Thermal Comfort sensor for HA (absolute humidity, heat index, dew point, thermal perception)
CBE Thermal Comfort Tool for ASHRAE-55
Know when rain starts from your own Home Assistant weather station. 170+ derived sensors, ET0 irrigation, fire danger, UTCI heat stress, dashboards, and blueprints.
Transforms PMV-based into adaptive setpoint temperature EnergyPlus building energy models
These datasets are collected for the GBIC project to conduct research about indoor human thermal comfort. The GBIC research project proposes to develop online thermal comfort models via a deep-learning approach and apply them to behavioral studies to drive “greener, smarter and healthier buildings” in the tropics (e.g., Singapore). Leveraging pr…
Implementation of the Humans-as-a-Sensor for Buildings paper.
Urban block renewal maximizing outdoor thermal comfort using deep reinforcement learning methods.
An open-source, modular Indoor Environmental Quality (IEQ) monitoring system featuring a gamified Graphical User Interface (GUI)
SAMBA v2 IEQ monitoring system
JavaScript package to calculate several thermal comfort indices (e.g., PMV, SET, two-node model, PHS)
This is the repository of my personal website.
This repository gives you access to the CLIMATEREADY survey dataset containing thermal comfort votes during the 2021 and 2022 heatwave periods in Pamplona, Spain, as well as other relevant parameters self-reported by surveyees (e.g. occupant characteristics and behaviour, key building/dwelling characteristics, sleep problems, heat-related symptoms)
A neural network-based operational procedure for the Universal Thermal Climate Index.
Full-stack urban microclimate simulation — React frontend + FastAPI backends for LLM-orchestrated CFD, solar, and thermal comfort analysis via natural language
A novel method to incorporate existing policy (Rule-based control) with Reinforcement Learning.
A Python3 module to calculate many different thermal comfort indicies
Python implementation of Universal Thermal Climate Index (UTCI) - accurate outdoor thermal comfort assessment based on meteorological data
Software implementing ergonomics algorithms (strain index, lifting index, metabolic rate, etc.)
Algorithms for Thermal Comfort Prediction using PMV and Adaptive Method.
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