Robust Constrained Predictive Fault-Tolerant Control With Generalized Input Parameterization and Event-Triggered Regulation: Design and Experimental Results

被引:15
作者
Han, Kezhen [1 ]
Feng, Jian [2 ]
Zhao, Qing [3 ]
Jiang, Ping [1 ]
Wang, Xiaohong [1 ]
机构
[1] Univ Jinan, Sch Elect Engn, Jinan 250022, Peoples R China
[2] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[3] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2R3, Canada
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Fault tolerant systems; Optimization; Robustness; Real-time systems; Predictive control; Fault tolerant control; Dual-mode predictive control; event-triggered regulation; fault estimator; input parameterization; predictive fault-tolerant control; INVARIANT-SETS; ACTUATOR; SYSTEMS; MPC;
D O I
10.1109/TIE.2020.3013521
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article proposes some new improvements to the traditional constrained predictive fault-tolerant control (FTC) method by enlarging the maximal fault-tolerant admissible region and reducing the online computational complexity. In general, the generalized parameterization of predictive input and event-triggered predictive regulation are integrated into a framework of fault compensation-based dual-mode tube predictive FTC. This predictive FTC scheme has three notable characteristics: 1) The dual-mode FTC consisting of fixed-mode fault compensation and freely predictive adjustments allows most of the calculations to be predetermined offline, while only a simple optimization problem requires to be solved online; 2) the fault-tolerant ability is enhanced by utilizing generalized parameterization of predictive inputs to enlarge the region of attraction of a faulty system; 3) the real-time computational effort of predictive FTC is further reduced by constructing an event-triggered condition to avoid unnecessary online predictive optimization. A case study of a practical synchronous dc-dc Buck converter is given to validate the effectiveness of the proposed predictive FTC method.
引用
收藏
页码:8615 / 8625
页数:11
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