Research on Data-Driven Performance Assessment and Fault Early Warning of Marine Diesel Engine

Research on Data-Driven Performance Assessment and Fault Early Warning of Marine Diesel Engine

To enable proactive prediction of marine diesel engine failure time and root causes, thereby reserving sufficient time for maintenance, this study proposes a data-driven multi-algorithm integration framework for performance assessment and fault early warning in marine diesel engines. By integrating...

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Bibliographic Details
Main Authors: Haiyan Wang, Zihan Wang, Biao Shi
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
performance assessment
data-driven
high-dimensional running condition partitioning
mutation detection
fault early warning
Online Access:https://www.mdpi.com/2076-3417/15/11/6299
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