专注于飞行器等柔性结构的动力学建模、智能规划与安全控制理论及应用研究，在IEEE Trans. 等航空航天及控制领域期刊及会议发表录用论文20余篇（CAA A+类、中科院一区/Top 等领域顶刊8 篇，顶级综述期刊1 篇），授权受理专利软著多项，主持香港理工大学纵向项目1 项，成果成功应用于某高速飞行器试验任务。研究团队长期招收博士、硕士和博士后，诚挚欢迎感兴趣的同学交流咨询。 代表性论文: [1] Xu, Yiwei, Xie, Jingjie*, Guo, Ge. “Enhancing transportation reliability: refined fault- tolerant control for fixed-wing AAVs under constraints and actuator imperfections.” IEEE Transactions on Intelligent Transportation Systems, 2025, 26(10): 17027-17040. [2] Xu, Yiwei, Xie, Jingjie*, Guo, Ge. “Hybrid Resilient and Fault-Tolerant Control of Wind Turbines via Actor–Critic Reinforcement Learning With Prescribed Performance.” IEEE Transactions on Automation Science and Engineering, 2026, 23: 9033-9046. [3] Jingjie Xie, Hongyang Dong, Xiaowei Zhao, Aris Karcanias. “Wind Farm Power Generation Control via Double-Network-Based Deep Reinforcement Learning.” IEEE Transactions on Industrial Informatics, 2022, 18(4): 2321-2330. [4] Jingjie Xie, Hongyang Dong, Xiaowei Zhao. “Power Regulation and Load Mitigation of Floating Wind Turbines via Reinforcement Learning.” IEEE Transactions on Automation Science and Engineering, 2024, 21(3): 4328-4339. [5] Jingjie Xie, Hongyang Dong, Xiaowei Zhao. “Wind Turbine Fault-Tolerant Control via Incremental Model-Based Reinforcement Learning.” IEEE Transactions on Automation Science and Engineering, 2025, 22: 1958-1969. |
