Application of principal component algorithm in spindle thermal error modeling of CNC machine tools

Optics and Precision Engineering ◽

10.37188/ope.20212911.2649 ◽

2021 ◽

Vol 29 (11) ◽

pp. 2649-2660

Author(s):

Xin-yuan WEI ◽

◽

Yu-chen CHEN ◽

En-ming MIAO ◽

Xu-gang FENG ◽

...

Keyword(s):

Machine Tools ◽

Thermal Error ◽

Principal Component ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Thermal Error Modeling

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Key point selection in large-scale FBG temperature sensors for thermal error modeling of heavy-duty CNC machine tools

Frontiers of Mechanical Engineering ◽

10.1007/s11465-019-0543-0 ◽

2019 ◽

Vol 14 (4) ◽

pp. 442-451 ◽

Author(s):

Jianmin Hu ◽

Zude Zhou ◽

Quan Liu ◽

Ping Lou ◽

Junwei Yan ◽

...

Keyword(s):

Machine Tools ◽

Large Scale ◽

Thermal Error ◽

Temperature Sensors ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Point Selection ◽

Thermal Error Modeling

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Variable-weight Combination Prediction of Thermal Error Modeling on CNC Machine Tools

Journal of Computers ◽

10.4304/jcp.9.11.2616-2620 ◽

2014 ◽

Vol 9 (11) ◽

Author(s):

Zhiming Feng ◽

Guofu Yin

Keyword(s):

Machine Tools ◽

Thermal Error ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Thermal Error Modeling ◽

Variable Weight

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Thermal error modeling for CNC machine tools based on parallel locally weighted linear regression

2018 IEEE 3rd International Conference on Cloud Computing and Big Data Analysis (ICCCBDA) ◽

10.1109/icccbda.2018.8386593 ◽

2018 ◽

Author(s):

Xian Wei

Keyword(s):

Linear Regression ◽

Machine Tools ◽

Thermal Error ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Thermal Error Modeling ◽

Weighted Linear Regression

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Research on Thermal Error Modeling and Prediction of Heavy CNC Machine Tools

Journal of Mechanical Engineering ◽

10.3901/jme.2016.11.154 ◽

2016 ◽

Vol 52 (11) ◽

pp. 154 ◽

Author(s):

Fengchun LI

Keyword(s):

Machine Tools ◽

Thermal Error ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Thermal Error Modeling ◽

Modeling And Prediction

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Variable-weight Combination Prediction of Thermal Error Modeling on CNC Machine Tools

TELKOMNIKA Indonesian Journal of Electrical Engineering ◽

10.11591/telkomnika.v12i9.5180 ◽

2014 ◽

Vol 12 (9) ◽

Author(s):

Zhiming Feng ◽

Guofu Yin

Keyword(s):

Machine Tools ◽

Thermal Error ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Thermal Error Modeling ◽

Variable Weight

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A new thermal error modeling method for CNC machine tools

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-011-3796-2 ◽

2011 ◽

Vol 62 (1-4) ◽

pp. 205-212 ◽

Author(s):

Jian Han ◽

Liping Wang ◽

Haitong Wang ◽

Ningbo Cheng

Keyword(s):

Machine Tools ◽

Thermal Error ◽

Modeling Method ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Thermal Error Modeling

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Thermal error modeling method for ball screw feed system of CNC machine tools in x-axis

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-020-05047-w ◽

2020 ◽

Vol 106 (11-12) ◽

pp. 5383-5392

Author(s):

Zhen-jun Li ◽

Chun-yu Zhao ◽

Ze-chen Lu

Keyword(s):

Machine Tools ◽

Thermal Error ◽

Modeling Method ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Feed System ◽

Thermal Error Modeling ◽

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Selection of key temperature measuring points for thermal error modeling of CNC machine tools

Journal of Advanced Mechanical Design Systems and Manufacturing ◽

10.1299/jamdsm.2018jamdsm0131 ◽

2018 ◽

Vol 12 (7) ◽

pp. JAMDSM0131-JAMDSM0131 ◽

Author(s):

Quan LIU ◽

Yuting CHEN ◽

Ping LOU ◽

Junwei YAN ◽

Jiwei HU ◽

...

Keyword(s):

Machine Tools ◽

Thermal Error ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Thermal Error Modeling ◽

Temperature Measuring ◽

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Thermal error modeling and analysis of CNC machine tools based on wavelet neural network

2021 IEEE International Conference on Consumer Electronics and Computer Engineering (ICCECE) ◽

10.1109/iccece51280.2021.9342155 ◽

2021 ◽

Author(s):

Yushan Huang ◽

Yu Chen ◽

Zhenyu Hu

Keyword(s):

Neural Network ◽

Machine Tools ◽

Thermal Error ◽

Wavelet Neural Network ◽

Error Modeling ◽

Cnc Machine Tools ◽

Cnc Machine ◽

Modeling And Analysis ◽

Thermal Error Modeling

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Thermal Error Modeling Method with the Jamming of Temperature-Sensitive Points’ Volatility on CNC Machine Tools

Chinese Journal of Mechanical Engineering ◽

10.1007/s10033-017-0109-1 ◽

2017 ◽

Vol 30 (3) ◽

pp. 566-577 ◽

Author(s):

Enming MIAO ◽

Yi LIU ◽

Jianguo XU ◽

Hui LIU

Keyword(s):

Machine Tools ◽

Thermal Error ◽

Modeling Method ◽

Error Modeling ◽

Cnc Machine Tools ◽

Temperature Sensitive ◽

Cnc Machine ◽

Thermal Error Modeling

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