A survey of fault diagnosis and fault-tolerant techniques Part II: Fault diagnosis with knowledge-based and hybrid/active approaches

Zhiwei Gao, Carlo Cecati, Steven X. Ding

Research output: Contribution to journalArticlepeer-review

499 Citations (Scopus)

Abstract

This is the second-part paper of the survey on fault diagnosis and fault-tolerant techniques, where fault diagnosis methods and applications are overviewed, respectively, from the knowledge-based and hybrid/active viewpoints. With the aid of the first-part survey paper, the second-part review paper completes a whole overview on fault diagnosis techniques and their applications. Comments on the advantages and constraints of various diagnosis techniques, including model-based, signal-based, knowledge-based, and hybrid/active diagnosis techniques, are also given. An overlook on the future development of fault diagnosis is presented.
Original languageEnglish
Pages (from-to)3768 -3774
JournalIEEE Transactions on Industrial Electronics
Volume62
Issue number6
DOIs
Publication statusPublished - Jun 2015

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