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

Gao, Zhiwei, Cecati, Carlo and Ding, Steven X. (2015) A survey of fault diagnosis and fault-tolerant techniques Part II: Fault diagnosis with knowledge-based and hybrid/active approaches. IEEE Transactions on Industrial Electronics, 62 (6). 3768 -3774. ISSN 0278-0046

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Official URL: http://dx.doi.org/10.1109/TIE.2015.2419013

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.

Item Type: Article
Additional Information: Published online 1-4-2015
Uncontrolled Keywords: Active fault diagnosis, analytical redundancy, fault tolerance, hybrid fault diagnosis, knowledge-based fault diagnosis, real-time monitoring
Subjects: H600 Electronic and Electrical Engineering
Department: Faculties > Engineering and Environment > Mathematics, Physics and Electrical Engineering
Depositing User: Zhiwei Gao
Date Deposited: 15 May 2015 08:38
Last Modified: 24 Oct 2017 08:52
URI: http://nrl.northumbria.ac.uk/id/eprint/22478

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