Application of PSO Improved Algorithm in Motor Fault Diagnosis Simulation

Aiming at the shortcomings of the traditional fault diagnosis methods of electric motors, the author proposes a method based on the application of improved PSO algorithm in the simulation of motor fault diagnosis. The method optimizes the fault diagnosis method of BP neural network by adopting the a...

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Bibliographic Details

Published in:	Wireless communications and mobile computing Vol. 2022; no. 1
Main Author:	Shan, Yingjie
Format:	Journal Article
Language:	English
Published:	Oxford Hindawi 2022 John Wiley & Sons, Inc
Subjects:	Algorithms Back propagation networks Bearings Computer simulation Electric motors Fault diagnosis Feature extraction High temperature Magnetic fields Mutation Optimization Particle swarm optimization Signal processing Swarm intelligence
ISSN:	1530-8669, 1530-8677
Online Access:	Get full text
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