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Volumn 47, Issue 7, 2011, Pages 134-139

Modeling for machine tool thermal error based on grey model preprocessing neural network

Author keywords

Artificial neural network; Error compensation; Grey model; Machine tool; Thermal error

Indexed keywords

ARTIFICIAL NEURAL NETWORK; DATA SEQUENCES; DIGITAL TEMPERATURE SENSOR; DISPLACEMENT SENSOR; EXPERIMENTAL DATA; GREY MODEL; GREY MODELS; MACHINING PRECISION; NEW MODEL; NON-CONTACT; NOVEL METHODS; THERMAL ERROR; THERMAL ERROR COMPENSATION; THERMAL ERROR MODELING; TURNING MACHINES; WORKING CONDITIONS;

EID: 79956194631     PISSN: 05776686     EISSN: None     Source Type: Journal    
DOI: 10.3901/JME.2011.07.134     Document Type: Article
Times cited : (39)

References (10)
  • 2
    • 0042319120 scopus 로고    scopus 로고
    • Research on on-line modeling method of thermal error compensation model for CNC machines
    • 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.
    • (2003) Chinese Journal of Mechanical Engineering , vol.39 , Issue.3 , pp. 81-84
    • Yang, J.1    Ren, Y.2    Zhu, W.3
  • 3
    • 33646746216 scopus 로고    scopus 로고
    • Application of time series analysis to thermal error modeling on NC machine tools
    • LI Yongxiang, TONG Hengchao, CAO Hongtao, et al. Application of time series analysis to thermal error modeling on NC machine tools[J]. Journal of Sichuan University, 2006, 38(2): 74-78.
    • (2006) Journal of Sichuan University , vol.38 , Issue.2 , pp. 74-78
    • Li, Y.1    Tong, H.2    Cao, H.3
  • 4
    • 0030129593 scopus 로고    scopus 로고
    • The improvement of thermal error modeling and compensation on machine tools by CMAC neural network
    • YANG S, YUAN J, NI J. The improvement of thermal error modeling and compensation on machine tools by CMAC neural network[J]. International Journal of Machine Tools and Manufacture, 1996, 36(4): 527-537.
    • (1996) International Journal of Machine Tools and Manufacture , vol.36 , Issue.4 , pp. 527-537
    • Yang, S.1    Yuan, J.2    Ni, J.3
  • 5
    • 0034291462 scopus 로고    scopus 로고
    • Neural network thermal error compensation of a machining center
    • MIZE C D, ZIEGERT J C. Neural network thermal error compensation of a machining center[J]. Precision Engineering, 2000, 24(4): 338-346.
    • (2000) Precision Engineering , vol.24 , Issue.4 , pp. 338-346
    • Mize, C.D.1    Ziegert, J.C.2
  • 6
    • 12444282671 scopus 로고    scopus 로고
    • Dynamic neural network modeling for nonlinear, nonstationary machine tool thermally induced error
    • YANG Hong, NI Jun. Dynamic neural network modeling for nonlinear, nonstationary machine tool thermally induced error[J]. International Journal of Machine Tools and Manufacture, 2005, 45(4-5): 455-465.
    • (2005) International Journal of Machine Tools and Manufacture , vol.45 , Issue.4-5 , pp. 455-465
    • Yang, H.1    Ni, J.2
  • 7
    • 58849160053 scopus 로고    scopus 로고
    • Application of partial least squares neural network in thermal error modeling for CNC machine tool
    • SHEN Jinhua, YANG Jianguo. Application of partial least squares neural network in thermal error modeling for CNC machine tool[J]. Key Engineering Materials, 2009, 392: 30-34.
    • (2009) Key Engineering Materials , vol.392 , pp. 30-34
    • Shen, J.1    Yang, J.2
  • 8
    • 33846909261 scopus 로고    scopus 로고
    • The application of hybrid prediction model to thermal error modeling on NC machine tools
    • LI Yongxiang, YANG Jianguo, GUO Qianjian. The application of hybrid prediction model to thermal error modeling on NC machine tools[J]. Journal of Shanghai Jiaotong University, 2006, 40(012): 2030-2033.
    • (2006) Journal of Shanghai Jiaotong University , vol.40 , Issue.12 , pp. 2030-2033
    • Li, Y.1    Yang, J.2    Guo, Q.3
  • 9
    • 67649818138 scopus 로고    scopus 로고
    • Application of grey GM(X, N) model on CNC machine thermal error modeling
    • YAN Jiayu, YANG Jianguo. Application of grey GM(X, N) model on CNC machine thermal error modeling[J]. China Mechanical Engineering, 2009, 20(11): 1297-1300.
    • (2009) China Mechanical Engineering , vol.20 , Issue.11 , pp. 1297-1300
    • Yan, J.1    Yang, J.2
  • 10
    • 64249090864 scopus 로고    scopus 로고
    • Modeling of NC machine tool thermal error based on adaptive best-fitting WLS-SVM
    • LIN Weiqing, FU Jianzhong, CHEN Zichen, et al. Modeling of NC machine tool thermal error based on adaptive best-fitting WLS-SVM[J]. Chinese Journal of Mechanical Engineering, 2009, 45(3): 178-182.
    • (2009) Chinese Journal of Mechanical Engineering , vol.45 , Issue.3 , pp. 178-182
    • Lin, W.1    Fu, J.2    Chen, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.