Fractional order sliding mode controller based on supervised machine learning techniques for speed control of PMSM

• Main Authors: Zahraoui, Younes, Fardila, M. Zaihidee, Kermadi, Mostefa, Mekhilef, Saad, Marizan, Mubin, Tang, Jing Rui, Ezrinda, Mohd Zahidee
• Format: Article
• Language: English
• Published: MDPI 2023
• Subjects: Q Science (General); QA Mathematics
• Online Access: http://umpir.ump.edu.my/id/eprint/37608/1/Fractional%20order%20sliding%20mode%20controller%20based%20on%20supervised%20machine%20learning%20techniques.pdf; http://umpir.ump.edu.my/id/eprint/37608/; https://doi.org/10.3390/math11061457; https://doi.org/10.3390/math11061457

Tracking the speed and current in permanent magnet synchronous motors (PMSMs) for industrial applications is challenging due to various external and internal disturbances such as parameter variations, unmodelled dynamics, and external load disturbances. Inaccurate tracking of speed and current resul...