Neural Dynamics Model for Temperature Estimation of Permanent Magnet Synchronous Motor

Accurate temperature estimation of permanent magnet synchronous motors is the basis for ensuring safe operation and designing effective thermal management strategies. Model-based estimation methods exhibit superior real-time performance, but the intricate modeling process requires substantial expert...

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Bibliographic Details
Published in:	IEEE transactions on vehicular technology Vol. 74; no. 8; pp. 11993 - 12003
Main Authors:	Liao, Xinyuan, Chen, Shaowei, Long, Yunxiang, Zhao, Shuai
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.08.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Accuracy Artificial intelligence Computational modeling control-oriented modeling Effectiveness Estimation Microcontrollers Permanent magnets Real time stability constraints STM32 microcontroller System dynamics System thermal dynamics Temperature measurement Temperature sensors Thermal management Thermal stability Training Vehicle dynamics
ISSN:	0018-9545, 1939-9359
Online Access:	Get full text
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