From b2c199c2884ce39d49cb320dc92fecc982c16a2d Mon Sep 17 00:00:00 2001 From: Eduardo Barros Date: Fri, 19 Feb 2021 18:23:31 +0000 Subject: [PATCH 1/4] Adds config files of first experiments --- .../config/exp00_base_case.yml | 182 ++++++++++++++++++ .../config/exp20_best_guess.yml | 182 ++++++++++++++++++ .../geometry_related/results/README.txt | 5 + 3 files changed, 369 insertions(+) create mode 100644 experiments/norne_simplified/geometry_related/config/exp00_base_case.yml create mode 100644 experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml create mode 100644 experiments/norne_simplified/geometry_related/results/README.txt diff --git a/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml b/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml new file mode 100644 index 0000000..c662b6a --- /dev/null +++ b/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml @@ -0,0 +1,182 @@ +name: Norne simplified + +flownet: + data_source: + simulation: + input_case: ../input_model/norne_simplified/NORNE_ATW2013 + vectors: + WBHP: + rel_error: 0.01 + min_error: 5 + WOPR: + rel_error: 0.05 + min_error: 50 + WWPR: + rel_error: 0.05 + min_error: 50 + WGPR: + rel_error: 0.05 + min_error: 50000 + # layers: [[1, 4], [5, 22]] + well_logs: true + concave_hull: true + phases: + - oil + - gas + - vapoil + - disgas + - water + pvt: + rsvd: norne_static/rsvd_multiple.csv + cell_length: 100 + additional_flow_nodes: 50 + additional_node_candidates: 1000 + hull_factor: 1.2 + random_seed: 123456 + perforation_handling_strategy: bottom_point + fast_pyscal: true + training_set_end_date: 2005-01-31 + fault_tolerance: 0.0001 + # max_distance: 1e12 + max_distance_fraction: 0.0 + prod_control_mode: RESV + inj_control_mode: RATE + # angle_threshold: 150 + n_non_reservoir_evaluation: 0 + +ert: + static_include_files: ./norne_static + realizations: + num_realizations: 500 + required_success_percent: 20 + max_runtime: 1500 + queue: + system: LOCAL + max_running: 50 + ensemble_weights: [4, 2, 1, 1, 1, 1, 1, 1, 1, 1] + analysis: + metric: [RMSE] + quantity: ['WOPR:', 'WOPT:', 'WWPR:', 'WWPT:', 'WGPR:', 'WGPT:', 'WBHP:'] + start: 1997-11-06 + end: 2005-01-31 + outfile: exp00_analysis_metrics_history + +model_parameters: + permeability: + min: 1 + max: 1000 + porosity: + min: 0.05 + max: 0.35 + bulkvolume_mult: + mean: 1.0 + max: 1.5 + fault_mult: + min: 1 + max: 1 + distribution: logunif + relative_permeability: + scheme: global + interpolate: false + regions: + - id: None + swirr: + min: 0.01 + base: 0.01 + max: 0.01 + swl: + min: 0.05 + base: 0.05 + max: 0.05 + swcr: + min: 0.1 + base: 0.2 + max: 0.3 + sorw: + min: 0.2 + base: 0.25 + max: 0.3 + sorg: + min: 0.1 + base: 0.15 + max: 0.2 + sgcr: + min: 0.03 + base: 0.055 + max: 0.08 + krwend: + min: 0.4 + base: 0.5 + max: 0.6 + kroend: + min: 0.9 + base: 0.95 + max: 1.0 + krgend: + min: 0.9 + base: 0.95 + max: 1.0 + nw: + min: 1.5 + base: 2.25 + max: 3.0 + now: + min: 1.5 + base: 2.25 + max: 3.0 + ng: + min: 1.5 + base: 2.25 + max: 3.0 + nog: + min: 1.5 + base: 2.25 + max: 3.0 + equil: + scheme: regions_from_sim + regions: + - id: None + datum_depth: 2000 + datum_pressure: + min: 210 + max: 230 + goc_depth: + min: 1995 + max: 2005 + owc_depth: + min: 2670 + max: 2725 + - id: 2 + datum_depth: 2000 + datum_pressure: + min: 210 + max: 230 + goc_depth: + min: 1995 + max: 2005 + owc_depth: + min: 2565 + max: 2605 + - id: 3 + datum_depth: 2000 + datum_pressure: + min: 210 + max: 230 + goc_depth: + min: 1995 + max: 2005 + owc_depth: + min: 2601 + max: 2640 + - id: 4 + datum_depth: 2000 + datum_pressure: + min: 210 + max: 230 + goc_depth: + min: 1995 + max: 2005 + owc_depth: + min: 2375 + max: 2425 + diff --git