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BAYESIAN NETWORKS IN FAULT DIAGNOSIS: Practice and Application - Hardcover

Cai Baoping

 
9789813271487: BAYESIAN NETWORKS IN FAULT DIAGNOSIS: Practice and Application
Hardcover
ISBN 10: 9813271485 ISBN 13: 9789813271487
Verlag: World Scientific, 2018

Inhaltsangabe

Fault diagnosis is useful for technicians to detect, isolate, identify faults, and troubleshoot. Bayesian network (BN) is a probabilistic graphical model that effectively deals with various uncertainty problems. This model is increasingly utilized in fault diagnosis. This unique compendium presents bibliographical review on the use of BNs in fault diagnosis in the last decades with focus on engineering systems. Subsequently, eleven important issues in BN-based fault diagnosis methodology, such as BN structure modeling, BN parameter modeling, BN inference, fault identification, validation, and verification are discussed in various cases. Researchers, professionals, academics and graduate students will better understand the theory and application, and benefit those who are keen to develop real BN-based fault diagnosis system.

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Verlag
World Scientific
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
9813271485
ISBN 13 
9789813271487
Einband
Gebundene Ausgabe
Anzahl der Seiten
418
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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