学习经历 2014.09 – 2019.6 北京航空航天大学 工学博士学位

多智能体容错编队控制，工业互联网安全

Yishi Liu, Zhang Ren, and Jonathan E. Cooper, “Integrated strategy for commercial aircraft fault-tolerant control” Journal of Guidance, Control, and Dynamics. Yishi Liu, Xiwang Dong, Zhang Ren, and Jonathan E. Cooper, “Fault-tolerant control for commercial aircraft with actuator faults and constraints” Journal of the Franklin Institute. Yishi Liu, Xiwang Dong, Qingdong Li, and Zhang Ren, “Gust load alleviation for a regional aircraft with actuator oscillatory” 14th IEEE International Conference on Control and Automation. Yishi Liu, Xiwang Dong, Qingdong Li, and Zhang Ren, “Integrated strategy for fault-tolerant flight control system design with rate saturating actuators” 15th IEEE International Conference on Control and Automation. Yishi Liu, Fei Liu, Xiwang Dong, Qingdong Li, and Zhang Ren, “Integrated Fault-Tolerant Flight Control System with Actuator Amplitude Saturation” 38th Chinese Control Conference.