Wenxin Liu

Orcid: 0000-0001-7456-7606

Affiliations:
  • Lehigh University, Bethlehem, PA, USA


According to our database1, Wenxin Liu authored at least 70 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Data-Efficient Deep Reinforcement Learning-Based Optimal Generation Control in DC Microgrids.
IEEE Syst. J., March, 2024

2023
Multi-Agent Deep Reinforcement Learning-Based Distributed Optimal Generation Control of DC Microgrids.
IEEE Trans. Smart Grid, September, 2023

Optimal Charging Control of Energy Storage Systems for Pulse Power Load Using Deep Reinforcement Learning in Shipboard Integrated Power Systems.
IEEE Trans. Ind. Informatics, May, 2023

Deep Reinforcement Learning-Based Optimal Control of DC Shipboard Power Systems for Pulsed Power Load Accommodation.
IEEE Trans. Smart Grid, 2023

2022
Distributed Control of DC Microgrids With Improved ZIP Load Adaptability.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Optimal State-Constrained Control of DC Shipboard Power Systems for Online Pulsed Power Load Accommodation.
IEEE Trans. Smart Grid, 2022

Operating State Reconstruction in Cyber Physical Smart Grid for Automatic Attack Filtering.
IEEE Trans. Ind. Informatics, 2022

Penalty-Based Distributed Optimal Control of DC Microgrids With Enhanced Current Regulation Performance.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Fully Distributed Discrete-Time Control of DC Microgrids With ZIP Loads.
IEEE Syst. J., 2022

Distributed Periodic Event-Triggered Optimal Control of DC Microgrids Based on Virtual Incremental Cost.
IEEE CAA J. Autom. Sinica, 2022

2021
Voltage-Based Distributed Optimal Control for Generation Cost Minimization and Bounded Bus Voltage Regulation in DC Microgrids.
IEEE Trans. Smart Grid, 2021

Distributed Control of DC Microgrids for Optimal Coordination of Conventional and Renewable Generators.
IEEE Trans. Smart Grid, 2021

Distributed Event-Triggered Control of DC Microgrids.
IEEE Syst. J., 2021

Operation Loss Minimization Targeted Distributed Optimal Control of DC Microgrids.
IEEE Syst. J., 2021

2020
Discrete-Time Self-Triggered Control of DC Microgrids With Data Dropouts and Communication Delays.
IEEE Trans. Smart Grid, 2020

Distributed Periodic Event-Triggered Algorithm for Current Sharing and Voltage Regulation in DC Microgrids.
IEEE Trans. Smart Grid, 2020

A Consensus-Based Algorithm for Power Sharing and Voltage Regulation in DC Microgrids.
IEEE Trans. Ind. Informatics, 2020

Zero-Sum Game Based Cooperative Control for Onboard Pulsed Power Load Accommodation.
IEEE Trans. Ind. Informatics, 2020

2019
Decentralized High-Performance Control of DC Microgrids.
IEEE Trans. Smart Grid, 2019

Distributed Control of Inverter-Interfaced Microgrids Based on Consensus Algorithm With Improved Transient Performance.
IEEE Trans. Smart Grid, 2019

A Coordinated Compensation Strategy for Module Mismatch of CHB-PV Systems Based on Improved LS-PWM and Reactive Power Injection.
IEEE Trans. Ind. Electron., 2019

Adaptive decentralized output-constrained control of single-bus DC microgrids.
IEEE CAA J. Autom. Sinica, 2019

Distributed control of multiple-bus microgrid with paralleled distributed generators.
IEEE CAA J. Autom. Sinica, 2019

2018
Real-Time Compressive Sensing Based Control Strategy for a Multi-Area Power System.
IEEE Trans. Smart Grid, 2018

Real-Time Distributed Control of Battery Energy Storage Systems for Security Constrained DC-OPF.
IEEE Trans. Smart Grid, 2018

Q-Learning-Based Damping Control of Wide-Area Power Systems Under Cyber Uncertainties.
IEEE Trans. Smart Grid, 2018

Event-triggered and self-triggered wide-area damping control designs under uncertainties.
Trans. Inst. Meas. Control, 2018

Robust Planning of Electric Vehicle Charging Facilities With an Advanced Evaluation Method.
IEEE Trans. Ind. Informatics, 2018

Power Converters Based Advanced Experimental Platform for Integrated Study of Power and Controls.
IEEE Trans. Ind. Informatics, 2018

Distributed Control of Inverter-Interfaced Microgrids With Bounded Transient Line Currents.
IEEE Trans. Ind. Informatics, 2018

A Distributed Dynamic Programming-Based Solution for Load Management in Smart Grids.
IEEE Syst. J., 2018

2017
Multiagent System-Based Integrated Solution for Topology Identification and State Estimation.
IEEE Trans. Ind. Informatics, 2017

