Profile
孙霄阳,中共党员,工学博士,师资博士后,主要从事人工智能与机器学习算法及在建模、控制与优化中的应用和工程实践研究。在IEEE Trans. Control Syst. Technol.、Automatica、Journal of Process Control、IEEE Transactions on Industrial Electronics、《中国科学:信息科学》等公认的国际控制权威期刊发表论文5篇,IEEE TAC, Automatica等期刊审稿人。
代表性论文:
1. Sun Xiaoyang, Zhou P(博导)*. Event-triggered PDF shape control of non-Gaussian stochastic system[J]. Automatica, 2025, 173: 112101.
2. Sun Xiaoyang, Zhou P(博导)*, Ding J, et al. Enhanced MPC based on unknown state estimation and control compensation[J]. Journal of Process Control, 2023, 121: 60-72.
3. Zhou P(博导)*, Sun Xiaoyang, Chai T. Enhanced NMPC for stochastic dynamic systems driven by control error compensation with entropy optimization[J]. IEEE Transactions on Control Systems Technology, 2023, 31(5): 2217-2230.
4. Zhou P(博导)*, Sun Xiaoyang, Zhang L, et al. Enhanced predictive PDF control of stochastic distribution systems with neural network compensation and its application[J]. Journal of Process Control, 2024, 143: 103328.
5. 孙霄阳, 周平(博导)*. 基于未知状态估计与神经网络补偿的增强PID 控制方法[J]. Science in China Series F-Information Sciences (in Chinese), 2009, 39: 694.