Output-Feedback Fault Detection and Accommodation of Uncertain Interconnected Systems With Time-Delayed Nonlinear Faults

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초록

This paper addresses a distributed fault detection and accommodation (DFDA) problem for uncertain nonlinear interconnected systems with faults in time-delayed nonlinearities. In contrast to existing DFDA works, we consider uncertain time-delayed interactions among subsystems and their faults, and additionally delays are assumed to be unknown. Under these conditions, a distributed memoryless local fault detection scheme consisting of a local detection estimator and its corresponding time-varying detection threshold is presented for each subsystem by using only output measurements. Then, a decentralized output-feedback control scheme for a local fault accommodation is designed based on this detection estimator and the adaptive approximation technique. The fault detectability and the stability of the proposed output-feedback DFDA scheme are thoroughly investigated in the Lyapunov sense. A simulation example is provided to illustrate the effectiveness of the proposed methodology.

키워드

Distributed fault detection and accommodation (DFDA)function approximation techniquememorylessoutput-feedbacktime-delayed nonlinear faultsLARGE-SCALE SYSTEMSADAPTIVE TRACKINGCONTROLLER-DESIGNNEURAL-NETWORKDIAGNOSISINPUT
제목
Output-Feedback Fault Detection and Accommodation of Uncertain Interconnected Systems With Time-Delayed Nonlinear Faults
저자
Yoo, Sung Jin
DOI
10.1109/TSMC.2016.2523900
발행일
2017-05
유형
Article
저널명
IEEE Transactions on Systems, Man, and Cybernetics: Systems
47
5
페이지
758 ~ 766