Simulated Centrifugal Fan Blade Fault Diagnosis Based on Modulational Depthwise Convolution–One-Dimensional Convolution Neural Network (MDC-1DCNN) Model

Existing intelligent fault diagnosis methods have been widely developed and proven to be effective in monitoring the operating status of key mechanical components. However, centrifugal fans, as important equipment in energy and manufacturing industries, have been used for a long time in complex and...

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Principais autores:	Zhaohui Ren, Yulin Liu, Tianzhuang Yu, Shihua Zhou, Yongchao Zhang, Zeyu Jiang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-04-01
coleção:	Machines
Assuntos:	convolution neural network fault diagnosis MDC-1DCNN model DWconv simulation analysis
Acesso em linha:	https://www.mdpi.com/2075-1702/13/5/356
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