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An open source python package for implementing and developing standard methods for calculating normalized metered energy consumption and avoided energy use.
Created
2016-08-19
2,816 commits to master branch, last one 8 days ago
The City Energy Analyst (CEA)
Created
2016-01-12
14,263 commits to master branch, last one 5 days ago
Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition
Created
2020-03-16
84 commits to master branch, last one about a year ago
Gym environment for building simulation and control using reinforcement learning
Created
2021-01-23
829 commits to main branch, last one 7 days ago
Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition
Created
2020-01-22
107 commits to master branch, last one 3 years ago
API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS Python API
Created
2022-03-09
84 commits to main branch, last one about a year ago
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...
Created
2014-11-04
956 commits to master branch, last one 4 days ago
list of papers, code, and other resources
Created
2020-05-21
25 commits to master branch, last one 3 years ago
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