Adaptive fault tolerant control for a class of input and state constrained MIMO nonlinear systems

被引:197
|
作者
Jin, Xu [1 ]
机构
[1] Univ Toronto, Edward S Rogers Sr Dept Elect & Comp Engn, Toronto, ON M5S 1A1, Canada
关键词
fault tolerant control; Barrier Lyapunov Function; multi-input multi-output (MIMO) nonlinear system; input and state constraints; ONLINE APPROXIMATION CONTROL; SATURATION;
D O I
10.1002/rnc.3312
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we present a novel adaptive fault tolerant control (FTC) scheme for a class of control input and system state constrained multi-input multi-output (MIMO) nonlinear systems with both multiplicative and additive actuator faults. The input constraints can be asymmetric, and the state constraints can be time-varying. A novel tan-type time-varying Barrier Lyapunov Function (BLF) is proposed to deal with the state constraints, and an auxiliary system is designed to analyze the effect of the input constraints. We show that under the proposed adaptive FTC scheme, exponential convergence of the output tracking error into a small neighbourhood of zero is guaranteed, while the constraints on the system state will not be violated during operation. Estimation errors for actuator faults are bounded in the closed loop. An illustrative example on a two degree-of-freedom robotic manipulator is presented to demonstrate the effectiveness of the proposed FTC scheme. Copyright (C) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:286 / 302
页数:17
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