Intelligent Fault Diagnosis Method for Blade Damage of Quad-Rotor UAV Based on Stacked Pruning Sparse Denoising Autoencoder and Convolutional Neural Network

This paper introduces a new intelligent fault diagnosis method based on stack pruning sparse denoising autoencoder and convolutional neural network (sPSDAE-CNN). This method processes the original input data by using a stack denoising autoencoder. Different from the traditional autoencoder, stack pr...

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Detalhes bibliográficos

Principais autores:	Pu Yang, Chenwan Wen, Huilin Geng, Peng Liu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2021-12-01
coleção:	Machines
Assuntos:	intelligent fault diagnosis stacked pruning sparse denoising autoencoder convolutional neural network anti-noise
Acesso em linha:	https://www.mdpi.com/2075-1702/9/12/360
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