winding_inductance = 0.0\n", + "drivetrain_inertia = 2.0\n", + "drivetrain_friction = 1.0\n", + "drivetrain_stiffness = 0.0\n", + "\n", + "drivetrain_impedance = (1j*omega*drivetrain_inertia + \n", + " drivetrain_friction + \n", + " 1/(1j*omega)*drivetrain_stiffness) \n", + "\n", + "winding_impedance = winding_resistance + 1j*omega*winding_inductance\n", + "\n", + "\n", + "pto_impedance_11 = -1* gear_ratio**2 * drivetrain_impedance\n", + "off_diag = np.sqrt(3.0/2.0) * torque_constant * gear_ratio\n", + "pto_impedance_12 = -1*(off_diag+0j) * np.ones(omega.shape) \n", + "pto_impedance_21 = -1*(off_diag+0j) * np.ones(omega.shape)\n", + "pto_impedance_22 = winding_impedance\n", + "pto_impedance_2 = np.array([[pto_impedance_11, pto_impedance_12],\n", + " [pto_impedance_21, pto_impedance_22]])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we will create a new `PTO` object with this impedance matrix.\n", + "We will also update the definitions of our PTO constraint and additional dynamic forcing function to use the new object.\n", + "We will again set our maximum PTO force to 750 Newtons in this example, so we do not need to redefine `f_max`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "## Update PTO\n", + "name_2 = ['PTO_Heave_Ex2']\n", + "pto_2 = wot.pto.PTO(ndof, kinematics, controller, pto_impedance_2, loss, name_2)\n", + "\n", + "## Update PTO constraints and forcing\n", + "def const_f_pto_2(wec, x_wec, x_opt, waves):\n", + " f = pto_2.force_on_wec(wec, x_wec, x_opt, waves, nsubsteps)\n", + " return f_max - np.abs(f.flatten())\n", + "ineq_cons_2 = {'type': 'ineq', 'fun': const_f_pto_2}\n", + "constraints_2 = [ineq_cons_2]\n", + "f_add_2 = {'PTO': pto_2.force_on_wec}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we will update our `WEC` object with the new PTO and objective function, then run our optimization problem.\n", + "Note we are now using `average_power` instead of `mechanical_average_power` as our objective function." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Update WEC\n", + "wec_2 = wot.WEC.from_bem(bem_data,\n", + " constraints=constraints_2,\n", + " friction=None,\n", + " f_add=f_add_2\n", + ")\n", + "\n", + "# Update objective function\n", + "obj_fun_2 = pto_2.average_power\n", + "\n", + "# Solve\n", + "scale_x_wec = 1e1 \n", + "scale_x_opt = 1e-3 \n", + "scale_obj = 1e-2 \n", + "\n", + "results_2 = wec_2.solve(\n", + " waves, \n", + " obj_fun_2, \n", + " nstate_opt, \n", + " scale_x_wec=scale_x_wec,\n", + " scale_x_opt=scale_x_opt,\n", + " scale_obj=scale_obj,\n", + ")\n", + "opt_average_power = results_2[0].fun\n", + "print(f'Optimal average electrical power: {opt_average_power} W')\n", + "\n", + "# Post-process\n", + "wec_fdom_2, wec_tdom_2 = wec_2.post_process(wec_2, results_2, waves, nsubsteps)\n", + "pto_fdom_2, pto_tdom_2 = pto_2.post_process(wec_2, results_2, waves, nsubsteps)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will compare our optimal results to the unconstrained case to gain some insight into the effect of the constraint on the optimal PTO force.\n", + "Let's do the same process as before, but unset the `constraints` parameter in a new `WEC` object." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "wec_2_nocon = wot.WEC.from_bem(\n", + " bem_data,\n", + " constraints=None,\n", + " friction=None,\n", + " f_add=f_add_2)\n", + "\n", + "results_2_nocon = wec_2_nocon.solve(\n", + " waves,\n", + " obj_fun_2, \n", + " nstate_opt,\n", + " scale_x_wec=scale_x_wec,\n", + " scale_x_opt=scale_x_opt,\n", + " scale_obj=scale_obj,\n", + ")\n", + "opt_average_power = results_2_nocon[0].fun\n", + "print(f'Optimal average electrical power: {opt_average_power} W')\n", + "wec_fdom_2_nocon, wec_tdom_2_nocon = wec_2_nocon.post_process(\n", + " wec_2_nocon, results_2_nocon, waves, nsubsteps)\n", + "pto_fdom_2_nocon, pto_tdom_2_nocon = pto_2.post_process(\n", + " wec_2_nocon, results_2_nocon, waves, nsubsteps)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that the optimal constrained PTO force follows the optimal unconstrained solution (sinusoidal) whenever the unconstrained solution is within the constraint. \n", + "When the constraint is active the optimal PTO force is the maximum PTO force of 750 Newtons." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure()\n", + "wec_tdom[0]['pos'].plot(label='optimal mechanical')\n", + "wec_tdom_2[0]['pos'].plot(label='optimal electrical, constrained')\n", + "wec_tdom_2_nocon[0]['pos'].plot(label='optimal electrical, unconstrained')\n", + "plt.legend(loc='lower right')\n", + "\n", + "plt.figure()\n", + "pto_tdom[0]['force'].plot(label='optimal mechanical')\n", + "pto_tdom_2[0]['force'].plot(label='optimal electrical, constrained')\n", + "pto_tdom_2_nocon[0]['force'].plot(label='optimal electrical, unconstrained')\n", + "plt.legend(loc='lower right')\n", + "\n", + "plt.figure()\n", + "pto_tdom[0]['power'].sel(type='mech').plot(label='optimal mechanical')\n", + "pto_tdom_2[0]['power'].sel(type='elec').plot(label='optimal electrical, constrained')\n", + "pto_tdom_2_nocon[0]['power'].sel(type='elec').plot(label='optimal electrical, unconstrained')\n", + "plt.legend(loc='lower right')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The attentive user might have noticed that the amplitude of the mechanical power is less compared to Part 1 of the tutorial.\n", + "We can see that optimizing for electrical power requires optimal state trajectories with less reactive mechanical power (i.e. power that is put into the system).\n", + "\n", + "The PTO force trajectory for optimizing mechanical power is saturated at the maximum for longer compared to the electrical power.\n", + "This could inform the WEC designer optimizing for mechanical power to consider larger components that would not be utilized at their limit as frequently.\n", + "However, the electrical power (_not_ the mechanical power) is the usable form of power, thus designing the WEC for optimal electrical power does not indicate a need for larger components and prevents this over-design.\n", + "\n", + "The Sankey power flow diagram confirm this observation." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "p_flows_2 = wot.utilities.calculate_power_flows(wec_2, pto_2, results_2, waves, intrinsic_impedance)\n", + "wot.utilities.plot_power_flow(p_flows_2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Control co-design of the WEC geometry for maximum electrical power\n", + "The first two examples only used the inner optimization loop in WecOptTool to optimize PTO power.\n", + "In Part 3, we bring it all together and show how to use both the inner and outer optimization loops in WecOptTool to do control co-optimization of a hull design in conjunction with an optimal controller for electrical power.\n", + "\n", + "Again, we use the WaveBot WEC in one degree of freedom in regular waves. \n", + "The goal is to **find the optimal keel radius** (`r2`) that maximizes the average produced electrical power, while maintaining a constant hull volume. \n", + "A constant volume is achieved by setting the height of the conical section (`h2`) in conjunction with the keel radius.\n", + "\n", + "This example demonstrates a complete case of the control co-optimization studies WecOptTool is meant for. \n", + "The inner optimization loop finds the control trajectory that produces the optimal PTO force for a given hull geometry, and the outer optimization loop finds the optimal hull geometry _amongst designs with optimal control trajectories_.\n", + "\n", + "The inner loop is consolidated into the `WEC.solve()` method, but the outer loop needs to be configured by the user for their particular design problem.\n", + "In this example, we will do a simple *brute force* optimization using `scipy.optimize.brute` (click [here](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.brute.html) for documentation). \n", + "\n", + "![Device Diagram](https://live.staticflickr.com/65535/51751577441_515afec334_z.jpg) \n", + "
    \n", + "\n", + "
