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 6 years ago
Alternatives and similar repositories for DemandManagement
Users that are interested in DemandManagement are comparing it to the libraries listed below
Sorting:
- Code repository for the paper "Data-driven modelling of energy demand response behaviour based on a large-scale residential trial".☆14Jun 6, 2021Updated 4 years ago
- Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.☆11Jul 7, 2022Updated 3 years ago
- Home energy multi-agent recommender framework with demand response and power limit consideration.☆20Nov 18, 2022Updated 3 years ago
- Source code for our ICCEP paper "Secure short-term load forecasting for smart grids with transformer-based federated learning".☆18Nov 14, 2023Updated 2 years ago
- Deep reinforcement learning tool for demand response in smart grids with high penetration of renewable energy sources.☆33Aug 1, 2024Updated last year
- Energy-consumption scheduling algorithms for smart electrical grids☆22Jan 12, 2022Updated 4 years ago
- ☆14Jun 20, 2019Updated 6 years ago
- Tools and programs for testing the Smart Grid anomaly detection algorithm☆13Dec 2, 2017Updated 8 years ago
- ☆15Apr 8, 2023Updated 2 years ago
- Parametric building performance simulation using Python for EnergyPlus☆16Jul 22, 2018Updated 7 years ago
- Reinforcement learning agent based electricity market simulator☆19Jul 2, 2011Updated 14 years ago
- ☆17Dec 7, 2018Updated 7 years ago
- Code for the paper "MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-based Residential Demand Response"☆47Aug 2, 2023Updated 2 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☆20Aug 22, 2020Updated 5 years ago
- GridAttackAnalyzer: Smart Grid Attack Analysis Framework☆21Feb 15, 2022Updated 4 years ago
- MPC controllers for temperature regulation of a building. Graded project for the ETH course "Model Predictive Control".☆20Nov 2, 2021Updated 4 years ago
- A Reinforcement Learning agent for an energy bidding problem in a simulated MicroGrid☆26Apr 16, 2018Updated 7 years ago
- 🎓Automatically Update FL Papers Daily using Github Actions (Update Every 12th hours)☆27Updated this week
- MatLab code using PSO (Particle Swarm Optimization) to minimize power losses and voltage deviation by optimally placing and sizing DG☆11Feb 11, 2023Updated 3 years ago
- Repo for project/master thesis for optimisation of microgrid using MPC.☆33May 31, 2021Updated 4 years ago
- ☆28Mar 24, 2023Updated 2 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 6 years ago
- Optimization of Virtual Power Plant formation process using Game Theory☆35Nov 11, 2020Updated 5 years ago
- This respiratory contains the implementation codes of wind-speed prediction in energy forecasting. This study focused on deep neural netw…☆11Nov 11, 2022Updated 3 years ago
- The code repo for building reliable load forecasting model during the COVID-19 pandemic☆30Jul 10, 2020Updated 5 years ago
- ☆15Apr 21, 2024Updated last year
- reinforcement learning for power grid optimal operations and maintenance☆36Mar 13, 2023Updated 2 years ago
- MATLAB code on project: Role of Energy Positive Buildings in Future Low-Carbon Energy Systems.☆37Sep 25, 2020Updated 5 years ago
- Eltima Port Virtualization Technology may be integrated to the software or hardware solutions to get the remote access to network devices☆10Jun 6, 2018Updated 7 years ago
- ☆11Jun 21, 2021Updated 4 years ago
- DC Motor Tuning Using Fuzzy Logic And PID Controller☆11Oct 8, 2020Updated 5 years ago
- Public data set from the Tempe campus of Arizona State University☆18Sep 10, 2024Updated last year
- A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.☆87Feb 8, 2023Updated 3 years ago
- ☆19Aug 25, 2023Updated 2 years ago
- pFedDef: Defending Grey-Box Attacks for Personalized Federated Learning☆10May 31, 2023Updated 2 years ago
- Bare minimum End-to-End ML application with Flask REST API Prediction Service☆11Jul 11, 2020Updated 5 years ago
- Evolutionary Game Theory Simulator☆10Jun 8, 2018Updated 7 years ago
- Transactive Energy Service System☆14Mar 4, 2023Updated 2 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year