数据驱动控制理论与应用
Data Driven Control Theory
Data Driven Control Theory
Some Survey Papers on the Data Driven Control Theory
侯忠生, Jian-Xin Xu, 数据驱动控制理论及方法的回顾和展望, 自动化学报, 35(6), pp650-667, 2009
Jian-Xin Xu, 侯忠生, Notes on Data-driven System Approaches, 自动化学报, 35(6), pp668-675, 2009
Zhongsheng Hou and Zhuo Wang, From Model Based Control to Data Driven Control: Survey, Classification and Perspective, Information Sciences, 235(20), pp3-35, 2013
Zhongsheng Hou, Ronghu Chi and Huijun Gao, An Overview of Dynamic-Linearization-Based Data-driven Control and Applications, IEEE Transactions on Industrial Electrnoics, Accept as Regular Paper
Recent Works on the Unitied Framework of the Data Driven Control
Zhongsheng Hou and Yuanming Zhu, Controller-Dynamic-Linearization Based Model Free Adaptive Control for Discrete-Time Nonlinear Systems, IEEE Transactions on Industrial Informatics, 9(4), pp2301-2309, 2013. [Regular Paper]
Yuanming Zhu and Zhongsheng Hou, Data driven MFAC for a class of discrete time nonlinear systems with RBFNN, IEEE Transactions on Neural Networks and Learning Systems,25(5), pp1013-1020, 2014
Yuanming Zhu and Zhongsheng Hou, Controller Compact Form Dynamic Linearization Based Model Free Adaptive Control, The 51st IEEE Conference on Decision and Control,December 10-13, 2012, the Grand Wailea, Maui, Hawaii
Zhu and Hou, Controller dynamic linearisation-based model-free adaptive control framework for a class of non-linear system,IET CTA, 9 (7), pp1162-1172, 2015
Zhu, Hou, Qian and Du, Dual RBFNNs based Model-Free Adaptive Control with Aspen HYSYS Simulation, IEEE Transactions on Neural Networks and Learning Systems, 10.1109/TNNLS.2016.2522098
Some Works on the Data Driven Control under BIG DATA
Yongqiang Li, Zhongsheng Hou, Data-Driven Asymptotic Stabilization for Discrete-Time Nonlinear Systems, Systems & Control Letters, 64, 79-85, 2014
Yongqiang Li and Zhongsheng Hou, Data-Driven Optimal Stabilization for Discrete-Time Nonlinear Systems by Approximate Value Iteration, The 53rd IEEE Conference on Decision and Control, Los Angeles, California, USA, December 15-17, 2014
Yongqiang Li, Zhongsheng Hou, Yuanjing Feng and Ronghu Chi, Data-Driven Approximate Value Iteration with Analysis of Optimality Error Bound, Automatica, Accept as Brief Paper
编写:金尚泰