    \n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Problem setup\n", + "First, we define a function for `h2` based on `r1` that maintains a constant volume. \n", + "We see that, as expected, smaller values of `r2` require larger values of `h2` in order to maintain a constant hull volume." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "r1 = 0.88\n", + "r2_0 = 0.35\n", + "h2_0 = 0.37\n", + "V0 = 1/3*np.pi*h2_0*(r1**2+r2_0**2+(r1*r2_0))\n", + "\n", + "r2_vals = np.linspace(0.05, 0.88*0.999, 8, endpoint=True)\n", + "\n", + "\n", + "def h2_from_r2(r2, V=V0, r1=r1):\n", + " h2 = V/(1/3*np.pi*(r1**2+r2**2+(r1*r2)))\n", + " return h2\n", + "\n", + "\n", + "# plot\n", + "mapres = map(h2_from_r2, r2_vals)\n", + "h2_vals = list(mapres)\n", + "\n", + "fig1, ax1 = plt.subplots(figsize=(8,5))\n", + "for r2, h2 in zip(r2_vals.tolist(), h2_vals):\n", + " _ = wot.geom.WaveBot(r2=r2, h2=h2, freeboard=0.2).plot_cross_section(\n", + " ax=ax1, label=f\"r2={r2:.2f}, h2={h2:.2f}\")\n", + "ax1.legend(loc='best', fontsize='small',ncol=2)\n", + "_ = ax1.set_title('WaveBot hull cross-sections')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we will define an objective function for our design optimization problem.\n", + "We use the same workflow used in Part 2 to set up a WaveBot device and solve for the optimal solution, but wrap this in a function definition which sets `r2` and (indirectly) `h2`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def design_obj_fun(x):\n", + "\n", + " # Unpack geometry variables\n", + " r2 = x[0]\n", + " h2 = h2_from_r2(r2)\n", + " print(f\"\\nr2 = {r2:.2f}:\")\n", + "\n", + " # Set up Capytaine floating body\n", + " wb = wot.geom.WaveBot(r2=r2, h2=h2)\n", + " mesh = wb.mesh(mesh_size_factor=0.5)\n", + " fb = cpy.FloatingBody.from_meshio(mesh, name=\"WaveBot\")\n", + " fb.add_translation_dof(name=\"Heave\")\n", + " ndof = fb.nb_dofs\n", + "\n", + " # Run BEM\n", + " f1 = 0.05\n", + " nfreq = 50\n", + " bem_data = wot.run_bem(fb, freq)\n", + "\n", + " # Impedance definition\n", + " omega = bem_data.omega.values\n", + " gear_ratio = 12.0\n", + " torque_constant = 6.7\n", + " winding_resistance = 0.5\n", + " winding_inductance = 0.0\n", + " drivetrain_inertia = 2.0\n", + " drivetrain_friction = 1.0\n", + " drivetrain_stiffness = 0.0\n", + "\n", + " drivetrain_impedance = (1j*omega*drivetrain_inertia + \n", + " drivetrain_friction + \n", + " 1/(1j*omega)*drivetrain_stiffness) \n", + "\n", + " winding_impedance = winding_resistance + 1j*omega*winding_inductance\n", + "\n", + "\n", + " pto_impedance_11 = -1* gear_ratio**2 * drivetrain_impedance\n", + " off_diag = np.sqrt(3.0/2.0) * torque_constant * gear_ratio\n", + " pto_impedance_12 = -1*(off_diag+0j) * np.ones(omega.shape) \n", + " pto_impedance_21 = -1*(off_diag+0j) * np.ones(omega.shape)\n", + " pto_impedance_22 = winding_impedance\n", + " pto_impedance_3 = np.array([[pto_impedance_11, pto_impedance_12],\n", + " [pto_impedance_21, pto_impedance_22]])\n", + "\n", + " # Set PTO object\n", + " name = [\"PTO_Heave\",]\n", + " kinematics = np.eye(ndof)\n", + " efficiency = None\n", + " controller = None\n", + " pto = wot.pto.PTO(ndof, kinematics, controller, pto_impedance_3, efficiency, name)\n", + " \n", + "\n", + " # Set PTO constraint and additional dynamic force\n", + " nsubsteps = 4\n", + " f_max = 750.0\n", + "\n", + " def const_f_pto(wec, x_wec, x_opt, waves):\n", + " f = pto.force(wec, x_wec, x_opt, waves, nsubsteps)\n", + " return f_max - np.abs(f.flatten())\n", + "\n", + " ineq_cons = {'type': 'ineq', 'fun': const_f_pto}\n", + " constraints = [ineq_cons]\n", + "\n", + " f_add = {'PTO': pto.force_on_wec}\n", + "\n", + " # Create WEC\n", + " wec = wot.WEC.from_bem(bem_data,\n", + " constraints=constraints,\n", + " friction=None, \n", + " f_add=f_add,\n", + " )\n", + "\n", + " # Objective function\n", + " obj_fun = pto.average_power\n", + " nstate_opt = 2*nfreq\n", + " \n", + " # Solve\n", + " scale_x_wec = 1e1 \n", + " scale_x_opt = 1e-3 \n", + " scale_obj = 1e-2 \n", + " res = wec.solve(\n", + " waves, \n", + " obj_fun, \n", + " nstate_opt, \n", + " scale_x_wec=scale_x_wec,\n", + " scale_x_opt=scale_x_opt,\n", + " scale_obj=scale_obj)\n", + "\n", + " return res[0].fun" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Solve\n", + "Finally, we call our wrapped function using `scipy.optimize.brute`.\n", + "The optimization algorithm will call our objective function, which in turn will create a new WaveBot hull, run the necessary BEM calculations for the hull, and find the PTO force that provides the most electric power for that hull. \n", + "This process will be conducted for the range of `r2` values that we specify.\n", + "\n", + "_(note: the cell below will take longer to run than the cells above, up to several minutes)_" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "wot.set_loglevel(\"error\") # Suppress warnings\n", + "\n", + "# range over which to search\n", + "ranges = (slice(r2_vals[0], r2_vals[-1]+np.diff(r2_vals)[0], np.diff(r2_vals)[0]),)\n", + "\n", + "# solve\n", + "opt_x0, opt_fval, x0s, fvals = brute(func=design_obj_fun, ranges=ranges, full_output=True, finish=None)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Results\n", + "From a quick plot of the results, we see that the power absorption (where negative power is power absorbed by the device) generally improves for larger values of `r2`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig, ax = plt.subplots()\n", + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color'][:len(x0s)]\n", + "ax.plot(x0s, fvals, 'k', zorder=0)\n", + "ax.scatter(x0s, fvals, c=colors, zorder=1)\n", + "\n", + "ax.set_xlabel('Keel radius, $r_2$ [m]')\n", + "ax.set_ylabel('Average Power [W]')\n", + "ax.set_title('Design optimization results')\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that in this case the difference in average power between the different keel radii is rather small.\n", + "This is because the PTO force constraint is active most of the time, therefore all considered geometries perform similarily.\n", + "If you remove the PTO constraint and re-run the co-optimization study, you will see that the impact of radius on average electrical power is significantly higher." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 3b687be0d0597f5693eddd23e934d72e5a83721e Mon Sep 17 00:00:00 2001 From: jtgrasb <87095491+jtgrasb@users.noreply.github.com> Date: Wed, 2 Apr 2025 15:07:31 -0600 Subject: [PATCH 37/37] animation --- examples/tutorial_5_FOSWEC.ipynb | 3388 ++++++++++++++++++++++-------- 1 file changed, 2516 insertions(+), 872 deletions(-) diff --git a/examples/tutorial_5_FOSWEC.ipynb b/examples/tutorial_5_FOSWEC.ipynb index c5a347b57..09bb3e0ab 100644 --- a/examples/tutorial_5_FOSWEC.ipynb +++ b/examples/tutorial_5_FOSWEC.ipynb @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 97, "metadata": {}, "outputs": [], "source": [ @@ -57,7 +57,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 98, "metadata": {}, "outputs": [], "source": [ @@ -82,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 99, "metadata": {}, "outputs": [ { @@ -91,7 +91,7 @@ "Text(0, 0.5, 'Torque (Nm)')" ] }, - "execution_count": 79, + "execution_count": 99, "metadata": {}, "output_type": "execute_result" }, @@ -136,11 +136,11 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 100, "metadata": {}, "outputs": [], "source": [ - "def fixedFOSWEC(draft, hs_coeff):\n", + "def fixed_FOSWEC(draft, hs_coeff):\n", "\n", " # parameters from experiments\n", " flap_height = 0.58 \n", @@ -194,7 +194,6 @@ " flap2_fb.keep_immersed_part() \n", "\n", " foswec_fb = flap1_fb + flap2_fb\n", - " foswec_fb.show_matplotlib()\n", "\n", " # use parallel axis theorem to move inertia to base\n", " pitch_inertia_about_base = pitch_inertia_about_cg + mass*(z_cg - hinge_location)\n", @@ -215,36 +214,299 @@ " return foswec_fb" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Check Rotation\n", + "To make sure the flap is rotating about the correct point, we can use Capytaine's animation features.\n", + "Open the `FOSWEC.mp4` file to check that both flaps are rotating about their respective hinges." + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": {}, + "outputs": [], + "source": [ + "foswec_fb = fixed_FOSWEC(0.53, -coefficients[0])\n", + "\n", + "# Create the animation\n", + "animation = foswec_fb.animate(motion={i: 0.5 for i in foswec_fb.dofs.keys()}, loop_duration=4.0)\n", + "animation.save('FOSWEC.mp4', nb_loops=4, camera_position=(-4, -4, 4), resolution=(800, 800))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Tune Model Variables\n", + "While the model has been parameterized to the best of our ability, some uncertainty remains in terms of a couple variables:\n", + "\n", + "* draft - The flaps were close to fully immersed during the experiments, but the exact draft value was not measured.\n", + "* friction - Because the torque used to calculate the empirical impedance is the generator torque, friction from the mechanical drivetrain and generator are included in the resultant impedance.\n", + "\n", + "Ideally, these would have been discreetly measured during the experiments, but we can still use the measured impedance to determine relatively accurate valyes for the draft and friction.\n", + "Below, we plot the empirical impedance and the impedance derived from BEM while varying the draft and friction.\n", + "By comparing the impedance (rather than time-domain results), we can evaluate the hydrodynamics directly across a range of relevant frequencies.\n", + "While the plots below are a bit busy, there are a few valuable takeaways that are applicable to both flaps:\n", + "\n", + "- The draft primarily impacts the frequency at which the trough of impedance is found. This means that the draft changes the mechanical natural frequency of the flap. \n", + "- The friction primarily impacts the depth of the trough of impedance. This means the friction is changing the magnitude of the flap's response near the mechanical natural frequency.\n", + "\n", + "By comparing the BEM data to the empirical impedance data, it is clear that the following values provide a relatively accurate model for the fixed-bottom FOSWEC.\n", + "\n", + "* draft - 0.53 m\n", + "* friction - 12 Ns/rad" + ] + }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 102, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
