Blade Rub-Impact Fault Identification Using Autoencoder-Based Nonlinear Function Approximation and a Deep Neural Network

A blade rub-impact fault is one of the complex and frequently appearing faults in turbines. Due to their nonlinear and nonstationary nature, complex signal analysis techniques, which are expensive in terms of computation time, are required to extract valuable fault information from the vibration sig...

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Detalles Bibliográficos
Autores principales: Prosvirin, Alexander E., Piltan, Farzin, Kim, Jong-Myon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662213/
https://www.ncbi.nlm.nih.gov/pubmed/33153120
http://dx.doi.org/10.3390/s20216265

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662213/
https://www.ncbi.nlm.nih.gov/pubmed/33153120
http://dx.doi.org/10.3390/s20216265

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