Guest Editorial Special Section on Systems of Power Converters: Design, Modeling, Control, and Implementation.
IEEE Trans. Ind. Informatics, 2017

Distributed Optimal Active Power Dispatch Under Constraints for Smart Grids.
IEEE Trans. Ind. Electron., 2017

Distributed virtual inertia based control of multiple photovoltaic systems in autonomous microgrid.
IEEE CAA J. Autom. Sinica, 2017

Keynote speakers: Operation and control of inverter-interfaced microgrids.
Proceedings of the 14th International Conference on Electrical Engineering, 2017

2016
Adaptive performance-guaranteed control of UPS systems.
Proceedings of the IEEE International Conference on Information and Automation, 2016

2015
Distributed Online Optimal Energy Management for Smart Grids.
IEEE Trans. Ind. Informatics, 2015

Distributed Dynamic Programming-Based Approach for Economic Dispatch in Smart Grids.
IEEE Trans. Ind. Informatics, 2015

Fully Distributed Social Welfare Optimization With Line Flow Constraint Consideration.
IEEE Trans. Ind. Informatics, 2015

A novel modulation method applied in quasi-Z-source based cascaded pv system suffering module mismatch.
Proceedings of the IECON 2015, 2015

2014
Distributed Multiple Agent System Based Online Optimal Reactive Power Control for Smart Grids.
IEEE Trans. Smart Grid, 2014

Control strategy for microgrid inverter under unbalanced grid voltage conditions.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

A Consensus-Based Fully Distributed Load Management Algorithm for Smart Grid.
Proceedings of the Smart Grids - Clouds, Communications, Open Source, and Automation., 2014

2013
Fully Distributed Coordination of Multiple DFIGs in a Microgrid for Load Sharing.
IEEE Trans. Smart Grid, 2013

Optimal building energy management using intelligent optimization.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2012
Multiagent-Based Reinforcement Learning for Optimal Reactive Power Dispatch.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Modeling and detecting the stator winding fault of permanent magnet synchronous motors.
Simul. Model. Pract. Theory, 2012

2011
Novel Multiagent Based Load Restoration Algorithm for Microgrids.
IEEE Trans. Smart Grid, 2011

Real-time particle swarm optimization based current harmonic cancellation.
Eng. Appl. Artif. Intell., 2011

Real-time particle swarm optimization based parameter identification applied to permanent magnet synchronous machine.
Appl. Soft Comput., 2011

2009
Slow coherency and Angle Modulated Particle Swarm Optimization based islanding of large-scale power systems.
Adv. Eng. Informatics, 2009

Design, modeling, and position control of a single-phase reluctance machine.
Proceedings of the International Joint Conference on Neural Networks, 2009

Active power filter for three-phase current harmonic cancellation and reactive power compensation.
Proceedings of the American Control Conference, 2009

2008
Particle swarm optimization-based parameter identification applied to permanent magnet synchronous motors.
Eng. Appl. Artif. Intell., 2008

A Nonlinear Hierarchical Multiple Models Neural Network Decoupling Controller.
Proceedings of the Advances in Neural Networks, 2008

Neural network based controller design for three-phase PWM AC/DC voltage source converters.
Proceedings of the International Joint Conference on Neural Networks, 2008

Real time implementation of Particle Swarm Optimiation based model parameter identification and an application example.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Binary Particle Swarm Optimization Based Defensive Islanding Of Large Scale Power Systems.
Int. J. Comput. Sci. Appl., 2007

Slow Coherency and Angle Modulated Particle Swarm Optimization Based Islanding of Large Scale Power Systems.
Proceedings of the International Joint Conference on Neural Networks, 2007

Particle Swarm Optimization Based Parameter Identification Applied to PMSM.
Proceedings of the American Control Conference, 2007

Neural Network Based Decentralized Controls of Large Scale Power Systems.
Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007

Comparisons Of An Adaptive Neural Network Based Controller And An Optimized Conventional Power System Stabilizer.
Proceedings of the IEEE International Conference on Control Applications, 2007

2006
Agents and islands: managing a power system before, during, and after transition to the islanded state.
Proceedings of the 1st IEEE/SMC International Conference on System of Systems Engineering, 2006

Neural Network based Decentralized Excitation Control of Large Scale Power Systems.
Proceedings of the International Joint Conference on Neural Networks, 2006

Particle Swarm Optimization based Defensive Islanding of Large Scale Power System.
Proceedings of the International Joint Conference on Neural Networks, 2006

Application of Particle Swarm Optimization to PMSM Stator Fault Diagnosis.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
A neural network model and algorithm for the hybrid flow shop scheduling problem in a dynamic environment.
J. Intell. Manuf., 2005

2004
Decentralized neural network control of a class of large-scale systems with unknown interconnections.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003
Design of an adaptive neural network based power system stabilizer.
Neural Networks, 2003


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