    " + "(-100.0, 100.0)" ] }, + "execution_count": 102, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "draft_check = np.linspace(0.5, 0.56, 3) \n", + "friction_check = np.linspace(2, 22, 3)\n", + "\n", + "f1 = .01\n", + "nfreq = 100\n", + "freq = wot.frequency(f1, nfreq, False) # False -> no zero frequency\n", + "\n", + "fig, axes = wot.utilities.plot_bode_impedance(Zi_data_exp,'FOSWEC Intrinsic Impedance')\n", + "\n", + "labels = []\n", + "\n", + "for draft in draft_check:\n", + " foswec_fb = fixed_FOSWEC(draft, -coefficients[0])\n", + " #foswec_fb.show_matplotlib()\n", + "\n", + " filename = f'data/FOSWEC_bem_{round(draft,2)}draft.nc'\n", + " try:\n", + " bem_data = wot.read_netcdf(filename)\n", + " except:\n", + " bem_data = wot.run_bem(foswec_fb, freq)\n", + " wot.write_netcdf(filename, bem_data)\n", + "\n", + " for friction in friction_check:\n", + " friction_mat = friction*np.diag((2,2))\n", + " hd = wot.add_linear_friction(bem_data, friction = friction_mat) \n", + " hd = wot.check_radiation_damping(hd)\n", + " Zi_bem = wot.hydrodynamic_impedance(hd)\n", + " fig, axes = wot.utilities.plot_bode_impedance(Zi_bem, 'FOSWEC Intrinsic Impedance', fig_axes=[fig, axes])\n", + " \n", + " labels.append(f'BEM: draft={draft} m, friction={friction:.0f} Ns/rad')\n", + "\n", + "fig.set_size_inches(10, 10)\n", + "fig.legend(np.append('Empirical Data',labels), bbox_to_anchor=(1.3, 0.96))\n", + "axes[0,0].set_xlim([0.05,1])\n", + "axes[1,0].set_ylim([-100, 100])\n", + "axes[3,1].set_ylim([-100, 100])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Single Flap Design Study\n", + "Because the hydrodynamics are so similar between both flaps of the FOSWEC (as evidenced by impedance plots above), we can simplify the design study to consider just one flap.\n", + "Results from the study should be applicable to both flaps. \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Wave Conditions\n", + "Here, we define the wave conditions to select a proper frequency vector.\n", + "Because this study is only for regular waves, the fundamental frequency can be equal to the wave frequency and we only need about 12 frequencies total to capture all nonlinearities." + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "metadata": {}, + "outputs": [], + "source": [ + "period = 8 # s\n", + "wavefreq = 1/period # Hz\n", + "amplitude = 1 # m\n", + "phase = 0 # degrees\n", + "wavedir = 0 # degrees\n", + "\n", + "f1 = wavefreq\n", + "nfreq = 12\n", + "\n", + "waves = wot.waves.regular_wave(f1, nfreq, wavefreq, amplitude, phase, wavedir)\n", + "freq = wot.frequency(f1, nfreq, False) # False -> no zero frequency" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Design Loop\n", + "The design loop here includes the tuned variables from above (draft and friction) as well as the center of gravity vertical location and rated generator power.\n", + "This enables a study which considers the impacts of changing the center of gravity of the flap (without altering the total mass) and using generators with different power ratings." + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "metadata": {}, + "outputs": [], + "source": [ + "def one_flap_FOSWEC(draft, hs_coeff, z_cg_from_bottom, rated_power):\n", + "\n", + " # parameters from experiments\n", + " flap_height = 0.58 \n", + " flap_draft = draft\n", + " flap_freeboard = flap_height - flap_draft\n", + " flap_width = 0.76\n", + " flap_thickness_bottom = 0.05\n", + " flap_thickness_top = 0.12\n", + " hinge_location = -flap_draft - .046\n", + " mass = 23.1\n", + " pitch_inertia_about_cg = 1.19\n", + " z_cg_from_bottom = z_cg_from_bottom\n", + " z_cg = -flap_draft + z_cg_from_bottom\n", + "\n", + " mesh_size_factor = 0.2 # appropriate mesh size to avoid frequency spikes\n", + "\n", + " # mesh 1st flap\n", + " with pygmsh.geo.Geometry() as geom:\n", + " gmsh.option.setNumber('Mesh.MeshSizeFactor', mesh_size_factor)\n", + " flap_poly = geom.add_polygon(\n", + " [[-flap_thickness_bottom/2, -flap_width/2, -flap_draft],\n", + " [flap_thickness_bottom/2, -flap_width/2, -flap_draft],\n", + " [flap_thickness_top/2, -flap_width/2, flap_freeboard],\n", + " [-flap_thickness_top/2, -flap_width/2, flap_freeboard]],mesh_size=mesh_size_factor)\n", + " geom.extrude(flap_poly,[0,flap_width,0])\n", + " flap_mesh = geom.generate_mesh()\n", + "\n", + " # add degrees of freedom for rotation around bottom hinge\n", + " flap_fb = cpy.FloatingBody(flap_mesh, name='flap_bow', center_of_mass=(0, 0, z_cg))\n", + " axis = cpy.Axis(vector=(0, 1, 0), point=(0, 0, hinge_location))\n", + " flap_fb.add_rotation_dof(axis = axis, name=\"pitch_bow_hinge\") # used for BEM\n", + " flap_fb.rotation_center = (0, 0, hinge_location) # rotation center hydrostatics if not defined manually\n", + " flap_fb.keep_immersed_part()\n", + "\n", + " # use parallel axis theorem to move inertia to base\n", + " pitch_inertia_about_base = pitch_inertia_about_cg + mass*(z_cg - hinge_location)\n", + " rigid_inertia_matrix_xr = xr.DataArray(data=pitch_inertia_about_base,\n", + " dims=['influenced_dof', 'radiating_dof'],\n", + " coords={'influenced_dof': list(flap_fb.dofs),\n", + " 'radiating_dof': list(flap_fb.dofs)},\n", + " name=\"inertia_matrix\")\n", + " flap_fb.inertia_matrix = rigid_inertia_matrix_xr\n", + "\n", + " stiffness_matrix_xr = xr.DataArray(data=hs_coeff,\n", + " dims=['influenced_dof', 'radiating_dof'],\n", + " coords={'influenced_dof': list(flap_fb.dofs),\n", + " 'radiating_dof': list(flap_fb.dofs)},\n", + " name=\"hydrostatic_stiffness\")\n", + " flap_fb.hydrostatic_stiffness = stiffness_matrix_xr\n", + "\n", + " bem_data = wot.run_bem(flap_fb, freq) ## PTO impedance definition\n", + " omega = bem_data.omega.values\n", + " gear_ratio = 3.75\n", + " torque_constant = 6.7\n", + " winding_resistance = 0.5\n", + " winding_inductance = 0\n", + " drivetrain_inertia = 0\n", + " drivetrain_friction = 0\n", + " drivetrain_stiffness = 0\n", + "\n", + " drivetrain_impedance = (1j*omega*drivetrain_inertia + \n", + " drivetrain_friction + \n", + " 1/(1j*omega)*drivetrain_stiffness) \n", + "\n", + " winding_impedance = winding_resistance + 1j*omega*winding_inductance\n", + "\n", + "\n", + " pto_impedance_11 = -1* gear_ratio**2 * drivetrain_impedance\n", + " off_diag = np.sqrt(3.0/2.0) * torque_constant * gear_ratio\n", + " pto_impedance_12 = -1*(off_diag+0j) * np.ones(omega.shape) \n", + " pto_impedance_21 = -1*(off_diag+0j) * np.ones(omega.shape)\n", + " pto_impedance_22 = winding_impedance\n", + " pto_impedance = np.array([[pto_impedance_11, pto_impedance_12],\n", + " [pto_impedance_21, pto_impedance_22]])\n", + "\n", + " ## Update PTO\n", + " name = ['PTO_Pitch']\n", + " kinematics = np.eye(1)\n", + " pto_ndof = 1\n", + " controller = None # unstructured controller\n", + " loss = None\n", + " pto = wot.pto.PTO(pto_ndof, kinematics, controller, pto_impedance, loss, name)\n", + "\n", + " # PTO dynamics forcing function\n", + " f_add = {'PTO': pto.force_on_wec}\n", + "\n", + " # Constraint\n", + " pos_max = 25*np.pi/180\n", + " rms_max = rated_power\n", + " nsubsteps = 4\n", + "\n", + " def const_pos_pto(wec, x_wec, x_opt, waves):\n", + " pos = pto.position(wec, x_wec, x_opt, waves, nsubsteps) # computed pto position is the same as wec position\n", + " return pos_max - np.abs(pos.flatten())\n", + "\n", + " def const_rms_power_pto(wec, x_wec, x_opt, waves):\n", + " power = pto.power(wec, x_wec, x_opt, waves, nsubsteps)\n", + " return rms_max - np.sqrt(np.mean(power**2))\n", + "\n", + " constraints = [{'type': 'ineq', 'fun': const_pos_pto}, {'type': 'ineq', 'fun': const_rms_power_pto}] \n", + "\n", + " wec = wot.WEC.from_bem(bem_data,\n", + " constraints=constraints,\n", + " friction=12*np.eye(1), # tuned variable\n", + " f_add=f_add,)\n", + "\n", + " return wec, pto" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "metadata": {}, + "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "WARNING:wecopttool.core:Using the geometric centroid as the center of gravity (COG).\n" + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.49].\n" ] }, { "data": { "text/html": [ - "
