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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...
Autores principales: | Usama, Muhammad, Lee, In-Young |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9658506/ https://www.ncbi.nlm.nih.gov/pubmed/36365940 http://dx.doi.org/10.3390/s22218240 |
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