A Precise Diagnosis Method of Structural Faults of Rotating Machinery based on Combination of Empirical Mode Decomposition, Sample Entropy, and Deep Belief Network

To precisely diagnose the rotating machinery structural faults, especially structural faults under low rotating speeds, a novel scheme based on combination of empirical mode decomposition (EMD), sample entropy, and deep belief network (DBN) is proposed in this paper. EMD can decompose a signal into...

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Detalles Bibliográficos
Autores principales: Guan, Zhaoyi, Liao, Zhiqiang, Li, Ke, Chen, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6387396/
https://www.ncbi.nlm.nih.gov/pubmed/30704129
http://dx.doi.org/10.3390/s19030591

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6387396/
https://www.ncbi.nlm.nih.gov/pubmed/30704129
http://dx.doi.org/10.3390/s19030591

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