Author

Jia-Ying Li

h-index 1 View on Semantic Scholar

We have 3 of 6 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#reinforcement learning Open access Sep 2026

Microgrid energy management optimization using PPO with curriculum learning trained in virtual simulation environment

Microgrid energy management systems (EMS) require real-time, economically optimal, and safe dispatch strategies under high renewable uncertainty. While Deep Reinforcement Learning (DRL) offers promising online decision-making capabilities, standard DRL algorithms struggle with the “cold start” problem, slow convergence...

Jia-Ying Li, Can Pei, Yan-Tao Li · Journal of engineering and a... · 0 citations

#federated learning Conference Sep 2026

A federated learning-enabled distributed optimal control mechanism for energy supply chains

A distributed collaborative optimization control strategy mechanism for microgrid clusters based on a federated learning architecture is designed, coupling a proximal regularization dimensionality reduction operator with an adaptive attention aggregation alignment algorithm based on the high-dimensional space cosine an...

Jia-Ying Li, Fu-Cheng Zheng, Can Pei · International Conference on... · 0 citations

#federated learning Conference Aug 2026

Federated learning-based privacy-preserving multisource data fusion for smart grids

This study addresses the challenges of privacy leakage and data silos in multi-source heterogeneous data interaction within smart grids by designing a federated multi-source data fusion architecture that combines adaptive local differential privacy with feature space alignment. This architecture utilizes Hessian matrix...

Jia-Ying Li, Can Pei · International Conference on... · 0 citations