Bayesian Networks in Fault Diagnosis: Practice and Application
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.Researc…
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Produktdetails
Weitere Autoren: Liu, Yonghong (Hrsg.) / Hu, Jinqiu (Hrsg.)
- ISBN: 978-981-3271-48-7
- EAN: 9789813271487
- Produktnummer: 28226904
- Verlag: World Scientific Pub Co Inc
- Sprache: Englisch
- Erscheinungsjahr: 2018
- Seitenangabe: 420 S.
- Masse: H23.5 cm x B15.7 cm x D2.6 cm 755 g
- Gewicht: 755
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