Intelligent fault diagnosis of marine diesel engine based on deep belief network

Intelligent fault diagnosis of marine diesel engine based on deep belief network

[Objectives] In order to improve the accuracy of intelligent fault diagnosis of marine diesel engine, the deep learning is introduced,and a method based on deep belief network(DBN)for intelligent fault diagnosis of marine diesel engine is proposed.[Methods] The multilayer restricted Boltzmann machin...

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Bibliographic Details
Main Authors: ZHONG Guoqiang, JIA Baozhu, XIAO Feng, WANG Huaiyu
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2020-06-01
Series:Zhongguo Jianchuan Yanjiu
Subjects:
marine diesel engine
fault analysis
deep belief network(dbn)
deep learning
Online Access:http://html.rhhz.net/ZGJCYJ/html/2020-3-136.htm

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http://html.rhhz.net/ZGJCYJ/html/2020-3-136.htm

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