VMD-KFCM Algorithm for the Fault Diagnosis of Diesel Engine Vibration Signals

VMD-KFCM Algorithm for the Fault Diagnosis of Diesel Engine Vibration Signals

Accurate and timely fault diagnosis for the diesel engine is crucial to guarantee it works safely and reliably, and reduces the maintenance costs. A novel diagnosis method based on variational mode decomposition (VMD) and kernel-based fuzzy c-means clustering (KFCM) is proposed in this paper. Firstl...

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Bibliographic Details
Main Authors: Xiaobo Bi, Jiansheng Lin, Daijie Tang, Fengrong Bi, Xin Li, Xiao Yang, Teng Ma, Pengfei Shen
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Energies
Subjects:
diesel engine
fault diagnosis
variational mode decomposition
kernel-based fuzzy c-means clustering
empirical mode decomposition
Online Access:https://www.mdpi.com/1996-1073/13/1/228

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