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", 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               WARNING  Using the center of gravity (COG) as the rotation center for hydrostatics.                     \n",
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    \n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING \u001b[0m Using the center of gravity \u001b[1m(\u001b[0mCOG\u001b[1m)\u001b[0m as the rotation center for hydrostatics. \n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING \u001b[0m rotation_center already defined as \u001b[1m(\u001b[0m\u001b[1;36m0\u001b[0m, \u001b[1;36m0\u001b[0m, \u001b[1;36m-0.5760000000000001\u001b[0m\u001b[1m)\u001b[0m. \n" ] }, "metadata": {}, @@ -489,858 +769,2222 @@ }, "metadata": {}, "output_type": "display_data" - } - ], - "source": [ - "draft_check = np.linspace(0.5, 0.56, 3)\n", - "\n", - "f1 = .01\n", - "nfreq = 100\n", - "freq = wot.frequency(f1, nfreq, False) # False -> no zero frequency\n", - "\n", - "for draft in draft_check:\n", - " foswec_fb = fixedFOSWEC(draft, -coefficients[0])\n", - "\n", - " filename = f'data/FOSWEC_bem_{round(draft,2)}draft.nc'\n", - " try:\n", - " bem_data = wot.read_netcdf(filename)\n", - " except:\n", - " bem_data = wot.run_bem(foswec_fb, freq)\n", - " wot.write_netcdf(filename, bem_data)\n", - "\n", - " friction = 12*np.diag((2,2))\n", - " hd = wot.add_linear_friction(bem_data, friction = friction) \n", - " #we're not actually adding friction, but need the datavariables in hd \n", - " hd = wot.check_radiation_damping(hd)\n", - " intrinsic_impedance = wot.hydrodynamic_impedance(hd)\n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### BEM solution" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can use the `FloatingBody` and frequency vector created earlier to run the Boundary Element Method solver in Capytaine to get the hydrostatic and hydrodynamic coefficients of our WEC object.\n", - "This is wrapped into the `wecopttool.run_bem` function.\n", - "\n", - "If you would like to save the BEM data to a NetCDF file for future use, uncomment the second line of the cell below to use the `wot.write_netcdf` function." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "bem_data = wot.run_bem(fb, freq)\n", - "# wot.write_netcdf('bem_data.nc', bem_data) # saves BEM data to file" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we use the utilities class `wecopttool.utilities`, which has functions that help you analyze and design WECs, but are not needed for the core function of WecOptTool.\n", - "For example, we calculate the WEC's intrinsic impedance with its hydrodynamic coefficients and inherent inertial properties. We make use of `wecopttool.add_linear_friction()` to convert the `bem_data` into a dataset which contains all zero friction data, because `wecopttool.check_radiation_damping()` and `wecopttool.hydrodynamic_impedance()` excpect a data variable called 'friction'.\n", - "\n", - "The intrinsic impedance tells us how a hydrodynamic body responds to different excitation frequencies. For oscillating systems we are intersted in both, the amplitude of the resulting velocity as well as the phase between velocity and excitation force. Bode plots are useful tool to visualize the frequency response function.\n", - "\n", - "The natural frequency reveals itself as a trough in the intrinsic impedance for restoring degrees of freedom (heave, roll, pitch)." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "hd = wot.add_linear_friction(bem_data, friction = None) \n", - "#we're not actually adding friction, but need the datavariables in hd \n", - "hd = wot.check_radiation_damping(hd)\n", - "\n", - "intrinsic_impedance = wot.hydrodynamic_impedance(hd)\n", - "fig, axes = wot.utilities.plot_bode_impedance(intrinsic_impedance,\n", - " 'WaveBot Intrinsic Impedance')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### PTO\n", - "WecOptTool includes the `PTO` class to encompass all properties of the power take-off system of the WEC.\n", - "Data wrapped into our `PTO` class will be used to provide the additional force and constraint for our `WEC` object definition, as well as our optimization problem later.\n", - "\n", - "To create an instance of the `PTO` class, we need:\n", - "\n", - "* The kinematics matrix, which converts from the WEC degrees of freedom to the PTO degrees of freedom.\n", - "In this case, the PTO extracts power directly from the heaving motion of the WEC, so the kinematics matrix is simply a $1 \\times 1$ identity matrix.\n", - "* The definition of the PTO controller.\n", - "The `wecopttool.pto` submodule includes P, PI, and PID controller functions that can be provided to the `PTO` class and return the PTO force.\n", - "However, we will be using an unstructured controller in this case, which is the default when `controller=None`.\n", - "* Any PTO impedance.\n", - "We are only interested in mechanical power for this first problem, so we will leave this empty for now.\n", - "* The non-linear power conversion loss (assumed 0% if `None`)\n", - "* The PTO system name, if desired" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "name = [\"PTO_Heave\",]\n", - "kinematics = np.eye(ndof)\n", - "controller = None\n", - "loss = None\n", - "pto_impedance = None\n", - "pto = wot.pto.PTO(ndof, kinematics, controller, pto_impedance, loss, name)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now we define the PTO forcing on the WEC and the PTO constraints.\n", - "We set the maximum PTO force as 750 Newtons.\n", - "This value is chosen somewhat arbitrary to highlight different effects throughout this tutorial.\n", - "In practice, the user would need to identify their limiting component in the PTO and then compute a suitable value.\n", - "For example, if the generator drive has a maximal current $I_{max}$ of 10 A, with a generator torque constant $K_t$ of 8 Nm/A and a gear ratio $N$ of 9 rad/m, this results in a max PTO linear force of $F = N K_{t} I_{max} = 9$ rad/m $\\times 8$ Nm $\\times 10$ A $= 720$ N.\n", - "\n", - "We will enforce the constraint at 4 times more points than the dynamics; see [Theory]((https://sandialabs.github.io/WecOptTool/theory.html)) for why this is helpful for the pseudo-spectral problem.\n", - "The constraints must be in the correct format for `scipy.optimize.minimize`, which is the solver WecOptTool uses. See the documentation for the solver [here](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html) and note the matching syntax of `ineq_cons` below." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# PTO dynamics forcing function\n", - "f_add = {'PTO': pto.force_on_wec}\n", - "\n", - "# Constraint\n", - "f_max = 750.0\n", - "nsubsteps = 4\n", - "\n", - "def const_f_pto(wec, x_wec, x_opt, waves): # Format for scipy.optimize.minimize\n", - " f = pto.force(wec, x_wec, x_opt, waves, nsubsteps)\n", - " return f_max - np.abs(f.flatten())\n", - "\n", - "ineq_cons = {'type': 'ineq',\n", - " 'fun': const_f_pto,\n", - " }\n", - "constraints = [ineq_cons]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### `WEC` creation\n", - "We are now ready to create the `WEC` object itself!\n", - "Since we ran the BEM already, we can define the object using the `wecopttool.WEC.from_bem` function.\n", - "If we saved BEM data to a NetCDF file, we can also provide the path to that file instead of specifying the BEM `Dataset` directly." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "wec = wot.WEC.from_bem(\n", - " bem_data,\n", - " constraints=constraints,\n", - " friction=None,\n", - " f_add=f_add,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "_Note: You may receive a warning regarding negative linear damping values._\n", - "_By default, WecOptTool ensures that the BEM data does not contain non-negative damping values._\n", - "_If you would like to correct the BEM solution to a different minimum damping value besides zero, you can specify_ `min_damping`." