An open source python package for implementing and developing standard methods for calculating normalized metered energy consumption and avoided energy use.

Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition

Gym environment for building simulation and control using reinforcement learning

Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition

API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS Python API

list of papers, code, and other resources

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.

Python-based tool for urban building energy modelling (UBEM)

🏘️ The Town Energy Balance (TEB) model software and platform

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.

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.

The measurement and verification methodology of the H2020 project SENSEI

A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics

Repo for RL algorithm design and testing of BCA (building control agent) HVAC on EnergyPlus building energy simulator using Python API/EMS

A built environment analysis and modeling library for Python.

Paper in Science and Technology for the Built Environment about the GEPIII Competition

CoBMo - Control-oriented Building Model

The Res-IRF model is a tool for simulating energy consumption for space heating in the French residential sector.

Daily pattern identification with multidimensional cube structures on the building data genome project 2 open set.

Demo notebooks for OpenGrid