Multiple faults diagnosis for ocean-going marine diesel engines based on different neural network algorithms

Fault diagnosis technologies for ocean-going marine diesel engines play an important role in the safety and reliability of ship navigation. Although many fault diagnosis technologies have achieved acceptable results for single fault of diesel engines, the diagnosis of multiple faults is rarely invol...

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Bibliographic Details
Published in:	Science progress (1916) Vol. 106; no. 4; p. 368504231212765
Main Authors:	Zhu, Guoqing, Huang, Lin, Yin, Jiapeng, Gai, Wen, Wei, Lijiang
Format:	Journal Article
Language:	English
Published:	London, England SAGE Publications 01.10.2023 Sage Publications Ltd
Subjects:	Accuracy Algorithms Back propagation Back propagation networks Bayesian analysis Diagnostic systems Diesel Diesel engines Engineering & Technology Engines Fault diagnosis Faults Internal combustion engines Marine engines Marine technology Neural networks Parametric analysis Regularization Marine diesel engine probabilistic neural network multiple faults Levenberg Marquardt back propagation neural network Bayesian regularization back propagation neural network diagnosis neural network
ISSN:	0036-8504, 2047-7163, 2047-7163
Online Access:	Get full text
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