刘琼｜华中科技大学｜学者主页

2026

Quantum Privacy-Preserving Multi-Agent Deep Reinforcement Learning for Local Volt/Var Control

Qiong Liu, Chang-Hong Zhao, Yu-Ji Cao, Tong-Xin Li, Yue Chen

IEEE Transactions on Smart Grid

DOI

2026

Asynchronous Ensemble Deep Reinforcement Learning for Inverter-Based Volt-Var Control in Partially Observable Distribution Networks

Qiong Liu, Ye Guo, Jianguo Zhou, Dong-Yu Li, Qiu-Wei Wu, Yue-Chun Chen

IEEE Transactions on Industrial Informatics

DOI

2026

Mixture-of-experts based multi-critic deep reinforcement learning for sustainable management of data center microgrids

Qiong Liu, Zhan-Hua Pan, Ye Guo, Yue Chen, Goran Strbac, D. Qiu

Applied Energy

DOI

2026

Degradation‐aware energy management for photovoltaic‐storage‐charging microgrids under extreme operating environments: A comprehensive review

Qiong Liu, Jun Wang, Jiaxu Duan, Yunhui Liu, Yue Chen

Energy Conversion and Economics

DOI

2025

Residual Deep Reinforcement Learning With Model-Based Optimization for Inverter-Based Volt-Var Control

Qiong Liu, Ye Guo, Li-Rong Deng, Haotian Liu, Dong-Yu Li, Hong-Bin Sun

IEEE Transactions on Sustainable Energy

DOI

2025

Electric Vehicles Management in Distribution Network: A Data-Efficient Bi-Level Safe Deep Reinforcement Learning Method

Hongrong Yang, Yinliang Xu, Hongbin Sun, Qing-Lai Guo, Qiong Liu

IEEE Transactions on Power Systems

DOI

2024

A novel multi-source domain transfer learning method for remaining useful life prediction using multi-scale attention-based temporal convolutional network

Qiang Zhang, Jun Liu, Qiong Liu

International Conference on Mechatronics and Machine Vision in Practice (M2VIP)

DOI

2024

Data-driven Bad Data Detection and Identification in Power System State Estimation Considering Partitioning

Ying-Ying Yuan, Ye Guo, Yifei Xu, Qiong Liu, Qiu-Wei Wu, Hong-Bin Sun

2024 IEEE 8th Conference on Energy Internet and Energy System Integration (EI2)

DOI

2024

Self-Residual Deep Reinforcement Learning for Volt-Var Control in Active Distribution Networks

Yanping Liu, Qiong Liu, Minghui Chen, Long-Bo Luo, Ye Guo, Kang Wang

2024 6th International Conference on Energy Systems and Electrical Power (ICESEP)

DOI

2024

Two-Critic Deep Reinforcement Learning for Inverter-Based Volt-Var Control in Active Distribution Networks

Qiong Liu, Ye Guo, Li-Rong Deng, Haotian Liu, Dong-Yu Li, Hongbin Sun, Wen-Qi Huang

IEEE Transactions on Sustainable Energy

DOI

2023

Inter-cell scheduling based on a transportation vehicle sharing strategy

Qiong Liu, Qin Ye, Xu Mei, Qiang Zhang

European J of Industrial Engineering

DOI

2022

Knowledge Assisted Deep Reinforcement Learning for Electric Vehicle Charging Control

Z. Rui, Ye Guo, Qiong Liu, Hongbin Sun, Qiu-Wei Wu, Li Xiao

2022 IEEE 6th Conference on Energy Internet and Energy System Integration (EI2)

DOI

2021

Adaptive feedforward RBF neural network control with the deterministic persistence of excitation

Qiong Liu, Dong-Yu Li, S. Ge, Ye Guo

Neural computing & applications (Print)

DOI

2021

Adaptive Feedforward Neural Network Control With an Optimized Hidden Node Distribution

Qiong Liu, Dong-Yu Li, S. Ge, Zhong Ouyang

IEEE Transactions on Artificial Intelligence

DOI

2021

Adaptive bias RBF neural network control for a robotic manipulator

Qiong Liu, Dong-Yu Li, S. Ge, Rui-Hang Ji, Zhong Ouyang, Peng Keng

Neurocomputing

DOI

2021

Robust Offline Deep Reinforcement Learning for Volt-Var Control in Active Distribution Networks

Qiong Liu, Ye Guo, Li-Rong Deng, Wenjun Tang, Hong-Bin Sun, Wen-Qi Huang

2021 IEEE 5th Conference on Energy Internet and Energy System Integration (EI2)

DOI

2020

基于改进精英策略的PCA-NSGAⅡ的高维目标调度优化

刘琼，熊书平，湛梦梦

《计算机集成制造系统》

DOI

2020

Tool Wear Status Recognition and Prediction Model of Milling Cutter Based on Deep Learning

