Grid2Op a testbed platform to model sequential decision making in power systems.
A curated dataset of global electrical grid maps, datasets and resources.
A power network simulator with a Reinforcement Learning-focused usage.
Energinet's Model Testbench. Automate gridcompliance studies in PSCAD and Powerfactory.
reinforcement learning for power grid optimal operations and maintenance
Smart charging system for EVs
This is a repository for cloud adoption tutorials oriented to power system practitioners
Generate power grid dynamic simulation data automatically for machine learning applications using Python and Modelica models.
An implementation of an OpenAI gym environment for EPRI OpenDSS, using OpenDSS's native Python COM interface.
An open source tool chain to simulate cyber attacks in the power system
This repository implements the necessary algorithm and data generation process to reproduce the results published around LEAP Net.
A gamification of the "powergrid problem" using grid2op that allows you to "operate" a powergrid.
Energy Grid Optimization and Analysis (EGOA)
需量管理与优化，实现削峰填谷和需量负荷控制，降低用电成本
Research on Hierarchical Multi-Agent Reinforcement Learning for Power Grid Topology Control (L2RPN). This project explores hierarchical MARL architectures, regional agents for stabilizing power grids using the Grid2Op environment.
Calculation of geomagnetically induced currents in the Dutch powergrid
GRIDSAFE - Grid Security Assessment and Framework Evaluation
Topological Vulnerability Metrics, Contingency Ranking, Spectral Graph Anlaysis, Spectral Island Clustering
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