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Objective function\n", - "The objective function is the quantity we want to optimize—in this case, the average mechanical power.\n", - "The function to compute this can be taken directly from the `PTO` object we created:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "obj_fun = pto.mechanical_average_power" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The objective function is itself a function of the optimization state `x_opt`.\n", - "The length of `x_opt`, `nstate_opt`, needs to be properly defined to successfully call `scipy.optimize.minimize`.\n", - "In other words, it should match the quantities we are interested in optimizing.\n", - "In this case, we are optimizing for the control trajectories of an unstructured PTO, which can be represented in the Fourier domain by the DC (zero frequency) component, then the real and imaginary components for each frequency." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "nstate_opt = 2*nfreq" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "One technical quirk here: `nstate_opt` is one smaller than would be expected for a state space representing the mean (DC) component and the real and imaginary Fourier coefficients.\n", - "This is because WecOptTool excludes the imaginary Fourier component of the highest frequency (the 2-point wave).\n", - "Since the 2-point wave is sampled at multiples of $\\pi$, the imaginary component is evaluated as $sin(n\\pi); n = 0, 1, 2, ..., n_{freq}$, which is always zero." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Solve\n", - "We are now ready to solve the problem.\n", - "WecOptTool uses `scipy.optimize.minimize` as its optimization driver, which is wrapped into `wecopttool.WEC.solve` for ease of use.\n", - "\n", - "The only required inputs for defining and solving the problem are:\n", - "\n", - "1. The wave environment\n", - "2. The objective function\n", - "3. The size of the optimization state (`nstate_opt`)\n", - "\n", - "Optional inputs can be provided to control the optimization execution if desired, which we do here to change the default iteration maximum and tolerance.\n", - "See the `scipy.optimize.minimize` documentation [here](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html) for more details.\n", - "\n", - "To help the problem converge faster, we will scale the problem before solving it (see the [Scaling](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html) section of the Theory documentation).\n", - "WecOptTool allows you to scale the WEC dynamics state, the optimization state, and the objective function separately.\n", - "See the `wecopttool.WEC.solve` documentation [here](https://sandialabs.github.io/WecOptTool/api_docs/wecopttool.WEC.solve.html#wecopttool-wec-solve).\n", - "\n", - "\n", - "Pay attention to the `Exit mode`: an exit mode of `0` indicates a successful solution.\n", - "A simple problem (linear, single degree of freedom, unconstrained, etc.) should converge in well under 100 iterations.\n", - "If you exceed this, try adjusting the scales by orders of magnitude, one at a time." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "options = {'maxiter': 200}\n", - "scale_x_wec = 1e1\n", - "scale_x_opt = 1e-3\n", - "scale_obj = 1e-2\n", - "\n", - "results = wec.solve(\n", - " waves, \n", - " obj_fun, \n", - " nstate_opt,\n", - " optim_options=options, \n", - " scale_x_wec=scale_x_wec,\n", - " scale_x_opt=scale_x_opt,\n", - " scale_obj=scale_obj,\n", - " )\n", - "\n", - "opt_mechanical_average_power = results[0].fun\n", - "print(f'Optimal average mechanical power: {opt_mechanical_average_power} W')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Analyzing results\n", - "We will use two post-processing functions to obtain frequency and time domain results for the WEC and PTO responses.\n", - "The `wec.post_process` and `pto.post_process` functions both post-process the results for each wave phase realization.\n", - "The pseudo-spectral method gives continuous in time results.\n", - "To get smoother looking plots, we specify five subpoints betweeen co-location points." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "nsubsteps = 5\n", - "pto_fdom, pto_tdom = pto.post_process(wec, results, waves, nsubsteps=nsubsteps)\n", - "wec_fdom, wec_tdom = wec.post_process(wec, results, waves, nsubsteps=nsubsteps)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The `pto.post_process` function returns a list of `xarray.Dataset` objects, each element of which has built-in integration with PyPlot for smart plotting with automatic titles and formatting.\n", - "We will plot the mechanical power (`mech_power`), position (`pos`), and the PTO force (`force`)." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plt.figure()\n", - "pto_tdom[0]['power'].loc['mech',:,:].plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We could similarly plot any time or frequency domain response of the WEC or PTO by calling the specific type of response (position, velocity, force, etc.).\n", - "For example, to plot the WEC heave position and PTO force:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plt.figure()\n", - "wec_tdom[0]['pos'].plot()\n", - "\n", - "plt.figure()\n", - "pto_tdom[0]['force'].plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note that there are other dynamic responses available in the post-processed WEC and PTO variables (`wec_tdom`, `pto_tdom`, `wec_fdom`, `pto_fdom`).\n", - "For example, the time domain PTO variable contains the following response:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "pto_tdom" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Lastly, we will visualize the average power at different stages and how the power flows through the system.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "p_flows = wot.utilities.calculate_power_flows(wec,\n", - " pto, \n", - " results, \n", - " waves, \n", - " intrinsic_impedance)\n", - "wot.utilities.plot_power_flow(p_flows)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "On the very left of the power flow Sankey diagram we start with the *Optimal Excitation*, which is only determined by the incident wave and the hydrodynamic damping and friction. \n", - "In order for the actual *Excited* power to equal the *Optimal Excitation* the absorbed *Mechanical* power would need to equal the *Radiated* power (power that is radiated away from the WEC). In this case the *Unused Potential* would be zero.\n", - "In other words, you can never convert more than 50% of the incident wave energy into kinetic energy. For more information on this we refer to Johannes Falnes Book - Ocean Waves and Oscillating System, specifically Chapter 6.\n", - "\n", - "However, the optimal 50% absorption is an overly optimistic goal considering that real world systems are likely constrained in their oscillation velocity amplitude and phase, due to limitations in stroke and applicable force.\n", - "\n", - "\n", - "The PTO force constraint used in this optimization also stopped us from absorbing the maximal potential wave energy. It is notable that we absorbed approximately 3/4 of the maximal absorbable power (*Mechanical* / (1/2 *Optimal Excitation*)), with relatively little *Radiated* power (about 1/2 of the absorbed power). To also absorb the last 1/4 of the potential wave power, we would need to increase the *Radiated* power three times!!\n", - "\n", - "\n", - "A more important question than \"How to achieve optimal absorption?\" is \"How do we optimize usable output power?\", i.e. *Electrical* power. For this optimization case we used a lossless PTO that has no impedance in itself. Therefore, the *Electrical* power equals the absorbed *Mechanical* power.\n", - "We'll show in the following sections that this a poor assumption and that the power flow looks fundamentally different when taking the PTO dynamics into account!!\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2. Optimal control for maximum electrical power\n", - "\n", - "The rest of this tutorial will focus on a different objective function: we will now optimize for electrical power rather than mechanical, as this is a form of power that is usable and transportable.\n", - "\n", - "Since we are still dealing with the same WaveBot as in Part 1, we can reuse the BEM, WEC-PTO kinematics, and wave data from before.\n", - "\n", - "
    \n", - "\n", - "
