Novel SMA BASED Elmanspiking neural network modelled fuzzy PI controller for speed-torque regulation of PMSM

Abstract In the current industrial scenario, permanent magnet synchronous motors are widely employed for drive based applications and many other robotics and machine tool applications. With a simple structure and high torque-to-inertia ratio, PMSM are able to be operated even in medical industry and...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Lakshmipriya Natarajan, Mamdooh Alwetaishi, Chu Liang Lee, S. D. V. V. S. Bhimeshwar Reddy
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-08-01
Subjects:	PMSM SMA Fuzzy PI Controller ESNN
Online Access:	https://doi.org/10.1038/s41598-025-10837-x