A diploma thesis investigating the options of controlling power demand of households to reduce peaks in total power consumption in smart grids.
☆20Oct 16, 2019Updated 7 years ago
Alternatives and similar repositories for DemandManagement
Users that are interested in DemandManagement are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code repository for the paper "Data-driven modelling of energy demand response behaviour based on a large-scale residential trial".☆14Jun 6, 2021Updated 5 years ago
- Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.☆10Jul 7, 2022Updated 4 years ago
- Implementations of DQN, DQN with PER, DDQN with PER, and DDDQN with PER agents to maximise reward in a 14 node power grid station☆23Aug 22, 2020Updated 6 years ago
- ☆15Apr 8, 2023Updated 3 years ago
- We implemented a general, extensible Environment of a Smart Grid with the ability to simulate interactions between multiple Sources and L…☆26Aug 17, 2019Updated 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Tools and programs for testing the Smart Grid anomaly detection algorithm☆14Dec 2, 2017Updated 8 years ago
- This Smart contract is an open source smart contract for trading renewable energy in a grid connected microgrid using Ethereum blockchain…☆24Dec 14, 2021Updated 4 years ago
- Benefit Analysis of Hydrogen Networks to the Renewable Power Grids. SCUC - day-ahead scheduling - for a hybrid super energy grid consisti…☆38Mar 22, 2023Updated 3 years ago
- Parametric building performance simulation using Python for EnergyPlus☆17Jul 22, 2018Updated 8 years ago
- Scripts for a university project, a simple centralized smart grid energy cost minimization problem.☆14Mar 23, 2021Updated 5 years ago
- Code for the paper "MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-based Residential Demand Response"☆48Aug 2, 2023Updated 3 years ago
- Two stage heuristic method to reconfigure the distribution networks☆11Mar 30, 2023Updated 3 years ago
- ☆19Aug 25, 2023Updated 3 years ago
- MPC controllers for temperature regulation of a building. Graded project for the ETH course "Model Predictive Control".☆19Nov 2, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆14Jun 20, 2019Updated 7 years ago
- Deep reinforcement learning tool for demand response in smart grids with high penetration of renewable energy sources.☆35Aug 1, 2024Updated 2 years ago
- Source code for our ICCEP paper "Secure short-term load forecasting for smart grids with transformer-based federated learning".☆19Nov 14, 2023Updated 2 years ago
- energy management codes developed in the past☆20Sep 26, 2021Updated 5 years ago
- ☆17Dec 7, 2018Updated 7 years ago
- Energy-consumption scheduling algorithms for smart electrical grids☆23Jan 12, 2022Updated 4 years ago
- ⚡ Power forecasting of 💚 renewable energy power plants is a very active research field, as reliable information about the 🔮 future power…☆34Oct 9, 2026Updated 3 weeks ago
- Reinforcement learning agent based electricity market simulator☆19Jul 2, 2011Updated 15 years ago
- • Modeling an optimized solution for energy scheduling in a Smart Grid neighborhood using MATLAB & Excel☆30May 19, 2015Updated 11 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.
- Graduation project researching a trading agent on microgrids to trade energy between them☆45Jan 24, 2022Updated 4 years ago
- learn tmux by playing☆17Jun 8, 2026Updated 4 months ago
- This project simulates the peer-to-peer transfer of electricity in a microgrid using Ethereum Contract.☆25Jan 24, 2023Updated 3 years ago
- Contains the code for the paper "Multi-Horizon Short-Term Load Forecasting Using Hybrid of LSTM and Modified Split Convolution"☆11Oct 28, 2023Updated 3 years ago
- A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.☆88Feb 8, 2023Updated 3 years ago
- AI control over HVAC☆10Mar 23, 2019Updated 7 years ago
- ☆11Oct 22, 2026Updated last week
- Repository for L2RPN WCCI 2020 competition. One possible solution.☆27Dec 8, 2020Updated 5 years ago
- MATLAB code to simulate model predictive control of thermal storage for demand response.☆15Oct 17, 2015Updated 11 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated 2 years ago
- R tutorials and examples for engineers.☆10Dec 14, 2014Updated 11 years ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆11Jun 29, 2022Updated 4 years ago
- Energy trading using DQN☆30Oct 25, 2019Updated 7 years ago
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated 2 years ago
- ☆15Apr 21, 2024Updated 2 years ago
- MATLAB code on project: Role of Energy Positive Buildings in Future Low-Carbon Energy Systems.☆38Sep 25, 2020Updated 6 years ago