Condition monitoring method for marine engine room equipment based on machine learning

Condition monitoring method for marine engine room equipment based on machine learning

ObjectivesIn order to realize the intelligent condition monitoring of marine engine room equipment, machine learning algorithms are introduced and a condition monitoring method based on manifold learning and an isolation forest is proposed.MethodsAs condition-monitoring data is multi-dimensional, th...

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Bibliographic Details
Main Authors: Ruihan WANG, Hui CHEN, Cong GUAN
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2021-02-01
Series:Zhongguo Jianchuan Yanjiu
Subjects:
marine diesel engine
fault monitoring
manifold learning
isolation forest
Online Access:http://www.ship-research.com/cn/article/doi/10.19693/j.issn.1673-3185.02150

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http://www.ship-research.com/cn/article/doi/10.19693/j.issn.1673-3185.02150

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