Implementation of Vector Hysteresis Model Utilizing Enhanced Neural Network Based on Collaborative Algorithm

Implementation of Vector Hysteresis Model Utilizing Enhanced Neural Network Based on Collaborative Algorithm

A hysteresis model, based on the enhanced neural network with parallel strategy, is put forward for the prediction of the accurate magnetic behavior of electrical steel sheets (ESSs). Aimed at overcoming the drawbacks such as low convergence rate and convenient to trap into local optimum in the conv...

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Bibliographic Details
Main Authors: Lianqiang Chi, Dianhai Zhang, Mengfan Jia, Ziyan Ren
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Back-propagation neural network
collaborative algorithm
design of experiment
parallel strategy
particle swarm optimization
vector hysteresis model
Online Access:https://ieeexplore.ieee.org/document/9000843/

Internet

https://ieeexplore.ieee.org/document/9000843/

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