Fault detection and diagnostic method of diesel engine by combining rule-based algorithm and BNs/BPNNs

•A fault diagnostic method of diesel engines by combining rule-based algorithm and BNs/BPNNs is proposed.•Faults are roughly identified using rule-based algorithm and finely identified using BNs or BPNNs.•The method can identify faults of diesel engines with different rotation speeds when the traini...

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Bibliographic Details

Published in:	Journal of manufacturing systems Vol. 57; pp. 148 - 157
Main Authors:	Cai, Baoping, Sun, Xiutao, Wang, Jiaxing, Yang, Chao, Wang, Zhengda, Kong, Xiangdi, Liu, Zengkai, Liu, Yonghong
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.10.2020
Subjects:	Bayesian networks BP neural networks diesel engine fault diagnosis rule-based algorithm diesel engine fault diagnosis rule-based algorithm BP neural networks Bayesian networks
ISSN:	0278-6125, 1878-6642
Online Access:	Get full text
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