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.
☆34Mar 15, 2023Updated 3 years ago
Alternatives and similar repositories for Optimization-of-building-energy-consumption
Users that are interested in Optimization-of-building-energy-consumption are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repo for RL algorithm design and testing of BCA (building control agent) HVAC on EnergyPlus building energy simulator using Python API/EM…☆11Mar 18, 2022Updated 4 years ago
- Data science project☆18Aug 16, 2020Updated 6 years ago
- The official implementation of DIG-MILP☆14Oct 27, 2023Updated 2 years ago
- Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.☆13Feb 25, 2025Updated last year
- Membrane-based dehumidification is currently being considered as a promising solution for the building application due to its low cost an…☆10Oct 28, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- source code for VESAEA, paper in CEC2019☆10Mar 27, 2019Updated 7 years ago
- Performance curve generator for building energy simulation☆14May 28, 2026Updated 2 months ago
- A Reinforcement Learning solution for HVAC control to optimize energy consumption. Developed by Vector Institute and TELUS.☆80Apr 27, 2023Updated 3 years ago
- ☆13Feb 13, 2024Updated 2 years ago
- An open-source flexibility quantification model using Python☆28Jun 15, 2021Updated 5 years ago
- ☆14Aug 18, 2023Updated 3 years ago
- Thermodynamics tool for H2O, H2, and CO2☆10May 12, 2023Updated 3 years ago
- code for Build2Vec 1.0 reproducibility☆13Oct 28, 2021Updated 4 years ago
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆10Mar 1, 2023Updated 3 years ago
- Using Reinforcement Learning to control HVAC for efficient use of energy☆11Aug 25, 2018Updated 7 years ago
- Framework for steady state vapor compression simulation☆21Jul 20, 2026Updated 3 weeks ago
- This repository contains code related to solving and visualizing the Bi-Directional Electric Vehicle Routing Problem (B-EVRP) as well as …☆17Apr 1, 2022Updated 4 years ago
- This repository contains code for exploratory data analysis and machine learning on different datasets.☆13Nov 6, 2022Updated 3 years ago
- 3R2C Resistor Capacitor Model for simplified building thermal simulation.☆12Aug 9, 2026Updated last week
- A scrapy get weather data from 2011 to 2020 in China from website http://www.tianqihoubao.com/lishi/☆10Feb 15, 2020Updated 6 years ago
- Gym environment for building simulation and control using reinforcement learning☆234Aug 5, 2026Updated 2 weeks ago
- Framework for development and execution of agents for control and simulation of energy systems.☆16Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS …☆81May 10, 2023Updated 3 years ago
- MATLAB code on project: Role of Energy Positive Buildings in Future Low-Carbon Energy Systems.☆38Sep 25, 2020Updated 5 years ago
- 一个热带荒岛求生主题的文字世界,专为 Agent 试炼打造,Agent 需自行完成:探索、发现、规划、改造环境,设法让自己优雅地活下去。☆25Jul 15, 2026Updated last month
- open-source library for quantum algorithms (simulation, optimization, machine learning)☆22Feb 6, 2025Updated last year
- Vapor-compression refrigeration cycles analysis tool☆16Updated this week
- DRL based Building Energy Management System for universal deploying in any buildings with Multi-VAV system☆28Jan 24, 2025Updated last year
- Official Code for FedRule: Federated Rule Recommendation System with Graph Neural Networks☆14Sep 12, 2023Updated 2 years ago
- Deep Learning-based Forecasting of Building Energy Consumption☆17Sep 15, 2025Updated 11 months ago
- Enabling LLMs to Think Proactively and Initiate Dialogue with Consciousness. A multi-agent LLM architecture inspired by Global Workspace …☆16Apr 23, 2026Updated 3 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆14Dec 12, 2022Updated 3 years ago
- eBook: Addressing Uncertainty in MultiSector Dynamics Research☆50Nov 17, 2025Updated 9 months ago
- Explore efficient energy management in renewable communities through the implementation of Model Predictive Control (MPC) and Reinforceme…☆32Nov 24, 2023Updated 2 years ago
- Udacity's C++ Nanodegree Program☆14Jun 9, 2020Updated 6 years ago
- RNN-flavoured Ensembling to Predict Remaining Useful Life of Lithium-ion Batteries☆24Apr 25, 2022Updated 4 years ago
- Pipeline for building Machine Learning Classifiers for the diagnosis of EHR text-data. We used this pipeline for our study, published her…☆12Jul 6, 2023Updated 3 years ago
- ☆20Feb 13, 2021Updated 5 years ago