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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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Pubblicato in:Sensors (Basel)
Autori principali: Zhong, Jian-Hua, Wong, Pak Kin, Yang, Zhi-Xin
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI 2016
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4801562/
https://ncbi.nlm.nih.gov/pubmed/26848665
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s16020185
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