OpenSynth-energy/OpenSynth

Generate power flow data to train machine learning and foundation models for the electric power grid.

Large-scale pretraining and benchmarking for short-term load forecasting.

PowerFM is an open-source repository for foundation models in the power and energy domain. It both maintains original projects and collects community-contributed open-source projects, featuring fine-tuned and domain-trained models for tasks like load forecasting, fault detection, grid simulation, and agent control.

Electrical Power System Benchmark Dataset directly usable with pandapower (use the project website for other tools)

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

Synthetic Data SDK ✨

🔋 Represent energy systems as Python data classes for improved modularity and readability

Benchmarking synthetic data generation methods.

Synthetic Data Engine 💎