Ziming Yan

Data-Driven Load Frequency Control for Stochastic Power Systems: A Deep Reinforcement Learning Method With Continuous Action Search

Yan Xu, Ziming Yan, Ziming Yan, 2019, IEEE Transactions on Power Systems.

Real-Time Optimal Power Flow: A Lagrangian Based Deep Reinforcement Learning Approach

Yan Xu, Ziming Yan, Ziming Yan, 2020, IEEE Transactions on Power Systems.

Deep reinforcement learning‐based optimal data‐driven control of battery energy storage for power system frequency support

Yan Xu, Yu Wang, Ziming Yan, 2020, IET Generation, Transmission & Distribution.

Designing phononic crystal with anticipated band gap through a deep learning based data-driven method

Xiang Li, Ziming Yan, Zhuo Zhuang, 2020 .

Data-driven Economic Control of Battery Energy Storage System Considering Battery Degradation

Yu Wang, Yan Xu, Xue Feng, 2019, 2019 9th International Conference on Power and Energy Systems (ICPES).

A Multi-Agent Deep Reinforcement Learning Method for Cooperative Load Frequency Control of a Multi-Area Power System

Yan Xu, Ziming Yan, Yan Xu, 2020, IEEE Transactions on Power Systems.

Vulnerability Assessment of Deep Reinforcement Learning Models for Power System Topology Optimization

Yan Zheng, Ziming Yan, Yan Xu, 2021, IEEE Transactions on Smart Grid.

Combination and application of machine learning and computational mechanics

Ziming Yan, Zhanli Liu, Xiang Li, 2019, Chinese Science Bulletin.