MustafaKamoona/Model-Less_FP-DGL_Control_Inverter: v1.0 – FP-DQL Model-Less Voltage Control for Islanded Microgrids
Abstract
This release provides the reference simulation code and datasets supporting the paper: "Model-Less Forecast-Proactive Intelligent Control for Inverter in Islanded Microgrids" The repository includes: Implementation of the proposed FP-DQL reinforcement learning voltage controller Benchmark PID and LSTM-based controllers for comparison Four-bus islanded AC microgrid test system with unbalanced and dynamic loads Scripts for training, evaluation, and result reproduction The code and data are provided to support reproducibility of the reported results.
Fields of Study & Subjects
Microgrid Control and Optimization
Multilevel Inverters and Converters
Optimal Power Flow Distribution
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 27 January 2026