一、个人基本信息
张慧敏,女,工学博士,副教授,硕士生导师。长期从事数据驱动控制、智能学习控制、网络化控制等方面的研究工作。目前已发表高水平学术论文10余篇,参编英文专著1部,授权/申请发明专利6项,主持2项在研课题,现为多个期刊审稿人。
联系方式:202414187@sdtbu.edu.cn
二、研究方向
(1)数据驱动控制、智能学习控制研究
(2)多智能体系统协同控制研究
(3)网络化控制系统约束研究
三、科研项目
[1]山东省自然科学基金青年科学基金项目,2025.10-2028.9,主持
[2]横向课题,2026.5-2027.12,主持
四、代表性论文
[1]H. Zhang, R. Chi, et al. Data-driven Internal Model Learning Control for Nonlinear Systems. IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 1, pp. 718-728, 2025.(SCI一区TOP,IF:9.7)
[2]H. Zhang, R. Chi, et al. Compensatory Data-driven Networked Iterative Learning Control with Communication Constraints and DoS Attacks. IEEE Transactions on Automation Science and Engineering, vol. 22, pp. 10728-10740, 2025.(SCI二区TOP,IF:7.9)
[3]H. Zhang, R. Chi, et al. Data-driven Iterative Learning Control Using a Uniform Quantizer with an Encoding-decoding Mechanism. International Journal of Robust and Nonlinear Control, vol. 32, no. 7, pp. 4336-4354, 2022.(SCI三区,IF:3.1)
[4]H. Zhang, R. Chi, et al. Predictive Compensation based Quantization Iterative Learning Control for Nonlinear Nonaffine Discrete-time Systems. International Journal of Robust and Nonlinear Control, vol. 33, no. 7, pp. 4028-4055, 2023.(SCI三区,IF:3.1)
[5]H. Zhang, R. Chi, et al. Quantisation Compensated Data-driven Iterative Learning Control for Nonlinear Systems.International Journal of Systems Science,vol. 53, no. 2, pp. 275-290, 2022.(SCI三区,IF:4.3)
[6] R. Chi,H. Zhang, et al. Quantitative Data-driven Adaptive Iterative Learning Control: From Trajectory Tracking to Point-to-Point Tracking. IEEE Transactions on Cybernetics, vol. 52, no. 6, pp. 4859-4873, 2022.(SCI一区TOP,IF:11.3)
[7] R. Chi,H. Zhang, et al. Data-Driven Dynamic Internal Model Control. IEEE Transactions on Cybernetics, vol. 54, no. 9, pp. 5347-5359, 2024.(SCI一区TOP,IF:11.3)