Data-Driven Non-Linear Current Controller Based on Deep Symbolic Regression for SPMSM

This study designs a simple current controller employing deep symbolic regression (DSR) in a surface-mounted permanent magnet synchronous machine (SPMSM). A novel DSR-based optimal current control scheme is proposed, which after proper training and fitting, generates an analytical dynamic numerical...

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書目詳細資料

Principais autores:	Muhammad Usama, In-Young Lee
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2022-10-01
叢編:	Sensors
主題:	deep learning deep symbolic optimization closed-loop control data fitting expression symbolic regression metaheuristic algorithm
在線閱讀:	https://www.mdpi.com/1424-8220/22/21/8240
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