Experimental Implementation of a TD3 Agent Based Speed Controller for Direct Torque Control of PMSM Drives

IF 1.3 4区计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IETE Journal of Research Pub Date : 2024-09-01 DOI:10.1080/03772063.2024.2395457

Aenugu Mastanaiah, Tejavathu Ramesh

引用次数: 0

Abstract

This manuscript presents a novel control approach for Permanent Magnet Synchronous Motors (PMSMs) by integrating the widely used Direct Torque Control (DTC) method with Deep Reinforcement Learning ...

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用于 PMSM 驱动器直接转矩控制的基于 TD3 代理的速度控制器的实验实现

本手稿通过将广泛使用的直接转矩控制（DTC）方法与深度强化学习（Deep Reinforcement Learning）相结合，提出了一种新型的永磁同步电机（PMSMs）控制方法。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

IETE Journal of Research 工程技术-电信学

CiteScore

3.30

自引率

6.70%

发文量

308

期刊介绍： IETE Journal of Research is a Bimonthly journal published by the Institution of Electronics and Telecommunication Engineers (IETE), India. It publishes scientific and technical papers describing original research work or novel product/process development. Occasionally special issues are brought out on new and emerging research areas. IETE Journal of Research is useful to researchers, engineers, scientists, teachers, managers and students who are interested in keeping a track of original research and development work being carried out in the broad area of electronics, telecommunications, computer science and engineering and information technology.

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