Wenxin Liu

Wenxin Liu

Lehigh University

H-index: 38

North America-United States

About Wenxin Liu

Wenxin Liu, With an exceptional h-index of 38 and a recent h-index of 32 (since 2020), a distinguished researcher at Lehigh University, specializes in the field of Power Systems, Power Electronics, Control, Deep Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Data-Efficient Deep Reinforcement Learning-Based Optimal Generation Control in DC Microgrids

Multi-agent deep reinforcement learning based distributed optimal generation control of DC microgrids

Deep reinforcement learning-based optimal control of DC shipboard power systems for pulsed power load accommodation

Optimal reset-control-based load frequency regulation in isolated microgrids

Penalty-based distributed optimal control of DC microgrids with enhanced current regulation performance

Distributed periodic event-triggered optimal control of DC microgrids based on virtual incremental cost

Deep Reinforcement Learning Control for Pulsed Power Load Online Deployment in DC Shipboard Integrated Power System

Optimal charging control of energy storage systems for pulse power load using deep reinforcement learning in shipboard integrated power systems

Wenxin Liu Information

University

Position

Associate Professor of Electrical Engineering

Citations(all)

5715

Citations(since 2020)

3036

Cited By

3925

hIndex(all)

38

hIndex(since 2020)

32

i10Index(all)

77

i10Index(since 2020)

58

Email

University Profile Page

Lehigh University

Google Scholar

View Google Scholar Profile

Wenxin Liu Skills & Research Interests

Power Systems

Power Electronics

Control

Deep Reinforcement Learning

Top articles of Wenxin Liu

Title

Journal

Author(s)

Publication Date

Data-Efficient Deep Reinforcement Learning-Based Optimal Generation Control in DC Microgrids

IEEE Systems Journal

Zhen Fan

Wei Zhang

Wenxin Liu

2024/2/5

Multi-agent deep reinforcement learning based distributed optimal generation control of DC microgrids

IEEE Transactions on Smart Grid

Zhen Fan

Wei Zhang

Wenxin Liu

2023/1/17

Deep reinforcement learning-based optimal control of DC shipboard power systems for pulsed power load accommodation

IEEE Transactions on Smart Grid

Zhenghong Tu

Wei Zhang

Wenxin Liu

2022/8/2

Optimal reset-control-based load frequency regulation in isolated microgrids

IEEE Transactions on Sustainable Energy

Zhenghong Tu

Bo Fan

Javad Khazaei

Wei Zhang

Wenxin Liu

2022/7/12

Penalty-based distributed optimal control of DC microgrids with enhanced current regulation performance

IEEE Transactions on Circuits and Systems I: Regular Papers

Jiangkai Peng

Bo Fan

Wenxin Liu

2022/4/27

Distributed periodic event-triggered optimal control of DC microgrids based on virtual incremental cost

IEEE/CAA Journal of Automatica Sinica

Jiangkai Peng

Bo Fan

Zhenghong Tu

Wei Zhang

Wenxin Liu

2022/3/9

Deep Reinforcement Learning Control for Pulsed Power Load Online Deployment in DC Shipboard Integrated Power System

IEEE Transactions on Power Systems

Zhenghong Tu

Wei Zhang

Wenxin Liu

2022/8/24

Optimal charging control of energy storage systems for pulse power load using deep reinforcement learning in shipboard integrated power systems

IEEE Transactions on Industrial Informatics

Wei Zhang

Zhenghong Tu

Wenxin Liu

2022/8/2

Distributed control of DC microgrids with improved ZIP load adaptability

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Bo Fan

Jiangkai Peng

Qinmin Yang

Wenxin Liu

2021/8/12

Distributed control of DC microgrids for optimal coordination of conventional and renewable generators

IEEE Transactions on Smart Grid

Zhen Fan

Bo Fan

Wenxin Liu

2021/7/6

Feedback linearization control of converters with LCL filter for weak AC grid integration

IEEE Transactions on Power Systems

Javad Khazaei

Zhenghong Tu

Arash Asrari

Wenxin Liu

2021/1/5

Optimal state-constrained control of dc shipboard power systems for online pulsed power load accommodation

IEEE Transactions on Smart Grid

Zhenghong Tu

Bo Fan

Wei Zhang

Jiangkai Peng

Wenxin Liu

2021/10/15

Voltage-based distributed optimal control for generation cost minimization and bounded bus voltage regulation in DC microgrids

IEEE Transactions on Smart Grid

Jiangkai Peng

Bo Fan

Wenxin Liu

2020/7/31

Operating state reconstruction in cyber physical smart grid for automatic attack filtering

IEEE Transactions on Industrial Informatics

Huaizhi Wang

Xichang Wen

Yinliang Xu

Bin Zhou

Jianchun Peng

...

2020/6/15

Discrete-time self-triggered control of DC microgrids with data dropouts and communication delays

IEEE Transactions on Smart Grid

Jiangkai Peng

Bo Fan

Hao Xu

Wenxin Liu

2020/6/8

Fully distributed discrete-time control of DC microgrids with zip loads

IEEE Systems Journal

Jiangkai Peng

Bo Fan

Qinmin Yang

Wenxin Liu

2020/12/3

Distributed event-triggered control of DC microgrids

International Journal of Electrical Power & Energy Systems

Mohammad Javad Najafirad

Nima Mahdian Dehkordi

2023/6/1

Operation loss minimization targeted distributed optimal control of DC microgrids

IEEE Systems Journal

Zhen Fan

Bo Fan

Jiangkai Peng

Wenxin Liu

2020/11/23

Small-signal modeling and analysis of virtual inertia-based PV systems

IEEE Transactions on Energy Conversion

Javad Khazaei

Zhenghong Tu

Wenxin Liu

2020/2/10

See List of Professors in Wenxin Liu University(Lehigh University)

Co-Authors

H-index: 57
Donald C Wunsch II

Donald C Wunsch II

Missouri University of Science and Technology

H-index: 53
Mariesa Crow

Mariesa Crow

Missouri University of Science and Technology

H-index: 51
Hui "Helen" Li

Hui "Helen" Li

Florida State University

H-index: 45
Lixin Tang

Lixin Tang

Northeastern University, China

H-index: 37
Qinmin Yang

Qinmin Yang

Zhejiang University

H-index: 30
Il-Yop Chung

Il-Yop Chung

Kookmin University

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