Ziming Yan

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Publications

Citations

1.3K

H-Index

Active since

2005

Affiliations

Nanyang Technological University(Current)

Chongqing University

Ziming Yan is an author at Nanyang Technological University specializing in deep reinforcement learning, machine learning, and reinforcement learning.

ORCID

Publications per year

2005–2025

Publications

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

Ziming Yan, Yan Xu · IEEE Transactions on Power Systems · 2018 · 382 citations

Computing, Autonomous Systems, Machine Learning +16

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

Ziming Yan, Yan Xu · IEEE Transactions on Power Systems · 2020 · 375 citations

Computing, Computer Science, Distributed Systems +16

Real-Time Optimal Power Flow: A <i>Lagrangian</i> Based Deep Reinforcement Learning Approach

Ziming Yan, Yan Xu · IEEE Transactions on Power Systems · 2020 · 186 citations

Engineering, Decision Sciences, Machine Learning +15

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

Yan Zheng, Ziming Yan, Kangjie Chen et al. · IEEE Transactions on Smart Grid · 2021 · 62 citations

Computing, Computer Science, Cybersecurity +16

A Hybrid Data-Driven Method for Fast Solution of Security-Constrained Optimal Power Flow

Ziming Yan, Yan Xu · IEEE Transactions on Power Systems · 2022 · 58 citations

Computing, Computer Science, Systems Engineering +17

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