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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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Detalles Bibliográficos
Autores principales: Zhong, Jian-Hua, Wong, Pak Kin, Yang, Zhi-Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4801562/
https://www.ncbi.nlm.nih.gov/pubmed/26848665
http://dx.doi.org/10.3390/s16020185