Improvised FOC and Speed Estimation of PMSM using Reinforcement Learning and Neural Networks
Author:
Affiliation:
1. Sri Sai Ram Engineering College,Department of Mechanical Engineering,Chennai,India
2. Sri Sai Ram Engineering College,Department of EEE,Chennai,India
3. Easwari Engineering College,Department of CSE,Chennai,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10046661/10046421/10047821.pdf?arnumber=10047821
Reference21 articles.
1. A Novel Adaptive Neuro-Control Approach for Permanent Magnet Synchronous Motor Speed Control
2. A study on fuzzy controller and neuro-fuzzy controller for speed control of PMSM motor
3. Controller Design for Electrical Drives by Deep Reinforcement Learning: A Proof of Concept
4. Adaptive robust speed control based on recurrent elman neural network for sensorless PMSM servo drives
5. Hybrid Boost Converter for AC and DC Loads Using PV System;porselvi;Recent Advances in Energy Technologies Lecture Notes in Mechanical Engineering,2023
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1. Optimum Speed Control of Permanent Magnet Synchronous Motor using Artificial Neural Network-Based Field-Oriented Controller;2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT);2024-05-03
2. Design and Analysis of a Torque Controller for an IPMSM using Reinforcement Learning;2023 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific);2023-11-28
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