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,Yujie Gu, Lanhao Wang, Wei Dai, Ping Zhou. Neural Networks-Based Output PDF Shape Identification and Control of Singularly Perturbed Systems. IEEE Transactions on Automation Science and Engineering 22, 23810 - 23821.
   

2. Sun Xiaoyang, Zhou P, Chai T. Entropy Optimization Based Linear Compensation for Performance Enhancement of NMPC and Its Applications[J]. Journal of the Franklin Institute, 2025: 108046.

3. Sun Xiaoyang, Gu Y, Dai W. Koopman Operator Based Model Predictive Control of the Grinding Process[C]//2025 Joint International Conference on Automation-Intelligence-Safety (ICAIS) & International Symposium on Autonomous Systems (ISAS). IEEE, 2025: 1-6.
   

4. Sun Xiaoyang, Zhou P. Event-triggered PDF shape control of non-Gaussian stochastic system[J]. Automatica, 2025, 173: 112101.

5. Sun Xiaoyang, Zhou P, Ding J, et al. Enhanced MPC based on unknown state estimation and control compensation[J]. Journal of Process Control, 2023, 121: 60-72. 

6. 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.

7. 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.

8. 孙霄阳, 周平. 基于未知状态估计与神经网络补偿的增强PID 控制方法[J]. 中国科学信息科学, 2023, 39: 694.

Educational Experience

• 2019.9 to 2024.10

  东北大学 | 控制科学与工程 | Doctoral Degree in Engineering | With Certificate of Graduation for Doctorate Study

Work Experience

Social Affiliations

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