Robust Adaptive Fault-Tolerant PID Control of MIMO Nonlinear Systems With Unknown Control Direction

被引:124
作者
Song, Yongduan [1 ,2 ]
Huang, Xiucai [1 ,2 ]
Wen, Changyun [3 ]
机构
[1] Chongqing Univ, Key Lab Dependable Serv Comp, Cyber Phys Soc, Minist Educ, Chongqing 400044, Peoples R China
[2] Chongqing Univ, Sch Automat, Chongqing 400044, Peoples R China
[3] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
基金
中国国家自然科学基金;
关键词
Fault-tolerant; PID; robust adaptive; self-tuning gains; unknown control direction; ACTUATOR FAILURE COMPENSATION; FUZZY CONTROL; DESIGN; PERFORMANCE; ROBOT;
D O I
10.1109/TIE.2017.2669891
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 paper shows that the structurally simple and computationally inexpensive PID control, popular with single-input single-output (SISO) linear time-invariant systems, can be generalized and extended to control nonlinear multi-input multi-output (MIMO) systems with nonparametric uncertainties and actuation failures. By utilizing the Nussbaum-type function and the matrix decomposition technique, nonsquare systems with unknown control direction are also considered. Furthermore, with the proposed analytic algorithms for adaptively tuning PID gains, the resultant PID control can be made robust, adaptive, and faulttolerant, and applicable to nonlinear systems with nonvanishing uncertainties and unexpected actuation faults. Both theoretical analysis and numerical simulation verify the effectiveness and benefits of the design.
引用
收藏
页码:4876 / 4884
页数:9
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