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An Improved MobileNet Network with Wavelet Energy and Global Average Pooling for Rotating Machinery Fault Diagnosis

In recent years, neural networks have shown good performance in terms of accuracy and efficiency. However, along with the continuous improvement in diagnostic accuracy, the number of parameters in the network is increasing and the models can often only be run in servers with high computing power. Em...

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Detalles Bibliográficos
Autores principales: Zhu, Fu, Liu, Chang, Yang, Jianwei, Wang, Sen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9228785/
https://www.ncbi.nlm.nih.gov/pubmed/35746209
http://dx.doi.org/10.3390/s22124427