    \n", - "\n", - "The biggest difference when considering electrical power is the addition of the PTO dynamics.\n", - "In other words, we no longer assume a lossless PTO.\n", - "We will express the PTO dynamics in the form of a [2-port impedance model](https://en.wikipedia.org/wiki/Impedance_parameters) to incorporate the dynamics of the drivetrain and generator.\n", - "The additional mechanical energy storage through the drivetrain is modeled using Newton's second law, and we assume a linear generator using a power-invariant park transform.\n", - "\n", - "The PTO impedance matrix components are then obtained under open-circuit conditions: no load current ($i_{pto}$ in figure above) or no WEC velocity ($vel_{pto}$ above), respectively.\n", - "See Section II of Michelén et al. [here](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10114969) for more details about how the code below is derived." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "## PTO impedance definition\n", - "omega = bem_data.omega.values\n", - "gear_ratio = 12.0\n", - "torque_constant = 6.7\n", - "winding_resistance = 0.5\n", - "winding_inductance = 0.0\n", - "drivetrain_inertia = 2.0\n", - "drivetrain_friction = 1.0\n", - "drivetrain_stiffness = 0.0\n", - "\n", - "drivetrain_impedance = (1j*omega*drivetrain_inertia + \n", - " drivetrain_friction + \n", - " 1/(1j*omega)*drivetrain_stiffness) \n", - "\n", - "winding_impedance = winding_resistance + 1j*omega*winding_inductance\n", - "\n", - "\n", - "pto_impedance_11 = -1* gear_ratio**2 * drivetrain_impedance\n", - "off_diag = np.sqrt(3.0/2.0) * torque_constant * gear_ratio\n", - "pto_impedance_12 = -1*(off_diag+0j) * np.ones(omega.shape) \n", - "pto_impedance_21 = -1*(off_diag+0j) * np.ones(omega.shape)\n", - "pto_impedance_22 = winding_impedance\n", - "pto_impedance_2 = np.array([[pto_impedance_11, pto_impedance_12],\n", - " [pto_impedance_21, pto_impedance_22]])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we will create a new `PTO` object with this impedance matrix.\n", - "We will also update the definitions of our PTO constraint and additional dynamic forcing function to use the new object.\n", - "We will again set our maximum PTO force to 750 Newtons in this example, so we do not need to redefine `f_max`." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "## Update PTO\n", - "name_2 = ['PTO_Heave_Ex2']\n", - "pto_2 = wot.pto.PTO(ndof, kinematics, controller, pto_impedance_2, loss, name_2)\n", - "\n", - "## Update PTO constraints and forcing\n", - "def const_f_pto_2(wec, x_wec, x_opt, waves):\n", - " f = pto_2.force_on_wec(wec, x_wec, x_opt, waves, nsubsteps)\n", - " return f_max - np.abs(f.flatten())\n", - "ineq_cons_2 = {'type': 'ineq', 'fun': const_f_pto_2}\n", - "constraints_2 = [ineq_cons_2]\n", - "f_add_2 = {'PTO': pto_2.force_on_wec}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Finally, we will update our `WEC` object with the new PTO and objective function, then run our optimization problem.\n", - "Note we are now using `average_power` instead of `mechanical_average_power` as our objective function." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.5608842787565614\n", + " Iterations: 50\n", + " Function evaluations: 51\n", + " Gradient evaluations: 50\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.49].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
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    +     "metadata": {},
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    +    {
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    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.716017086942256\n", + " Iterations: 35\n", + " Function evaluations: 36\n", + " Gradient evaluations: 35\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.49].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
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    +    {
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    +       "
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    +       "
    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.7270501383083127\n", + " Iterations: 34\n", + " Function evaluations: 35\n", + " Gradient evaluations: 34\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.49].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
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    +     "metadata": {},
    +     "output_type": "display_data"
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    +    {
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    +       "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
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    +       "
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    +       "
    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.7270538778018165\n", + " Iterations: 37\n", + " Function evaluations: 37\n", + " Gradient evaluations: 37\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.31].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    +      ],
    +      "text/plain": []
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    +     "metadata": {},
    +     "output_type": "display_data"
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    +    {
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    +       "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
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    +    {
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.5625963201573524\n", + " Iterations: 60\n", + " Function evaluations: 61\n", + " Gradient evaluations: 60\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.31].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    +      ],
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    +      ],
    +      "text/plain": []
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    +     "metadata": {},
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    +    {
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    +       "
    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.7181857607661226\n", + " Iterations: 40\n", + " Function evaluations: 40\n", + " Gradient evaluations: 40\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.31].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
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    +     "metadata": {},
    +     "output_type": "display_data"
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    +    {
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    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.728442455977667\n", + " Iterations: 37\n", + " Function evaluations: 38\n", + " Gradient evaluations: 37\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.31].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
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    +    {
    +     "data": {
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    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.72843797501101\n", + " Iterations: 29\n", + " Function evaluations: 30\n", + " Gradient evaluations: 29\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.31].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
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    +    {
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.19242832026629658\n", + " Iterations: 63\n", + " Function evaluations: 64\n", + " Gradient evaluations: 63\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.13].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
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    +    {
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    +       "
    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.3851322771782544\n", + " Iterations: 103\n", + " Function evaluations: 111\n", + " Gradient evaluations: 103\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.13].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
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    +       "
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    +       "
    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.5640509089765183\n", + " Iterations: 57\n", + " Function evaluations: 58\n", + " Gradient evaluations: 57\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.13].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
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    +       "
    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.6656499468668335\n", + " Iterations: 46\n", + " Function evaluations: 47\n", + " Gradient evaluations: 46\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.13].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    \n"
