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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Autors principals:	Muhammad Usama, In-Young Lee
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2022-10-01
Col·lecció:	Sensors
Matèries:	deep learning deep symbolic optimization closed-loop control data fitting expression symbolic regression metaheuristic algorithm
Accés en línia:	https://www.mdpi.com/1424-8220/22/21/8240
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