Selection and modeling of temperature variables for the thermal error compensation on machine tools

Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University

Volumn 40, Issue 2, 2006, Pages 181-184

  Shen, Jin Hua ^a   Zhao, Hai Tao ^a   Zhang, Hong Tao ^a   Yang, Jian Guo ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Cluster analysis; CNC machine tool; Regression analysis; Thermal error modeling and compensation

Indexed keywords

COMPUTER CONTROL SYSTEMS; ERROR COMPENSATION; MATHEMATICAL MODELS; NUMERICAL CONTROL SYSTEMS; OPTIMIZATION; REGRESSION ANALYSIS; STATISTICAL METHODS; TEMPERATURE MEASUREMENT;

CLUSTER ANALYSIS; CNC MACHINE TOOL; COMPUTERISED NUMERICAL CONTROL (CNC); OPTIMIZED REGRESSION MODEL; THERMAL ERROR COMPENSATION; THERMAL ERROR MODELING;

MACHINE TOOLS;

EID: 33744750219     PISSN: 10062467     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

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3. DU Zheng-chun, YANG Jian-guo, DOU Xiao-long, et al. Thermal error modeling of CNC turning center using radial basis function neural network[J]. Journal of Shanghai Jiaotong University, 2003, 37(1): 26-29.
4. Lo C H, Yuan J X, Ni J. Optimal temperature variable selection by grouping approach for thermal error modeling and compensation[J]. International Journal of Machine Tools and Manufacture, 1999, 39(9): 1383-1396.
5. YANG Jian-guo, DENG Wei-guo, REN Yong-qiang, et al. Grouping optimization modeling by selection of temperature variables for the thermal error compensation on machine tools[J]. China Mechanical Engineering, 2003, 15(6): 478-480.