Simultaneous-Fault Diagnosis of Gearboxes Using Probabilistic Committee Machine

This study combines signal de-noising, feature extraction, two pairwise-coupled relevance vector machines (PCRVMs) and particle swarm optimization (PSO) for parameter optimization to form an intelligent diagnostic framework for gearbox fault detection. Firstly, the noises of sensor signals are de-no...

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Bibliographic Details
Main Authors: Jian-Hua Zhong, Pak Kin Wong, Zhi-Xin Yang
Format: Article
Language:English
Published: MDPI AG 2016-02-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/16/2/185