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Design of a Neural Network-Based Speed Controller for Permanent Magnet Synchronous Motor Drives

This M.Tech Electrical Engineering topic focuses on Design of a Neural Network-Based Speed Controller for Permanent Magnet Synchronous Motor Drives. It belongs to the PMSM Drives area within Electrical Machines & Drives.…

PMSM Drives

Abstract	This M.Tech Electrical Engineering topic focuses on Design of a Neural Network-Based Speed Controller for Permanent Magnet Synchronous Motor Drives. It belongs to the PMSM Drives area within Electrical Machines & Drives. The work is suitable for research topic selection, synopsis preparation, literature review, machine-drive modelling, MATLAB/Simulink or Python-based analysis, controller design, fault-diagnosis experiments, sensorless estimation studies, result analysis, and dissertation documentation. Students can use this 2023-onward research reference as the base paper and then customize the implementation using suitable motor parameters, inverter model, control strategy, signal-processing method, machine-learning model, and performance metrics.
Reference Paper	Design of a Neural Network-Based Speed Controller for Permanent Magnet Synchronous Motor Drives
Year	2024
Domain	Electrical Machines & Drives
Sub-Domain	PMSM Drives
PDF / Source Link	Open Paper / PDF
Get Help	Get Help on WhatsApp Message: Hi FE, I need help with "Design of a Neural Network-Based Speed Controller for Permanent Magnet Synchronous Motor Drives" in "Electrical Machines & Drives"

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