An open source python package for implementing and developing standard methods for calculating normalized metered energy consumption and avoided energy use.
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Dec 20, 2024 - Python
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building-energy
Here are 43 public repositories matching this topic...
The City Energy Analyst (CEA)
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Dec 23, 2024 - Python
Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition
open-source open-data smart-meter energy-consumption electricity-consumption energy-efficiency building-automation electricity-meter smart-city open-data-science building-energy
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Oct 14, 2023 - Jupyter Notebook
Gym environment for building simulation and control using reinforcement learning
python framework reinforcement-learning simulation energyplus buildings building-energy reinforcement-learning-environments building-control
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Dec 17, 2024 - Python
Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition
kaggle kaggle-competition energy-data energy-consumption ashrae building-energy ashrae-energy-prediction building-energy-forecasting rank-solution
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Dec 8, 2022 - Jupyter Notebook
API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS Python API
python reinforcement-learning building-automation building-energy reinforcement-learning-environments hvac-control electrical-grid
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May 10, 2023 - Python
list of papers, code, and other resources
wind-speed energy-data solar-energy renewable-energy wind-energy clean-energy time-series-prediction time-series-forecasting building-energy solar-forecasting wind-energy-analytics energy-prediction wind-forecasting building-energy-forecasting
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Sep 16, 2021
A tool for estimating the future energy use, carbon emissions, and capital and operating cost impacts of energy efficiency and demand flexibility technologies in the U.S. residential and commercial building sectors.
carbon-emissions energy-data energy-consumption energy-efficiency building-energy demand-side-management
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Dec 23, 2024 - Python
Python-based tool for urban building energy modelling (UBEM)
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Apr 20, 2024 - Python
🏘️ The Town Energy Balance (TEB) model software and platform
cmake urban-planning meteorology atmospheric-modelling energy-consumption energy-model teb environmental-modelling building-energy energy-balance-model energy-simulation urban-meteorology forecasting-model land-surface-model town-energy-balance urban-energy-budget
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Nov 1, 2022 - Fortran
Adapted ISO13790 hourly dynamic building energy simulator (DIBS) for single buildings and building stocks - Ready to use with ENOB:dataNWG interview and on-site inspection data for the simulation of German building stocks.
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May 17, 2024 - Python
This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo package, (3) Genetic algorithm with local search, and (4) Pymoo package to find optimum design parameters and minimum energy consumption.
machine-learning-algorithms cross-validation multi-objective-optimization pyomo deterministic bayesian-optimization hvac nonlinear-optimization nsga-ii multivariate-regression stochastic-optimization ipopt probabilistic-inference genetic-optimization-algorithm latin-hypercube-sampling building-energy xgboost-regression sobol-indices gurobi-solver pymoo
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Mar 15, 2023 - Jupyter Notebook
The measurement and verification methodology of the H2020 project SENSEI
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Jan 22, 2023 - Python
A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics
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Oct 6, 2023 - Python
Repo for RL algorithm design and testing of BCA (building control agent) HVAC on EnergyPlus building energy simulator using Python API/EMS
reinforcement-learning energyplus building-automation building-energy reinforcement-learning-environments
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Mar 18, 2022 - HTML
A built environment analysis and modeling library for Python.
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Apr 30, 2022 - Python
Paper in Science and Technology for the Built Environment about the GEPIII Competition
kaggle kaggle-competition smart-meter energy-efficiency ashrae kaggle-challenge building-energy energy-prediction
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Aug 26, 2020 - Jupyter Notebook
CoBMo - Control-oriented Building Model
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Sep 3, 2024 - Python
The Res-IRF model is a tool for simulating energy consumption for space heating in the French residential sector.
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Dec 27, 2023 - Jupyter Notebook
Daily pattern identification with multidimensional cube structures on the building data genome project 2 open set.
open-source machine-learning data-analytics smart-meter energy-consumption multidimensional-analysis smart-city open-data-science smart-building building-energy pattern-identification
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Sep 2, 2022 - Jupyter Notebook
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