architecture-building-systems/CityEnergyAnalyst

The City Energy Analyst (CEA) is an open-source urban building energy modeling (UBEM) platform and computation tool for the design of low-carbon and highly efficient cities.

Language: Python - Size: 916 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 231 - Forks: 76

opendsm/opendsm

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

Language: Python - Size: 147 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 230 - Forks: 71

trynthink/scout

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.

Language: Python - Size: 5.7 GB - Last synced at: 4 days ago - Pushed at: 8 days ago - Stars: 68 - Forks: 32

buds-lab/building-data-genome-project-2

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

Language: Jupyter Notebook - Size: 422 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 233 - Forks: 91

tstran155/Optimization-of-building-energy-consumption

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.

Language: Jupyter Notebook - Size: 5.31 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 8

ugr-sail/sinergym

Gym environment for building simulation and control using reinforcement learning

Language: Python - Size: 476 MB - Last synced at: 5 days ago - Pushed at: 11 days ago - Stars: 185 - Forks: 51

andoludo/trano

Automate building energy simulation implementation in Modelica

Language: Modelica - Size: 30.9 MB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0

agattbeshar/quantile-patch-transformers

Language: Jupyter Notebook - Size: 996 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

cuge1995/awesome-energy-forecasting

list of papers, code, and other resources

Size: 69.3 KB - Last synced at: 3 days ago - Pushed at: almost 4 years ago - Stars: 66 - Forks: 10

IWUGERMANY/DIBS---Dynamic-ISO-Building-Simulator

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.

Language: Python - Size: 139 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 7

mnikoopayan/quantile-patch-transformers

Probabilistic building load forecasting (Q10/Q50/Q90) + risk-aware supervisory control using Patch Transformer (QR-PatchTST)

Language: Jupyter Notebook - Size: 994 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0

TEB-model/teb

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

Language: Fortran - Size: 9.66 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 29 - Forks: 7

jmirlach/xai-building-energy-prediction

Repo of "Leveraging explainable AI for informed building retrofit decisions: Insights from a survey"

Language: R - Size: 295 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

canmet-energy/tandm

New method for developing energy and emissions inventories for buildings

Language: Jupyter Notebook - Size: 65.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 1

klimaat/rnlyss

Python library to download, stack, and manipulated atmospheric reanalyses.

Language: Python - Size: 139 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 2

IEA-EBC-Annex86/annex

R package to process and store data for the IEA EBC - Annex 86 - Energy Efficient Indoor Air Quality Management in Residential Buildings project. For details visit https://annex86.iea-ebc.org/. Documentation and examples available on https://iea-ebc-annex86.github.io/annex/

Language: R - Size: 64.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

Robaie98/mvbep

Measurement and Verification Building Energy Prediction (MVBEP)

Language: Python - Size: 72.6 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

SustainableUrbanSystemsLab/NREL-PSM3-2-EPW

Script that exports EPW files from NREL PSM3 weather data.

Language: Python - Size: 201 KB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 2

CIRED/Res-IRF

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

Language: Jupyter Notebook - Size: 19 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

Aditya-Ranjan1234/BMS-DataVerse

Implementation of multiple ML models and suggestions using LLMs for energy efficiency predictions in buildings.

Language: Jupyter Notebook - Size: 6.41 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

IWUGERMANY/Calibration-Model-for-DIBS-and-Extrapolation-onto-German-Non-Domestic-Building-Stock

This repository holds the script used for the development of the DIBS energy calibration model and the extrapolation onto the entire German non-domestic building stock. The best performing calibration models for space heating, electricty and occupancy hot water are provided via Link.

Language: R - Size: 41 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

kdmayer/PointER

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

Language: Python - Size: 11.9 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 2

mesmo-dev/cobmo

CoBMo - Control-oriented Building Model

Language: Python - Size: 16.8 MB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 3

KTH-UrbanT/mubes-ubem

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

Language: Python - Size: 1.87 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 9

mechyai/RL-EmsPy

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

Language: Python - Size: 22.7 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 62 - Forks: 12

buds-lab/ashrae-great-energy-predictor-3-solution-analysis

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

Language: Jupyter Notebook - Size: 51.3 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 32

Antonio955/PI_DAE

This repository is the official implementation of [Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight](Energy and Buildings)

Language: Python - Size: 688 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

mechyai/RL-BCA

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

Language: HTML - Size: 56.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 4

JulienLeprince/multidimensional-building-data-cube-pattern-identification

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

Language: Jupyter Notebook - Size: 19.8 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 2

D4ve-R/thermaljs

Thermal is a simple physics library, performing heat transmittance & condensate calculations.

Language: TypeScript - Size: 277 KB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

retrofit-lab/bps-feasibility

Code for the paper "Evaluating the feasibility of achieving building performance standards targets"

Language: R - Size: 893 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

buds-lab/ashrae-great-energy-predictor-3-overview-analysis

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

Language: Jupyter Notebook - Size: 37.6 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 0

nfette/sorpsim-opt

Yet another Sorption system simulation tool

Language: C++ - Size: 1010 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

jarred13/Buildings_Energy_Efficiency

This project uses Machine Learning to predict the energy efficiency of buildings based off of the building's features

Language: R - Size: 1.07 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

lofilippini/building-performance-in-future-climates

Thermoenergetic Performance of a Building with Phase Change Materials Under Climate Change Projections. Work complete of graduation in Energy Engineering.

Language: Jupyter Notebook - Size: 105 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

retrofit-lab/measure-naming-best-practices

Data and code for the paper "An EEM by any other name: Best practices for naming energy efficiency measures"

Language: R - Size: 162 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

retrofit-lab/ashrae-1836-rp-categorization

Data and code for the paper "Developing a standardized categorization system for energy efficiency measures (1836-RP)"

Language: R - Size: 246 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

retrofit-lab/ashrae-1836-rp-text-mining

Data and code for the paper "What we talk about when we talk about EEMs: Using text mining and topic modeling to understand building energy efficiency measures (1836-RP)."

Language: R - Size: 747 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

BldgICT/Bldgmodel

Low-income building model (EnergyPlus)

Size: 1.44 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

mcneillj/sitka

A built environment analysis and modeling library for Python.

Language: Python - Size: 551 KB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 2

mcneillj/sitka-examples

Example files for getting started using Sitka for modeling and analysis.

Language: Jupyter Notebook - Size: 600 KB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

tklee-smu/Prediction-based-on-Load-Profiling

A predictive model based on load profiling

Language: Python - Size: 48.8 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

WupperWWEM/wupperwwem.github.io

Language: HTML - Size: 48.4 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

opengridcc/opengrid-demo

Demo notebooks for OpenGrid

Language: Jupyter Notebook - Size: 260 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 1