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Temperature Prediction Method of Permanent Magnet Motor Based on GNN-LSTM and Lumped Parameter Thermal Network

Published Online: 2025-09-04

Published Print: 2026-01

Authors

Lv, Pin https://orcid.org/0000-0001-8971-1922
Shang, Zehua

Wang, Ning

Fu, Jinming

Zhang, Chenxi
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (52177037)

Basic Research Funds for Provincial University in Heilongjiang Province in 2024 (2024-KYYWF-1053)

Postdoctoral Research Launch Fund from Heilongjiang Province (2023BSH05)

High Quality Construction Project of Ideological and Political Education for Graduate Students in Heilongjiang Province (HLJYJSZLTSGC-KCSZAL-2024-028)
License Information

Text and Data Mining valid from 2025-09-04

Version of Record valid from 2025-09-04
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Article History

Received: 14 April 2025

Revised: 7 August 2025

Accepted: 25 August 2025

First Online: 4 September 2025

Declarations

:

: Pin Lv, Zehua Shang, Ning Wang, Jinming Fu and Chenxi Zhang declare that we have no competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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