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Temperature prediction model for a high-speed motorized spindle based on back-propagation neural network optimized by adaptive particle swarm optimization

Lei Chunli Zhao Mingqi Liu Kai Song Ruizhe Zhang Huqiang

东南大学学报：英文版2022，Vol.38Issue(3)：P.235-241,7.

东南大学学报：英文版2022，Vol.38Issue(3)：P.235-241,7.DOI:10.3969/j.issn.1003-7985.2022.03.004

Temperature prediction model for a high-speed motorized spindle based on back-propagation neural network optimized by adaptive particle swarm optimization

Lei Chunli ¹Zhao Mingqi ¹Liu Kai ¹Song Ruizhe ¹Zhang Huqiang¹

作者信息

1. School of Mechanical and Electrical Engineering,Lanzhou University of Technology,Lanzhou 730050,China
折叠

摘要

关键词

temperature prediction/high-speed motorized spindle/particle swarm optimization algorithm/back-propagation neural network/robustness

分类

机械制造

引用本文复制引用

Lei Chunli,Zhao Mingqi,Liu Kai,Song Ruizhe,Zhang Huqiang..Temperature prediction model for a high-speed motorized spindle based on back-propagation neural network optimized by adaptive particle swarm optimization[J].东南大学学报：英文版,2022,38(3):P.235-241,7.

基金项目

The National Natural Science Foundation of China(No.51465035) （No.51465035）

the Natural Science Foundation of Gansu,China(No.20JR5R-A466)。（No.20JR5R-A466）

东南大学学报：英文版

ISSN：1003-7985

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