9 results found Sort:

opendsm
opendsm opendsm
70
223
apache-2.0
21
An open source python package for implementing and developing standard methods for calculating normalized metered energy consumption and avoided energy use.
energy efficiency energy-data building-energy energy-efficiency
Created 2016-08-19
2,816 commits to master branch, last one 8 days ago
architecture-building-systems
CityEnergyAnalyst architecture-building-systems
66
209
mit
20
The City Energy Analyst (CEA)
ubem python open-source urban-design building-energy urban-analytics urban-building-energy-model
Created 2016-01-12
14,263 commits to master branch, last one 5 days ago
buds-lab
building-data-genome-project-2 buds-lab
79
206
other
16
Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition
open-data smart-city open-source smart-meter building-energy electricity-meter energy-efficiency open-data-science energy-consumption building-automation electricity-consumption
Created 2020-03-16
84 commits to master branch, last one about a year ago
ugr-sail
sinergym ugr-sail
41
152
mit
6
Gym environment for building simulation and control using reinforcement learning
python buildings framework energyplus simulation building-energy building-control reinforcement-learning reinforcement-learning-environments
Created 2021-01-23
829 commits to main branch, last one 7 days ago
buds-lab
ashrae-great-energy-predictor-3-solution-analysis buds-lab
34
84
mit
9
Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition
ashrae kaggle energy-data rank-solution building-energy energy-consumption kaggle-competition ashrae-energy-prediction building-energy-forecasting
Created 2020-01-22
107 commits to master branch, last one 3 years ago
mechyai
RL-EmsPy mechyai
11
74
apache-2.0
5
API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS Python API
python hvac-control building-energy electrical-grid building-automation reinforcement-learning reinforcement-learning-environments
Created 2022-03-09
84 commits to main branch, last one about a year ago
trynthink
scout trynthink
29
64
other
10
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 bu...
energy-data building-energy carbon-emissions energy-efficiency energy-consumption demand-side-management
Created 2014-11-04
956 commits to master branch, last one 4 days ago
cuge1995
awesome-energy-forecasting cuge1995
10
64
mit
1
list of papers, code, and other resources
wind-speed energy-data wind-energy clean-energy solar-energy building-energy renewable-energy wind-forecasting energy-prediction solar-forecasting wind-energy-analytics time-series-prediction time-series-forecasting building-energy-forecasting
Created 2020-05-21
25 commits to master branch, last one 3 years ago
tstran155
Optimization-of-building-energy-consumption tstran155
6
24
unknown
1
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 packag...
hvac ipopt pymoo pyomo nsga-ii deterministic gurobi-solver sobol-indices building-energy cross-validation xgboost-regression bayesian-optimization nonlinear-optimization multivariate-regression probabilistic-inference stochastic-optimization latin-hypercube-sampling machine-learning-algorithms multi-objective-optimization genetic-optimization-algorithm
Created 2023-02-18
66 commits to main branch, last one 2 years ago