    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
    +    },
    +    {
    +     "data": {
    +      "text/html": [
    +       "
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    +       "
    \n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\wecopttool\\core.py:759: UserWarning: The `squeeze` kwarg to GroupBy is being removed.Pass .groupby(..., squeeze=False) to disable squeezing, which is the new default, and to silence this warning.\n", + " for realization, wave in waves.groupby('realization'):\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization terminated successfully (Exit mode 0)\n", + " Current function value: -0.720024627096115\n", + " Iterations: 36\n", + " Function evaluations: 37\n", + " Gradient evaluations: 36\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:wecopttool.core:center_of_mass already defined as [ 0. 0. -0.13].\n" + ] + }, + { + "data": { + "text/html": [ + "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
    +     "output_type": "display_data"
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    +    {
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    +       "
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    +       "
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    c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n",
    +       "\"ipywidgets\" for Jupyter support\n",
    +       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
    +       "
    \n" + ], + "text/plain": [ + "c:\\Users\\jtgrasb\\AppData\\Local\\anaconda3\\envs\\wot_dev\\Lib\\site-packages\\rich\\live.py:231: UserWarning: install \n", + "\"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    +      ],
    +      "text/plain": []
    +     },
    +     "metadata": {},
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    +    {
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distance above bottom\n", + "rms_vals = np.linspace(2,16,8)\n", "\n", "# Update objective function\n", - "obj_fun_2 = pto_2.average_power\n", + "nstate_opt = 2*nfreq\n", "\n", "# Solve\n", - "scale_x_wec = 1e1 \n", - "scale_x_opt = 1e-3 \n", - "scale_obj = 1e-2 \n", + "scale_x_wec = 1e1\n", + "scale_x_opt = 1e-1\n", + "scale_obj = 1e-1\n", "\n", - "results_2 = wec_2.solve(\n", - " waves, \n", - " obj_fun_2, \n", - " nstate_opt, \n", - " scale_x_wec=scale_x_wec,\n", - " scale_x_opt=scale_x_opt,\n", - " scale_obj=scale_obj,\n", - ")\n", - "opt_average_power = results_2[0].fun\n", - "print(f'Optimal average electrical power: {opt_average_power} W')\n", + "options = {'maxiter': 400}\n", "\n", - "# Post-process\n", - "wec_fdom_2, wec_tdom_2 = wec_2.post_process(wec_2, results_2, waves, nsubsteps)\n", - "pto_fdom_2, pto_tdom_2 = pto_2.post_process(wec_2, results_2, waves, nsubsteps)" + "nsubsteps = 4\n", + "num_runs = len(cg_vals)*len(rms_vals)\n", + "results_data = xr.Dataset(data_vars=dict(elec_power=([\"cg\",\"rms\"], np.zeros((len(cg_vals),len(rms_vals)))), \n", + " capacity_factor=([\"cg\",\"rms\"], np.zeros((len(cg_vals),len(rms_vals)))), \n", + " max_pitch_flap=([\"cg\",\"rms\"], np.zeros((len(cg_vals),len(rms_vals)))), \n", + " max_torque_pto=([\"cg\",\"rms\"], np.zeros((len(cg_vals),len(rms_vals)))), \n", + " max_power=([\"cg\",\"rms\"], np.zeros((len(cg_vals),len(rms_vals)))),\n", + " cg_recorded=([\"cg\",\"rms\"], np.zeros((len(cg_vals),len(rms_vals)))),\n", + " rms_recorded=([\"cg\",\"rms\"], np.zeros((len(cg_vals),len(rms_vals),)))), \n", + " coords=dict(cgs=(\"cg\",cg_vals), rmss=(\"rms\",rms_vals)))\n", + "\n", + "for cg_ind, cg in enumerate(cg_vals):\n", + " for rms_ind, rms in enumerate(rms_vals):\n", + " wec, pto = one_flap_FOSWEC(0.53,-coefficients[0], cg,rms)\n", + " obj_fun = pto.average_power\n", + " \n", + " results = wec.solve(\n", + " waves, \n", + " obj_fun, \n", + " nstate_opt, \n", + " optim_options=options, \n", + " scale_x_wec=scale_x_wec,\n", + " scale_x_opt=scale_x_opt,\n", + " scale_obj=scale_obj,\n", + " )\n", + "\n", + " results_data['cg_recorded'][cg_ind,rms_ind] = cg\n", + " results_data['rms_recorded'][cg_ind,rms_ind] = rms\n", + " results_data['elec_power'][cg_ind,rms_ind] = results[0].fun\n", + " results_data['capacity_factor'][cg_ind,rms_ind] = -results[0].fun/rms\n", + " \n", + " wec_fdom, wec_tdom = wec.post_process(wec, results, waves, nsubsteps=nsubsteps)\n", + " pto_fdom, pto_tdom = pto.post_process(wec, results, waves, nsubsteps=nsubsteps)\n", + "\n", + " results_data['max_pitch_flap'][cg_ind,rms_ind] = max(wec_tdom[0]['pos'][0]).values\n", + " results_data['max_torque_pto'][cg_ind,rms_ind] = max(pto_tdom[0]['force']).values.squeeze()\n", + " results_data['max_power'][cg_ind,rms_ind] = max(pto_tdom[0]['power'].loc['elec',:,:]).values.squeeze()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We will compare our optimal results to the unconstrained case to gain some insight into the effect of the constraint on the optimal PTO force.\n", - "Let's do the same process as before, but unset the `constraints` parameter in a new `WEC` object." + "### Results\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 107, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 107, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "wec_2_nocon = wot.WEC.from_bem(\n", - " bem_data,\n", - " constraints=None,\n", - " friction=None,\n", - " f_add=f_add_2)\n", + "colors = plt.cm.Reds(np.linspace(0.3,1,len(results_data['cgs'])))\n", "\n", - "results_2_nocon = wec_2_nocon.solve(\n", - " waves,\n", - " obj_fun_2, \n", - " nstate_opt,\n", - " scale_x_wec=scale_x_wec,\n", - " scale_x_opt=scale_x_opt,\n", - " scale_obj=scale_obj,\n", - ")\n", - "opt_average_power = results_2_nocon[0].fun\n", - "print(f'Optimal average electrical power: {opt_average_power} W')\n", - "wec_fdom_2_nocon, wec_tdom_2_nocon = wec_2_nocon.post_process(\n", - " wec_2_nocon, results_2_nocon, waves, nsubsteps)\n", - "pto_fdom_2_nocon, pto_tdom_2_nocon = pto_2.post_process(\n", - " wec_2_nocon, results_2_nocon, waves, nsubsteps)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note that the optimal constrained PTO force follows the optimal unconstrained solution (sinusoidal) whenever the unconstrained solution is within the constraint. \n", - "When the constraint is active the optimal PTO force is the maximum PTO force of 750 Newtons." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ "plt.figure()\n", - "wec_tdom[0]['pos'].plot(label='optimal mechanical')\n", - "wec_tdom_2[0]['pos'].plot(label='optimal electrical, constrained')\n", - "wec_tdom_2_nocon[0]['pos'].plot(label='optimal electrical, unconstrained')\n", - "plt.legend(loc='lower right')\n", + "for ind, cg in enumerate(results_data['cgs']):\n", + " results_cg = results_data.where(results_data.cgs == cg, drop=True)\n", "\n", - "plt.figure()\n", - "pto_tdom[0]['force'].plot(label='optimal mechanical')\n", - "pto_tdom_2[0]['force'].plot(label='optimal electrical, constrained')\n", - "pto_tdom_2_nocon[0]['force'].plot(label='optimal electrical, unconstrained')\n", - "plt.legend(loc='lower right')\n", + " plt.plot(results_cg['rmss'], results_cg['elec_power'].squeeze(),'x',label=f'cg = {np.round(cg.values,2)} m',alpha=0.8,color=colors[ind])\n", + " plt.xlabel('RMS power (W)')\n", + " plt.ylabel('Electrical power (W)')\n", + "plt.legend()\n", "\n", "plt.figure()\n", - "pto_tdom[0]['power'].sel(type='mech').plot(label='optimal mechanical')\n", - "pto_tdom_2[0]['power'].sel(type='elec').plot(label='optimal electrical, constrained')\n", - "pto_tdom_2_nocon[0]['power'].sel(type='elec').plot(label='optimal electrical, unconstrained')\n", - "plt.legend(loc='lower right')\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The attentive user might have noticed that the amplitude of the mechanical power is less compared to Part 1 of the tutorial.\n", - "We can see that optimizing for electrical power requires optimal state trajectories with less reactive mechanical power (i.e. power that is put into the system).\n", - "\n", - "The PTO force trajectory for optimizing mechanical power is saturated at the maximum for longer compared to the electrical power.\n", - "This could inform the WEC designer optimizing for mechanical power to consider larger components that would not be utilized at their limit as frequently.\n", - "However, the electrical power (_not_ the mechanical power) is the usable form of power, thus designing the WEC for optimal electrical power does not indicate a need for larger components and prevents this over-design.\n", - "\n", - "The Sankey power flow diagram confirm this observation." