Fault diagnosis of ship diesel power distribution system based on WOA-RF algorithm

Fault diagnosis of ship diesel power distribution system based on WOA-RF algorithm

ObjectiveThe marine diesel generator (DG) power distribution system is crucial for ship navigation. However, due to the harsh marine environment, frequent failures occur. Therefore, a fault diagnosis method based on whale optimization algorithm-optimized random forest (WOA-RF) is proposed for the ma...

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Bibliographic Details
Main Authors: Weibo LI, Feng GAO, Peng XIAO, Kangzheng HUANG, Daojie RUAN, Junzhuo GAO
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2025-04-01
Series:Zhongguo Jianchuan Yanjiu
Subjects:
marine diesel power distribution system
failure analysis
fault diagnosis
whale optimization algorithm (woa)
random forest (rf)
simulink model
feature extraction
Online Access:http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.04193
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