Bayesian Networks in Fault Diagnosis

• Published in: IEEE transactions on industrial informatics Vol. 13; no. 5; pp. 2227 - 2240
• Main Authors: Cai, Baoping, Huang, Lei, Xie, Min
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.10.2017; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Analytical models; Bayesian analysis; Bayesian networks (BNs); Fault detection; Fault diagnosis; Inference algorithms; Learning systems; Maintenance; Mathematical model; Modelling; Probability

Fault diagnosis is useful in helping technicians detect, isolate, and 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 paper presents bibl...