刘磊副教授
2019年09月10日 13:15

刘磊,博士,副教授,硕士生导师,2017年毕业于东北大学,获工学博士学位。2019年入选辽宁省兴辽英才计划青年拔尖人才2018年获中国自动化学会优秀博士学位论文2019年获中国百篇最具影响国际学术论文2020年获《IEEE/CAA Journal of AutomaticaSinica钱学森论文奖;获国际会议2018 DDCLS最佳论文提名奖;获国际会议2017 ICCSS的最佳学生论文奖;现为International Neural Network Society(国际神经网络学会)会员、Asia Pacific Neural Network Society(亚太神经网络学会)会员、中国自动化学会会员、中国人工智能学会、中国指挥与控制学会会员;国际会议2019 IEEE SSCI分会主席、国际会议2019 ISNN程序委员会委员;辽宁省百千万人才工程千人层次人选;2018年获东北大学优秀博士学位论文奖。先后主持国家自然科学基金青年基金项目1项,辽宁省教育厅重点项目1项,教育部中央高校基本科研业务费1项,国家重点实验室开放研究基金项目1项。发表SCI检索论文30余篇,其中在《Automatica》或IEEE Trans.汇刊上发表(含录用)论文16篇,高被引论文4篇。主要研究方向是神经网络控制、容错控制及其应用,部分成果获锦州市自然科学学术成果奖一等奖.

邮箱:liuleill@live.cn

 

代表性论文:

 

1. Lei Liu, TingtingGao, Yan-Jun Liu*, Shaocheng Tong, C. L. Philip Chen, and Lei Ma, "Time-varying IBLF based on adaptive control of uncertain nonlinear systems with full state constraints", Automatica, 129, Article 109595, 2021.

2. Lei Liu, Aiqing Chen, and Yan-Jun Liu*, "Adaptive fuzzy output feedback control for switched uncertain nonlinear systems with full state constraints", IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2021.3050510, 2020.

3. Lei Liu, Wei Zhao, Yan-Jun Liu*, Shaocheng Tong, and Yueying Wang, "Adaptive finite-time neural networks control of nonlinear systems with multiple objective constraints and application to electromechanical system", IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2020.3027689, 2020.

4. Lei Liu, Yan-Jun Liu*, and Shaocheng Tong, "Fuzzy based multierror constraint control for switched nonlinear systems and its applications", IEEE Transactions on Fuzzy Systems, 27(8), 1519-1531, 2019.

5. Lei Liu, Yan-Jun Liu*, and Shaocheng Tong. "Neural networks-based adaptive finite-time fault-tolerant control for a class of strict-feedback switched nonlinear systems," IEEE Transactions on Cybernetics, 49(7), 2536-2545, 2019. (中国百篇最具影响国际学术论文)

6. Lei Liu, Zhanshan Wang*, Xianshuang Yao, and Huaguang Zhang, "Echo state networks-based data-driven adaptive fault tolerant control with its application to electromechanical system", IEEE/ASME Transactions on Mechatronics, 23(3), 1372-1382, 2018.

7. Lei Liu, Zhanshan Wang*, and Huaguang Zhang, "Data-based adaptive fault estimation and fault tolerant control for MIMO model-free systems using generalized fuzzy hyperbolic model", IEEE Transactions on Fuzzy Systems, 26(6), 3191-3205, 2018.

8. Lei Liu, Zhanshan Wang*, and Huaguang Zhang, "Neural-network-based robust optimal tracking control for MIMO discrete-time systems with unknown uncertainty using adaptive critic design", IEEE Transactions on Neural Networks and Learning Systems, 29(4), 1239-1251, 2018.

9. Lei Liu, Zhanshan Wang*, and Huaguang Zhang, "Adaptive fault-tolerant tracking control for MIMO discrete-time systems via reinforcement learning algorithm with less learning parameters", IEEE Transactions on Automation Science and Engineering, 14(1), 299-313, 2017.

10. Lei Liu, Zhanshan Wang*, Zhanjun Huang, and Huaguang Zhang, "Adaptive predefined performance control for MIMO systems with unknown direction via generalized fuzzy hyperbolic model", IEEE Transactions on Fuzzy Systems, 25(3), 527-542, 2017.

 


 


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