Yang Xie, Chaoyong Zhang, Qiong Liu

IEEE Access

DOI

2020

Inter-Cell Scheduling Optimization With Limited Transportation Capacities for Optimization of Vehicle Numbers

Qiong Liu, Ye Qin, Xu Mei

Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability

DOI

2020

Enhanced PID: Adaptive Feedforward RBF Neural Network Control of Robot manipulators with an Optimal Distribution of Hidden Nodes

Qiong Liu, Dong-Yu Li, S. Ge, Zhong Ouyang, Wei He

arXiv.org

2020

A Simpler Adaptive Neural Network Tracking Control of Robot Manipulators by Output Feedback

Qiong Liu, S. Ge, Yan Li, Ming-Ye Yang, Hao Xu, Peng Keng

2020 6th International Conference on Control, Automation and Robotics (ICCAR)

DOI

2020

Adaptive Neural Network Control of an Airborne Robotic Manipulator System

Hao Xu, S. Ge, Qiong Liu, Wanyue Jiang, Rui-Hang Ji

2020 2nd International Conference on Industrial Artificial Intelligence (IAI)

DOI

2019

基于改进小世界遗传算法的网络环境下跨单元调度

邹萌邦，刘琼，尹勇

《计算机集成制造系统》

DOI

2019

Scheduling of Cellular Manufacturing With Flexible Routes Intercell Moves for Carbon Reduction in a Network Environment

Jialiang Liu, Qiong Liu, Chenxin Xu, Zhaorui Dong, Mengbang Zou

DOI

2018

Optimization of Machining Process Planning for Carbon Reduction

Zhaorui Dong, Qiong Liu, Qin Li

DOI

2017

基于遗传算法的车间设施布局优化及仿真研究

廖源泉，刘琼，陈俊明

《机械研究与应用》

2017

A hybrid fruit fly algorithm for solving flexible job-shop scheduling to reduce manufacturing carbon footprint

Qiong Liu, Mengmeng Zhan, Freddy O. Chekem, Xinyu Shao, Baosheng Ying, John W. Sutherland

Journal of Cleaner Production

DOI

2017

Flexible Job-Shop Scheduling for Reduced Manufacturing Carbon Footprint

Qiong Liu, Youquan Tian, Chao Wang, Freddy O. Chekem, John W. Sutherland

Journal of Manufacturing Science and Engineering

DOI

2014

不同再调度周期下的柔性作业车间动态调度

汪双喜，张超勇，刘琼，饶运清，尹勇

《计算机集成制造系统》

2014

基于多目标猫群算法的混流装配线排序问题

刘琼，范正伟，张超勇，刘炜琪，许金辉

《计算机集成制造系统》

DOI

2014

基于改进蛙跳算法的鲁棒性车间布局

刘琼，许金辉，张超勇

《计算机集成制造系统》

2013

需求可拆分的多周期订货—运输集成优化算法

刘琼，许金辉，张超勇，李俊

《计算机集成制造系统》

DOI

2013

Hybrid discrete particle swarm optimization for multi-objective flexible job-shop scheduling problem

Xinyu Shao, Weiqi Liu, Qiong Liu, Chaoyong Zhang

The International Journal of Advanced Manufacturing Technology

DOI

2012

基于关键链多项目鲁棒调度

刘琼，林魁，张超勇，朱海平

《计算机集成制造系统》

2011

考虑资源传递时间的多项目调度问题

宗砚，刘琼，张超勇，朱海平

《计算机集成制造系统》

2011

基于改进分散搜索的混流装配线排序问题

刘琼，王文玺，张超勇，朱海平

《计算机集成制造系统》

2009

考虑加工成本和时间的柔性作业车间调度问题研究

张超勇，刘琼，邱浩波，邵新宇

《机械科学与技术》

2009

第三方物流联盟中物流任务的优化调度

刘琼，李婷婷，张超勇

《工业工程与管理》

2009

改进遗传算法解决柔性作业车间调度问题

刘琼，张超勇，饶运清，邵新宇

《工业工程与管理》

2008

第四方逆向物流资源优化配置问题研究

刘琼，张超勇，叶晶晶，邵新宇

《工业工程与管理》

2008

Reverse logistics alliance and its consolidation algorithm

Qiong Liu, Chaoyong Zhang

World Congress on Intelligent Control and Automation

DOI

2008

Modes of fourth party logistics based on eco-non-profit organization and its relationship with logistics alliances

