Data-Driven Deep Reinforcement Learning Control: Application to New Energy Aircraft PMSM

As the power of the new energy aircraft, the performance of permanent magnet synchronous motor (PMSM) directly determines the reliability and stability of the flight state. The complex coupling characteristics (strong nonlinearity, time-varying parameters, multiple working modes) essentially exist i...

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Bibliographic Details

Published in:	Chinese Automation Congress (Online) pp. 7127 - 7132
Main Authors:	Li, Xin, Qi, Yiwen, Zhao, Tienan, Liu, Yuanqiang, Zhang, Lei, Xu, Hai, Yu, Wenke, Zhao, Xiujuan, Zhang, Chi
Format:	Conference Proceeding
Language:	English
Published:	IEEE 22.10.2021
Subjects:	Aircraft Atmospheric modeling Data driven control Data models DDPG New energy aircraft PMSM Reinforcement learning Steady-state Torque Velocity control
ISSN:	2688-0938
Online Access:	Get full text
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