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xLSTM⁃Based Excitation Current Prediction for Synchronous Machines Towards Electro⁃spindle Drives

CHE Zhongyuan PENG Chong ZHANG Rui WANG Chi

Transactions of Nanjing University of Aeronautics and Astronautics2026，Vol.43Issue(3)：P.443-462,20.

Transactions of Nanjing University of Aeronautics and Astronautics2026，Vol.43Issue(3)：P.443-462,20.DOI:10.16356/j.1005-1120.2026.03.009

xLSTM⁃Based Excitation Current Prediction for Synchronous Machines Towards Electro⁃spindle Drives

CHE Zhongyuan ¹PENG Chong ¹ZHANG Rui ²WANG Chi²

作者信息

1. School of Mechanical Engineering and Automation,Beihang University,Beijing 102206,P.R.China Jiangxi Research Institute,Beihang University,Nanchang 330096,P.R.China Jiangxi Province Key Laboratory of High-End CNC Machine Tools,Jiangxi Research Institute,Beihang University,Nanchang 330096,P.R.China
2. School of Mechanical Engineering and Automation,Beihang University,Beijing 102206,P.R.China
折叠

摘要

关键词

synchronous machine/excitation current modeling/data-driven method/extended long short-term memory(xLSTM)

分类

信息技术与安全科学

引用本文复制引用

CHE Zhongyuan,PENG Chong,ZHANG Rui,WANG Chi..xLSTM⁃Based Excitation Current Prediction for Synchronous Machines Towards Electro⁃spindle Drives[J].Transactions of Nanjing University of Aeronautics and Astronautics,2026,43(3):P.443-462,20.

基金项目

supported by the National Natural Science Foundation of China(Nos.52575557,52375140) （Nos.52575557,52375140）

the Jiangxi Key Laboratory of High-End CNC Machine Tools. （）

Transactions of Nanjing University of Aeronautics and Astronautics

ISSN：1005-1120

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