Application of Factor Analysis Optimization Error Back Propagation Algorithm FA-BP Neural Network Equipment Fault Diagnosis Model

To enhance the precision of equipment fault diagnosis, a novel device fault diagnosis method based on factor analysis (FA) and an improved error back propagation (BP) algorithm has been proposed. An FA-BP neural network diagnosis model has been developed to enable intelligent diagnosis of equipment...

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Vydané v:	2023 IEEE International Conference on Image Processing and Computer Applications (ICIPCA) s. 32 - 37
Hlavný autor:	Liu, Yue
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 11.08.2023
Predmet:	Analytical models Backpropagation BP neural network Computational modeling equipment fault diagnosis error back propagation factor analysis Fault diagnosis Neural networks Training Vibrations
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