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "p_flows_2 = wot.utilities.calculate_power_flows(wec_2, pto_2, results_2, waves, intrinsic_impedance)\n", - "wot.utilities.plot_power_flow(p_flows_2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 3. Control co-design of the WEC geometry for maximum electrical power\n", - "The first two examples only used the inner optimization loop in WecOptTool to optimize PTO power.\n", - "In Part 3, we bring it all together and show how to use both the inner and outer optimization loops in WecOptTool to do control co-optimization of a hull design in conjunction with an optimal controller for electrical power.\n", - "\n", - "Again, we use the WaveBot WEC in one degree of freedom in regular waves. \n", - "The goal is to **find the optimal keel radius** (`r2`) that maximizes the average produced electrical power, while maintaining a constant hull volume. \n", - "A constant volume is achieved by setting the height of the conical section (`h2`) in conjunction with the keel radius.\n", - "\n", - "This example demonstrates a complete case of the control co-optimization studies WecOptTool is meant for. \n", - "The inner optimization loop finds the control trajectory that produces the optimal PTO force for a given hull geometry, and the outer optimization loop finds the optimal hull geometry _amongst designs with optimal control trajectories_.\n", - "\n", - "The inner loop is consolidated into the `WEC.solve()` method, but the outer loop needs to be configured by the user for their particular design problem.\n", - "In this example, we will do a simple *brute force* optimization using `scipy.optimize.brute` (click [here](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.brute.html) for documentation). \n", - "\n", - "![Device Diagram](https://live.staticflickr.com/65535/51751577441_515afec334_z.jpg) \n", - "
    \n", - "\n", - "
    \n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Problem setup\n", - "First, we define a function for `h2` based on `r1` that maintains a constant volume. \n", - "We see that, as expected, smaller values of `r2` require larger values of `h2` in order to maintain a constant hull volume." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "r1 = 0.88\n", - "r2_0 = 0.35\n", - "h2_0 = 0.37\n", - "V0 = 1/3*np.pi*h2_0*(r1**2+r2_0**2+(r1*r2_0))\n", - "\n", - "r2_vals = np.linspace(0.05, 0.88*0.999, 8, endpoint=True)\n", - "\n", - "\n", - "def h2_from_r2(r2, V=V0, r1=r1):\n", - " h2 = V/(1/3*np.pi*(r1**2+r2**2+(r1*r2)))\n", - " return h2\n", - "\n", - "\n", - "# plot\n", - "mapres = map(h2_from_r2, r2_vals)\n", - "h2_vals = list(mapres)\n", - "\n", - "fig1, ax1 = plt.subplots(figsize=(8,5))\n", - "for r2, h2 in zip(r2_vals.tolist(), h2_vals):\n", - " _ = wot.geom.WaveBot(r2=r2, h2=h2, freeboard=0.2).plot_cross_section(\n", - " ax=ax1, label=f\"r2={r2:.2f}, h2={h2:.2f}\")\n", - "ax1.legend(loc='best', fontsize='small',ncol=2)\n", - "_ = ax1.set_title('WaveBot hull cross-sections')\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next we will define an objective function for our design optimization problem.\n", - "We use the same workflow used in Part 2 to set up a WaveBot device and solve for the optimal solution, but wrap this in a function definition which sets `r2` and (indirectly) `h2`." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def design_obj_fun(x):\n", - "\n", - " # Unpack geometry variables\n", - " r2 = x[0]\n", - " h2 = h2_from_r2(r2)\n", - " print(f\"\\nr2 = {r2:.2f}:\")\n", - "\n", - " # Set up Capytaine floating body\n", - " wb = wot.geom.WaveBot(r2=r2, h2=h2)\n", - " mesh = wb.mesh(mesh_size_factor=0.5)\n", - " fb = cpy.FloatingBody.from_meshio(mesh, name=\"WaveBot\")\n", - " fb.add_translation_dof(name=\"Heave\")\n", - " ndof = fb.nb_dofs\n", - "\n", - " # Run BEM\n", - " f1 = 0.05\n", - " nfreq = 50\n", - " bem_data = wot.run_bem(fb, freq)\n", + "for ind, cg in enumerate(results_data['cgs']):\n", + " results_cg = results_data.where(results_data.cgs == cg, drop=True)\n", "\n", - " # Impedance definition\n", - " omega = bem_data.omega.values\n", - " gear_ratio = 12.0\n", - " torque_constant = 6.7\n", - " winding_resistance = 0.5\n", - " winding_inductance = 0.0\n", - " drivetrain_inertia = 2.0\n", - " drivetrain_friction = 1.0\n", - " drivetrain_stiffness = 0.0\n", - "\n", - " drivetrain_impedance = (1j*omega*drivetrain_inertia + \n", - " drivetrain_friction + \n", - " 1/(1j*omega)*drivetrain_stiffness) \n", - "\n", - " winding_impedance = winding_resistance + 1j*omega*winding_inductance\n", - "\n", - "\n", - " pto_impedance_11 = -1* gear_ratio**2 * drivetrain_impedance\n", - " off_diag = np.sqrt(3.0/2.0) * torque_constant * gear_ratio\n", - " pto_impedance_12 = -1*(off_diag+0j) * np.ones(omega.shape) \n", - " pto_impedance_21 = -1*(off_diag+0j) * np.ones(omega.shape)\n", - " pto_impedance_22 = winding_impedance\n", - " pto_impedance_3 = np.array([[pto_impedance_11, pto_impedance_12],\n", - " [pto_impedance_21, pto_impedance_22]])\n", - "\n", - " # Set PTO object\n", - " name = [\"PTO_Heave\",]\n", - " kinematics = np.eye(ndof)\n", - " efficiency = None\n", - " controller = None\n", - " pto = wot.pto.PTO(ndof, kinematics, controller, pto_impedance_3, efficiency, name)\n", - " \n", - "\n", - " # Set PTO constraint and additional dynamic force\n", - " nsubsteps = 4\n", - " f_max = 750.0\n", - "\n", - " def const_f_pto(wec, x_wec, x_opt, waves):\n", - " f = pto.force(wec, x_wec, x_opt, waves, nsubsteps)\n", - " return f_max - np.abs(f.flatten())\n", - "\n", - " ineq_cons = {'type': 'ineq', 'fun': const_f_pto}\n", - " constraints = [ineq_cons]\n", - "\n", - " f_add = {'PTO': pto.force_on_wec}\n", - "\n", - " # Create WEC\n", - " wec = wot.WEC.from_bem(bem_data,\n", - " constraints=constraints,\n", - " friction=None, \n", - " f_add=f_add,\n", - " )\n", - "\n", - " # Objective function\n", - " obj_fun = pto.average_power\n", - " nstate_opt = 2*nfreq\n", - " \n", - " # Solve\n", - " scale_x_wec = 1e1 \n", - " scale_x_opt = 1e-3 \n", - " scale_obj = 1e-2 \n", - " res = wec.solve(\n", - " waves, \n", - " obj_fun, \n", - " nstate_opt, \n", - " scale_x_wec=scale_x_wec,\n", - " scale_x_opt=scale_x_opt,\n", - " scale_obj=scale_obj)\n", - "\n", - " return res[0].fun" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Solve\n", - "Finally, we call our wrapped function using `scipy.optimize.brute`.\n", - "The optimization algorithm will call our objective function, which in turn will create a new WaveBot hull, run the necessary BEM calculations for the hull, and find the PTO force that provides the most electric power for that hull. \n", - "This process will be conducted for the range of `r2` values that we specify.\n", - "\n", - "_(note: the cell below will take longer to run than the cells above, up to several minutes)_" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "wot.set_loglevel(\"error\") # Suppress warnings\n", - "\n", - "# range over which to search\n", - "ranges = (slice(r2_vals[0], r2_vals[-1]+np.diff(r2_vals)[0], np.diff(r2_vals)[0]),)\n", - "\n", - "# solve\n", - "opt_x0, opt_fval, x0s, fvals = brute(func=design_obj_fun, ranges=ranges, full_output=True, finish=None)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Results\n", - "From a quick plot of the results, we see that the power absorption (where negative power is power absorbed by the device) generally improves for larger values of `r2`." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "fig, ax = plt.subplots()\n", - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color'][:len(x0s)]\n", - "ax.plot(x0s, fvals, 'k', zorder=0)\n", - "ax.scatter(x0s, fvals, c=colors, zorder=1)\n", - "\n", - "ax.set_xlabel('Keel radius, $r_2$ [m]')\n", - "ax.set_ylabel('Average Power [W]')\n", - "ax.set_title('Design optimization results')\n", - "fig.tight_layout()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note that in this case the difference in average power between the different keel radii is rather small.\n", - "This is because the PTO force constraint is active most of the time, therefore all considered geometries perform similarily.\n", - "If you remove the PTO constraint and re-run the co-optimization study, you will see that the impact of radius on average electrical power is significantly higher." + " plt.plot(results_cg['capacity_factor'].squeeze(), -results_cg['elec_power'].squeeze(),'x',label=f'cg = {np.round(cg.values,2)} m',alpha=0.8,color=colors[ind])\n", + " plt.xlabel('Capacity Factor ()')\n", + " plt.ylabel('Electrical power converted (W)')\n", + "plt.legend()" ] } ],

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