H-/H memory fault detection filtering design for uncertain systems with finite frequency specifications

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

View graph of relations

Related Research Unit(s)

Detail(s)

Original languageEnglish
Pages (from-to)5381-5403
Number of pages23
Journal / PublicationInternational Journal of Robust and Nonlinear Control
Volume31
Issue number11
Online published10 May 2021
Publication statusPublished - 25 Jul 2021

Abstract

This article is concerned with the H-/H memory fault detection filtering design in finite frequency domain for discrete-time systems with polytopic uncertainties. Under the assumption that both disturbances and faults are restricted to finite frequency ranges, that is, the low, middle, or high frequency range, an admissible memory fault detection filter is developed by using historical information of the system. It is shown that the asymptotic stability with prescribed H-/H performance of the closed-loop filtering error system is guaranteed. It is also shown that by using historical system outputs along with parameter-dependent Lyapunov functions, the better performance of the resulting fault detection filter is obtained. With the aid of Projection lemma, sufficient conditions for the fault detection filtering design are established by solving an optimization problem in the form of a set of linear matrix inequalities (LMIs). Finally, three examples are presented to demonstrate the effectiveness and advantages of the proposed approach.

Research Area(s)

  • H-/H∞ filtering, fault detection, finite frequency domain, memory filtering, polytopic uncertainties