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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Veröffentlicht in:	2023 IEEE International Conference on Image Processing and Computer Applications (ICIPCA) S. 32 - 37
1. Verfasser:	Liu, Yue
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 11.08.2023
Schlagworte:	Analytical models Backpropagation BP neural network Computational modeling equipment fault diagnosis error back propagation factor analysis Fault diagnosis Neural networks Training Vibrations
Online-Zugang:	Volltext
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