Qiong Liu, Xinyu Shao, Haiping Zhu, Chaoyong Zhang

World Congress on Intelligent Control and Automation

DOI

2007

基于遗传算法的弹药仓库布局优化研究

艾云平，刘琼，吴新明，段路遥

《包装工程》

2007

基于SOA的第四方物流服务平台研究

刘琼，崔首领，叶晶晶

《机械设计与制造》

2007

面向装配序列规划的装配成本评价研究

刘琼，徐翱，邱浩波，高亮

《机械设计与制造》

2005

面向ASP应用的多目标物流配送路径算法研究

甘天圣，刘琼，邱浩波

《机械设计与制造工程》

2003

Design and implementation of a process-oriented intelligent collaborative product design system

Yuliang Li, Xinyu Shao, Peigen Li, Qiong Liu

Computers in Industry

DOI

精选作品

期刊论文

Quantum Privacy-Preserving Multi-Agent Deep Reinforcement Learning for Local Volt/Var Control

Asynchronous Ensemble Deep Reinforcement Learning for Inverter-Based Volt-Var Control in Partially Observable Distribution Networks

Mixture-of-experts based multi-critic deep reinforcement learning for sustainable management of data center microgrids

Degradation‐aware energy management for photovoltaic‐storage‐charging microgrids under extreme operating environments: A comprehensive review

Residual Deep Reinforcement Learning With Model-Based Optimization for Inverter-Based Volt-Var Control

Electric Vehicles Management in Distribution Network: A Data-Efficient Bi-Level Safe Deep Reinforcement Learning Method

A novel multi-source domain transfer learning method for remaining useful life prediction using multi-scale attention-based temporal convolutional network

Data-driven Bad Data Detection and Identification in Power System State Estimation Considering Partitioning

Self-Residual Deep Reinforcement Learning for Volt-Var Control in Active Distribution Networks

Two-Critic Deep Reinforcement Learning for Inverter-Based Volt-Var Control in Active Distribution Networks

Inter-cell scheduling based on a transportation vehicle sharing strategy

Knowledge Assisted Deep Reinforcement Learning for Electric Vehicle Charging Control

Adaptive feedforward RBF neural network control with the deterministic persistence of excitation

Adaptive Feedforward Neural Network Control With an Optimized Hidden Node Distribution

Adaptive bias RBF neural network control for a robotic manipulator

Robust Offline Deep Reinforcement Learning for Volt-Var Control in Active Distribution Networks

基于改进精英策略的PCA-NSGAⅡ的高维目标调度优化

Tool Wear Status Recognition and Prediction Model of Milling Cutter Based on Deep Learning

Inter-Cell Scheduling Optimization With Limited Transportation Capacities for Optimization of Vehicle Numbers

Enhanced PID: Adaptive Feedforward RBF Neural Network Control of Robot manipulators with an Optimal Distribution of Hidden Nodes

A Simpler Adaptive Neural Network Tracking Control of Robot Manipulators by Output Feedback

Adaptive Neural Network Control of an Airborne Robotic Manipulator System

基于改进小世界遗传算法的网络环境下跨单元调度

Scheduling of Cellular Manufacturing With Flexible Routes Intercell Moves for Carbon Reduction in a Network Environment

Optimization of Machining Process Planning for Carbon Reduction

基于遗传算法的车间设施布局优化及仿真研究

A hybrid fruit fly algorithm for solving flexible job-shop scheduling to reduce manufacturing carbon footprint

Flexible Job-Shop Scheduling for Reduced Manufacturing Carbon Footprint

不同再调度周期下的柔性作业车间动态调度

基于多目标猫群算法的混流装配线排序问题

基于改进蛙跳算法的鲁棒性车间布局

需求可拆分的多周期订货—运输集成优化算法

Hybrid discrete particle swarm optimization for multi-objective flexible job-shop scheduling problem

基于关键链多项目鲁棒调度

考虑资源传递时间的多项目调度问题

基于改进分散搜索的混流装配线排序问题

考虑加工成本和时间的柔性作业车间调度问题研究

第三方物流联盟中物流任务的优化调度

改进遗传算法解决柔性作业车间调度问题

第四方逆向物流资源优化配置问题研究

Reverse logistics alliance and its consolidation algorithm

Modes of fourth party logistics based on eco-non-profit organization and its relationship with logistics alliances

基于遗传算法的弹药仓库布局优化研究

基于SOA的第四方物流服务平台研究

面向装配序列规划的装配成本评价研究

面向ASP应用的多目标物流配送路径算法研究

Design and implementation of a process-oriented intelligent collaborative product design system

预印本

Learning When and What to Schedule: A Multi-Agent Reinforcement Learning Framework for Flexible Job Shop Scheduling

研究方向