a/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml b/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml new file mode 100644 index 0000000..531102d --- /dev/null +++ b/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml @@ -0,0 +1,182 @@ +name: Norne simplified + +flownet: + data_source: + simulation: + input_case: ../input_model/norne_simplified/NORNE_ATW2013 + vectors: + WBHP: + rel_error: 0.01 + min_error: 5 + WOPR: + rel_error: 0.05 + min_error: 50 + WWPR: + rel_error: 0.05 + min_error: 50 + WGPR: + rel_error: 0.05 + min_error: 50000 + layers: [[1, 4], [5, 22]] + well_logs: true + concave_hull: true + phases: + - oil + - gas + - vapoil + - disgas + - water + pvt: + rsvd: norne_static/rsvd_multiple.csv + cell_length: 50 + additional_flow_nodes: 100 + additional_node_candidates: 1000 + hull_factor: 1.2 + random_seed: 123456 + perforation_handling_strategy: multiple_based_on_workovers + fast_pyscal: true + training_set_end_date: 2005-01-31 + fault_tolerance: 0.0001 + # max_distance: 1e12 + max_distance_fraction: 0.10 + prod_control_mode: RESV + inj_control_mode: RATE + # angle_threshold: 150 + # n_non_reservoir_evaluation: 10 + +ert: + static_include_files: ./norne_static + realizations: + num_realizations: 500 + required_success_percent: 20 + max_runtime: 1500 + queue: + system: LOCAL + max_running: 50 + ensemble_weights: [4, 2, 1, 1, 1, 1, 1, 1, 1, 1] + analysis: + metric: [RMSE] + quantity: ['WOPR:', 'WOPT:', 'WWPR:', 'WWPT:', 'WGPR:', 'WGPT:', 'WBHP:'] + start: 1997-11-06 + end: 2005-01-31 + outfile: exp20_analysis_metrics_history + +model_parameters: + permeability: + min: 1 + max: 1000 + porosity: + min: 0.05 + max: 0.35 + bulkvolume_mult: + mean: 1.0 + max: 1.5 + fault_mult: + min: 1.0e-5 + max: 1 + distribution: logunif + relative_permeability: + scheme: individual + interpolate: false + regions: + - id: None + swirr: + min: 0.01 + base: 0.01 + max: 0.01 + swl: + min: 0.05 + base: 0.05 + max: 0.05 + swcr: + min: 0.1 + base: 0.2 + max: 0.3 + sorw: + min: 0.2 + base: 0.25 + max: 0.3 + sorg: + min: 0.1 + base: 0.15 + max: 0.2 + sgcr: + min: 0.03 + base: 0.055 + max: 0.08 + krwend: + min: 0.4 + base: 0.5 + max: 0.6 + kroend: + min: 0.9 + base: 0.95 + max: 1.0 + krgend: + min: 0.9 + base: 0.95 + max: 1.0 + nw: + min: 1.5 + base: 2.25 + max: 3.0 + now: + min: 1.5 + base: 2.25 + max: 3.0 + ng: + min: 1.5 + base: 2.25 + max: 3.0 + nog: + min: 1.5 + base: 2.25 + max: 3.0 + equil: + scheme: regions_from_sim + regions: + - id: None + datum_depth: 2000 + datum_pressure: + min: 210 + max: 230 + goc_depth: + min: 1995 + max: 2005 + owc_depth: + min: 2670 + max: 2725 + - id: 2 + datum_depth: 2000 + datum_pressure: + min: 210 + max: 230 + goc_depth: + min: 1995 + max: 2005 + owc_depth: + min: 2565 + max: 2605 + - id: 3 + datum_depth: 2000 + datum_pressure: + min: 210 + max: 230 + goc_depth: + min: 1995 + max: 2005 + owc_depth: + min: 2601 + max: 2640 + - id: 4 + datum_depth: 2000 + datum_pressure: + min: 210 + max: 230 + goc_depth: + min: 1995 + max: 2005 + owc_depth: + min: 2375 + max: 2425 + diff --git a/experiments/norne_simplified/geometry_related/results/README.txt b/experiments/norne_simplified/geometry_related/results/README.txt new file mode 100644 index 0000000..a7dee54 --- /dev/null +++ b/experiments/norne_simplified/geometry_related/results/README.txt @@ -0,0 +1,5 @@ +Please append list with performed experiments and location of results + +- Experiment 00: flownetsimulator VM (Eduardo) +- Experiment 20: flownetsimulator VM (Eduardo) + From ebe25bee7c91a587424f21a94a7b76023e48e447 Mon Sep 17 00:00:00 2001 From: Eduardo Barros Date: Fri, 19 Feb 2021 18:40:06 +0000 Subject: [PATCH 2/4] Fixes yamllint --- .../norne_simplified/geometry_related/config/exp00_base_case.yml | 1 - .../geometry_related/config/exp20_best_guess.yml | 1 - 2 files changed, 2 deletions(-) diff --git a/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml b/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml index c662b6a..801c9e4 100644 --- a/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml +++ b/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml @@ -179,4 +179,3 @@ model_parameters: owc_depth: min: 2375 max: 2425 - diff --git a/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml b/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml index 531102d..a87ea23 100644 --- a/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml +++ b/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml @@ -179,4 +179,3 @@ model_parameters: owc_depth: min: 2375 max: 2425 - From 7e932c230106f311c815ea923876e0af7f30460b Mon Sep 17 00:00:00 2001 From: Eduardo Barros Date: Fri, 26 Feb 2021 15:42:10 +0000 Subject: [PATCH 3/4] Updates exp00 --- .../geometry_related/config/exp00_base_case.yml | 17 +++++++++++------ 1 file changed, 11 insertions(+), 6 deletions(-) diff --git a/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml b/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml index 801c9e4..0c67bc9 100644 --- a/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml +++ b/experiments/norne_simplified/geometry_related/config/exp00_base_case.yml @@ -29,7 +29,7 @@ flownet: pvt: rsvd: norne_static/rsvd_multiple.csv cell_length: 100 - additional_flow_nodes: 50 + additional_flow_nodes: [50] additional_node_candidates: 1000 hull_factor: 1.2 random_seed: 123456 @@ -55,11 +55,16 @@ ert: max_running: 50 ensemble_weights: [4, 2, 1, 1, 1, 1, 1, 1, 1, 1] analysis: - metric: [RMSE] - quantity: ['WOPR:', 'WOPT:', 'WWPR:', 'WWPT:', 'WGPR:', 'WGPT:', 'WBHP:'] - start: 1997-11-06 - end: 2005-01-31 - outfile: exp00_analysis_metrics_history + - metric: [RMSE] + quantity: ['WOPR:', 'WOPT:', 'WWPR:', 'WWPT:', 'WGPR:', 'WGPT:', 'WBHP:'] + start: 1997-11-06 + end: 2005-01-31 + outfile: exp00_analysis_metrics_history + - metric: [RMSE] + quantity: ['WOPR:', 'WOPT:', 'WWPR:', 'WWPT:', 'WGPR:', 'WGPT:', 'WBHP:'] + start: 2005-01-31 + end: 2006-12-01 + outfile: exp00_analysis_metrics_test model_parameters: permeability: From c84ffd04576d7954ab3e908284e595870294b8da Mon Sep 17 00:00:00 2001 From: Eduardo Barros Date: Fri, 26 Feb 2021 17:39:24 +0000 Subject: [PATCH 4/4] Updates exp20 --- .../config/exp20_best_guess.yml | 17 +++++++++++------ 1 file changed, 11 insertions(+), 6 deletions(-) diff --git a/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml b/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml index a87ea23..7b4f5c7 100644 --- a/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml +++ b/experiments/norne_simplified/geometry_related/config/exp20_best_guess.yml @@ -29,7 +29,7 @@ flownet: pvt: rsvd: norne_static/rsvd_multiple.csv cell_length: 50 - additional_flow_nodes: 100 + additional_flow_nodes: [100] additional_node_candidates: 1000 hull_factor: 1.2 random_seed: 123456 @@ -55,11 +55,16 @@ ert: max_running: 50 ensemble_weights: [4, 2, 1, 1, 1, 1, 1, 1, 1, 1] analysis: - metric: [RMSE] - quantity: ['WOPR:', 'WOPT:', 'WWPR:', 'WWPT:', 'WGPR:', 'WGPT:', 'WBHP:'] - start: 1997-11-06 - end: 2005-01-31 - outfile: exp20_analysis_metrics_history + - metric: [RMSE] + quantity: ['WOPR:', 'WOPT:', 'WWPR:', 'WWPT:', 'WGPR:', 'WGPT:', 'WBHP:'] + start: 1997-11-06 + end: 2005-01-31 + outfile: exp20_analysis_metrics_history + - metric: [RMSE] + quantity: ['WOPR:', 'WOPT:', 'WWPR:', 'WWPT:', 'WGPR:', 'WGPT:', 'WBHP:'] + start: 2005-01-31 + end: 2006-12-01 + outfile: exp20_analysis_metrics_test model_parameters: permeability: