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Intelligent Monitoring System Based on Noise-Assisted Multivariate Empirical Mode Decomposition Feature Extraction and Neural Networks

Because of the nonlinearity and nonstationarity in the vibration signals of some rotating machinery, the analysis of these signals using conventional time- or frequency-domain methods has some drawbacks, and the results can be misleading. In this paper, a couple of features derived from multivariate...

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Detalles Bibliográficos
Autores principales: Zhao, Le Fa, Siahpour, Shahin, Haeri Yazdi, Mohammad Reza, Ayati, Moosa, Zhao, Tian Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9061033/
https://www.ncbi.nlm.nih.gov/pubmed/35510053
http://dx.doi.org/10.1155/2022/2698498