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 systemsfault diagnosisdelay systemstime-varying systemsfeedbackadaptive controlfunction approximationclosed loop systemsnonlinear strict-feedback systemsunknown time-varying delay systemadaptive accommodation control schemeunknown multiple time-delayed nonlinear faultsdetection thresholdtime-delay-independent fault detection schemeadaptive approximation designtime-delay-independent fault accommodation controladaptation techniquefunction approximatorsclosed-loop systemtracking errorDYNAMIC SURFACE CONTROLADAPTIVE-CONTROLNEURAL-NETWORKUNCERTAIN SYSTEMSTOLERANT CONTROLAPPROXIMATORSOPTIMIZATIONPERFORMANCE
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
9
2
페이지
293 ~ 299