Delay-independent fault detection and accommodation for non-linear strict-feedback systems with unknown time-varying delays

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초록

This study presents a time-delay-independent fault detection and adaptive accommodation control scheme for strict-feedback systems with unknown multiple time-delayed non-linear faults. The magnitude and occurrence time of the multiple faults with unknown time-varying delays are unknown. First, a detection threshold is derived to design a time-delay-independent fault detection scheme for the time-delay systems and the fault detectability is analysed. Second, an adaptive approximation design for a time-delay-independent fault accommodation control is addressed. The adaptation technique is applied to learn weights of function approximators and thus the multiple faults can be compensated after the detection of the first fault. It is shown that all signals of the closed-loop system are semi-globally uniformly ultimately bounded and the tracking error converges to an adjustable neighbourhood of the origin.

키워드

nonlinear control systems; fault diagnosis; delay systems; time-varying systems; feedback; adaptive control; function approximation; closed loop systems; nonlinear strict-feedback systems; unknown time-varying delay system; adaptive accommodation control scheme; unknown multiple time-delayed nonlinear faults; detection threshold; time-delay-independent fault detection scheme; adaptive approximation design; time-delay-independent fault accommodation control; adaptation technique; function approximators; closed-loop system; tracking error; DYNAMIC SURFACE CONTROL; ADAPTIVE-CONTROL; NEURAL-NETWORK; UNCERTAIN SYSTEMS; TOLERANT CONTROL; APPROXIMATORS; OPTIMIZATION; PERFORMANCE
제목
Delay-independent fault detection and accommodation for non-linear strict-feedback systems with unknown time-varying delays
저자
Yoo, Sung Jin
DOI
10.1049/iet-cta.2014.0442
발행일
2015-01
유형
Article
저널명
IET Control Theory and Applications
권
9
호
2
페이지
293 ~ 299