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Volumn 14, Issue 2, 2008, Pages 295-299

Thermal error modeling and compensation of numerical control machine tools based on on-line least squares support vector machine

Author keywords

Compensation; Modeling; On line least squares support vector machine; Thermal error

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ERROR COMPENSATION; MACHINING; MILLING MACHINES; SUPPORT VECTOR MACHINES; TEMPERATURE SENSORS;

EID: 41649105939     PISSN: 10065911     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (17)

References (10)
  • 1
    • 3142599059 scopus 로고    scopus 로고
    • Research on identification of thermal dynamics characteristics parameter of precision machine based on singular value decomposition
    • in Chinese
    • FU Jianzhong, CHEN Ziehen. Research on identification of thermal dynamics characteristics parameter of precision machine based on singular value decomposition[J]. Journal of Zhejiang University: Engineering Science, 2004, 38(4): 474-476 (in Chinese).
    • (2004) Journal of Zhejiang University: Engineering Science , vol.38 , Issue.4 , pp. 474-476
    • Fu, J.1    Chen, Z.2
  • 2
    • 0042319120 scopus 로고    scopus 로고
    • Research on on-line modeling method of thermal error compensation model for CNC machines
    • in Chinese
    • YANG Jianguo, REN Yongqiang, ZHU Weibin, et al. Research on on-line modeling method of thermal error compensation model for CNC machines[J]. Chinese Journal of Mechanical Engineering, 2003, 39(3): 81-84 (in Chinese).
    • (2003) Chinese Journal of Mechanical Engineering , vol.39 , Issue.3 , pp. 81-84
    • Yang, J.1    Ren, Y.2    Zhu, W.3
  • 3
    • 0036413229 scopus 로고    scopus 로고
    • Thermal error measurement and real time compensation system for the CNC machine tools incorporating the spindle thermal error and the feed axis thermal error
    • PAHK H J, LEE S W. Thermal error measurement and real time compensation system for the CNC machine tools incorporating the spindle thermal error and the feed axis thermal error[J]. International Journal of Advanced Manufacture Technology, 2002, 20(7): 487-494.
    • (2002) International Journal of Advanced Manufacture Technology , vol.20 , Issue.7 , pp. 487-494
    • Pahk, H.J.1    Lee, S.W.2
  • 4
    • 41649083332 scopus 로고    scopus 로고
    • The research for spindle thermal error expeditious identification and compensation of NC lathe
    • Hangzhou: Zhejiang University, in Chinese
    • PAN Shuwei. The research for spindle thermal error expeditious identification and compensation of NC lathe[D]. Hangzhou: Zhejiang University, 2006 (in Chinese).
    • (2006)
    • Pan, S.1
  • 5
    • 4544286190 scopus 로고    scopus 로고
    • Research on modeling thermal dynamic errors of precision machine based on fuzzy logic and artificial neural network
    • in Chinese
    • FU Jianzhong, CHEN Zichen. Research on modeling thermal dynamic errors of precision machine based on fuzzy logic and artificial neural network[J]. Journal of Zhejiang University: Engineering Science, 2004, 38(6): 742-746 (in Chinese).
    • (2004) Journal of Zhejiang University: Engineering Science , vol.38 , Issue.6 , pp. 742-746
    • Fu, J.1    Chen, Z.2
  • 8
    • 0036825528 scopus 로고    scopus 로고
    • Weighted least squares support vector machines: Robustness and sparse approximation
    • SUYKENS J A K. Weighted least squares support vector machines: robustness and sparse approximation[J]. Neurocomputing, 2002, 48(1): 85-105.
    • (2002) Neurocomputing , vol.48 , Issue.1 , pp. 85-105
    • Suykens, J.A.K.1
  • 9
    • 33751409419 scopus 로고    scopus 로고
    • Sequential LS-SVM for structural systems identification
    • in Chinese
    • TANG Hesheng, XUE Songtao, CHEN Rong, et al. Sequential LS-SVM for structural systems identification[J]. Journal of Vibration Engineering, 2006, 19(3): 382-387 (in Chinese).
    • (2006) Journal of Vibration Engineering , vol.19 , Issue.3 , pp. 382-387
    • Tang, H.1    Xue, S.2    Chen, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.