Optimising electricity expenditure in an HVAC system under dynamic electricity pricing scheme and weather conditions using a DDPG model.
☆26Feb 6, 2022Updated 4 years ago
Alternatives and similar repositories for DRL_HVAC
Users that are interested in DRL_HVAC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AI control over HVAC☆10Mar 23, 2019Updated 7 years ago
- optimize the HVAC pumps and chillers operation☆11Jan 14, 2019Updated 7 years ago
- Implementation of Research paper, Deep reinforcement learning based framework for energy optimization and thermal comfort control in smar…☆24May 10, 2021Updated 5 years ago
- Using Reinforcement Learning to control HVAC for efficient use of energy☆10Aug 25, 2018Updated 8 years ago
- Microgrid/distribution network level energy market managed by an RL agent☆13Feb 19, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- MATLAB code and data for the article Ildar Daminov, Anne Blavette, Salvy Bourguet, Hamid Ben Ahmed, Thomas Soulard, Pierre Warlop, "Econo…☆10Jun 23, 2024Updated 2 years ago
- Deep Reinforcement Learning AI Approach to Control HVAC Systems☆57Oct 20, 2018Updated 8 years ago
- we consider the problem of thermostatically controlled load (TCL) control through dynamic electricity prices, under partial observability…☆21Aug 29, 2019Updated 7 years ago
- MATLAB code to simulate model predictive control of thermal storage for demand response.☆15Oct 17, 2015Updated 11 years ago
- MATLAB code on project: Role of Energy Positive Buildings in Future Low-Carbon Energy Systems.☆38Sep 25, 2020Updated 6 years ago
- #MIMO PID Controller for HVAC System of Buildings☆13Jan 17, 2019Updated 7 years ago
- LSTM to predict daily HVAC consumption in buildings☆15Jul 25, 2024Updated 2 years ago
- Supplementary material to the paper "An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control".☆20Oct 3, 2024Updated 2 years ago
- Reinforcement learning implementation of HVAC controller☆12Jun 22, 2018Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- MPC controllers for temperature regulation of a building. Graded project for the ETH course "Model Predictive Control".☆19Nov 2, 2021Updated 5 years ago
- Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.☆13Feb 25, 2025Updated last year
- Deep Learning python code for HVAC cooling / Heating load calculation☆23Feb 10, 2020Updated 6 years ago
- ☆12Sep 15, 2021Updated 5 years ago
- Codes and data supplemental files for the paper "Robust Optimization for Electricity Generation"☆20Dec 3, 2019Updated 6 years ago
- A Reinforcement Learning solution for HVAC control to optimize energy consumption. Developed by Vector Institute and TELUS.☆81Apr 27, 2023Updated 3 years ago
- DRL based Building Energy Management System for universal deploying in any buildings with Multi-VAV system☆29Jan 24, 2025Updated last year
- Distributed Optimal and Predictive Energy Resources☆25Oct 16, 2026Updated 2 weeks ago
- Deep Reinforcement Learning Techniques for Energy Management of Networked Microgrids☆29Dec 4, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Energy trading using DQN☆30Oct 25, 2019Updated 7 years ago
- Solution for DrivenData Challenge "Power Laws: Optimizing Demand-side Strategies" (using DQNs, policy networks)☆26May 9, 2019Updated 7 years ago
- ☆14Feb 12, 2022Updated 4 years ago
- It is a small software which is developed by MATLAB for modeling the energy system of a building or HVAC system.☆62Mar 18, 2022Updated 4 years ago
- Data for paper "Bilevel Optimal Coordination of Active Distribution Network and Charging Stations Considering EV Drivers’ Responsivity"☆11Oct 11, 2026Updated 3 weeks ago
- Data-driven Uncertainty Sets for the JuMPeR framework☆11Apr 5, 2018Updated 8 years ago
- Multi-agent reinforcement learning for privacy-preserving, scalable residential energy flexibility coordination☆36Nov 4, 2023Updated 2 years ago
- MIDS Capstone Project, Duke University, 2021☆10Apr 28, 2021Updated 5 years ago
- ☆15Mar 27, 2021Updated 5 years 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.
- Reinforcement Learning + Microgrids for OpenDSS with the Stanford Microgrid Analysis and Research Training internship☆39Nov 27, 2024Updated last year
- Competitive Reinforcement Learning for Real-Time Pricing and Scheduling Control in Coupled EV Charging Stations and Power Networks☆13Jun 10, 2023Updated 3 years ago
- (Optimal) power flow under uncertainty via polynomial chaos expansion; tutorial example.☆12Sep 6, 2019Updated 7 years ago
- Repository containing supplementary data and code for "A Robust Approach to Chance Constrained Optimal Power Flow with Renewable Generati…☆30Apr 21, 2017Updated 9 years ago
- ☆14Nov 19, 2021Updated 4 years ago
- Implementation of 3 Proposed Consensus Based Economic Dispatch Optimization Algorithms☆16Mar 15, 2018Updated 8 years ago
- This function solves the distribution power flow equations for a generic, radial, single-phase distribution network based on Baran's (19…☆15Nov 29, 2021Updated 4 years ago