Improving the Accuracy of Jiles-Atherton Hysteresis Loop Cluster Simulations in Low Saturation Regions with Neural Networks

Author:

Shen Zeliang1ORCID,Li Jie2ORCID,Wang Jingang1ORCID

Affiliation:

1. State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, China

2. Honghe Power Supply Bureau of Yunnan Power Grid, Honghe Power Supply Bureau of Yunnan Power Grid, China

Publisher

ACM

Reference25 articles.

1. Low and high frequency model of three phase transformer by frequency response analysis measurement

2. A self-adaptive genetic algorithm to estimate JA model parameters considering minor loops

3. Xiao , W. , Li , J. , Wang , Y. , Li , J. and Jian , X . Parameter identification of composite JA hysteresis model based on Grey Wolf Optimization . IEEE , City , 2022 . Xiao, W., Li, J., Wang, Y., Li, J. and Jian, X. Parameter identification of composite JA hysteresis model based on Grey Wolf Optimization. IEEE, City, 2022.

4. Neural Network Modeling of Arbitrary Hysteresis Processes: Application to GO Ferromagnetic Steel

5. Deep neural networks for the efficient simulation of macro-scale hysteresis processes with generic excitation waveforms

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