研究论文
Thermal error prediction of ball screws based on PSO-LSTM
Xiangsheng Gao, Yueyang Guo, Dzonu Ambrose Hanson, Zhihao Liu, Min Wang, Tao Zan
Beijing University of Technology
来源The International Journal of Advanced Manufacturing Technology
年份2021
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3.43
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学术脉络
学科主题
工程Advanced Measurement and Metrology Techniques
Advanced machining processes and optimization · Iterative Learning Control Systems
参考文献 40
Comparative study of ANN and ANFIS prediction models for thermal error compensation on CNC machine tools
被引 28Ali Abdulshahed, Andrew P. Longstaff, Simon Fletcher · University of Huddersfield Repository (University of Huddersfield) · 2013
Investigation into effect of thermal expansion on thermally induced error of ball screw feed drive system of precision machine tools
被引 145Hu Shi, Chi Ma, Jun Yang · International Journal of Machine Tools and Manufacture · 2015
LSTM: A Search Space Odyssey
被引 7,030Klaus Greff, Rupesh K. Srivastava, Jan Koutník · IEEE Transactions on Neural Networks and Learning Systems · 2016
此处列出前 3 条
引用本文 61
Thermal error modeling and compensation based on Gaussian process regression for CNC machine tools
被引 121Xinyuan Wei, Honghan Ye, Enming Miao · Precision Engineering · 2022
A review of the application of machine learning techniques in thermal error compensation for CNC machine tools
被引 35Yu Wang, Yan Cao, Xiuye Qu · Measurement · 2024
A Review of Machine Learning-Based Thermal Error Modeling Methods for CNC Machine Tools
被引 34Sen Mu, Chun-Ping Yu, Kunlong Lin · Machines · 2025
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