메뉴 건너뛰기




Volumn 55, Issue 5-8, 2011, Pages 623-629

Application of projection pursuit regression to thermal error modeling of a CNC machine tool

Author keywords

Error compensation; NC machine tool; Project pursuit regression; Thermal error modeling

Indexed keywords

A-THERMAL; ACCURATE MODELING; CNC MACHINE TOOLS; CNC TURNING; COMPENSATION TECHNIQUES; COMPUTER NUMERICAL CONTROL; DAILY PRODUCTION; DIMENSIONAL ERRORS; NC MACHINE TOOLS; PRECISION MACHINING; PREDICTION ACCURACY; PROJECT PURSUIT REGRESSION; PROJECTION PURSUIT REGRESSION; THERMAL DRIFTS; THERMAL ERROR; THERMAL ERROR MODELING; TURNING CENTER; WORK PIECES;

EID: 79958801968     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-010-3114-4     Document Type: Article
Times cited : (37)

References (22)
  • 1
    • 0032092990 scopus 로고    scopus 로고
    • Temperature integration model and measurement point selection for thermally induced machine tool errors
    • PII S0957415897000597
    • DA Krulewich 1998 Temperature integration model and measurement point selection for thermally induced machine tool errors Mechatronics 8 395 412 10.1016/S0957-4158(97)00059-7 (Pubitemid 128394142)
    • (1998) Mechatronics , vol.8 , Issue.4 , pp. 395-412
    • Krulewich, D.A.1
  • 3
    • 0032093999 scopus 로고    scopus 로고
    • The real-time error compensation technique for CNC machining systems
    • PII S0957415897000627
    • J Yuan J Ni 1998 The real-time error compensation technique for CNC machining systems Mechatronics 8 359 380 10.1016/S0957-4158(97)00062-7 (Pubitemid 128394140)
    • (1998) Mechatronics , vol.8 , Issue.4 , pp. 359-380
    • Yuan, J.1    Ni, J.2
  • 4
    • 0037063958 scopus 로고    scopus 로고
    • An application of real-time error compensation on an NC twin-spindle lathe
    • 10.1016/S0924-0136(02)00618-0
    • JG Yang YQ Ren ZC Du 2002 An application of real-time error compensation on an NC twin-spindle lathe J Mater Process Technol 129 474 479 10.1016/S0924-0136(02)00618-0
    • (2002) J Mater Process Technol , vol.129 , pp. 474-479
    • Yang, J.G.1    Ren, Y.Q.2    Du, Z.C.3
  • 5
    • 33750931739 scopus 로고    scopus 로고
    • Modification of a neural network utilizing hybrid filters for the compensation of thermal deformation in machine tools
    • DOI 10.1016/j.ijmachtools.2006.03.007, PII S0890695506000848
    • Y Kang CW Chang 2007 Modification of a neural network utilizing hybrid filters for the compensation of thermal deformation in machine tools Int J Mach Tools Manuf 47 376 387 10.1016/j.ijmachtools.2006.03.007 (Pubitemid 44738465)
    • (2007) International Journal of Machine Tools and Manufacture , vol.47 , Issue.2 , pp. 376-387
    • Kang, Y.1    Chang, C.-W.2    Huang, Y.3    Hsu, C.-L.4    Nieh, I.-F.5
  • 6
    • 0036027385 scopus 로고    scopus 로고
    • Statistical optimization and assessment of a thermal error model for CNC machine tools
    • DOI 10.1016/S0890-6955(01)00110-9, PII S0890695501001109
    • JH Lee SH Yang 2002 Statistical optimization and assessment of a thermal error model for CNC machine tools Int J Mach Tools Manuf 42 147 155 1011.05054 10.1016/S0890-6955(01)00110-9 (Pubitemid 33018538)
    • (2002) International Journal of Machine Tools and Manufacture , vol.42 , Issue.1 , pp. 147-155
    • Lee, J.-H.1    Yang, S.-H.2
  • 7
    • 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
    • DOI 10.1007/s001700200182
    • H Pahk SW Lee 2002 Thermal error measurement and real-time compensation system for the CNC machine tools incorporating the spindle thermal error and the feed axis thermal error Int J Adv Manuf Technol 20 487 494 10.1007/ s001700200182 (Pubitemid 35289384)
    • (2002) International Journal of Advanced Manufacturing Technology , vol.20 , Issue.7 , pp. 487-494
    • Pahk, H.1    Lee, S.W.2
  • 8
    • 0033902507 scopus 로고    scopus 로고
    • Error compensation in machine tools - A review. Part II: Thermal errors
    • DOI 10.1016/S0890-6955(00)00010-9
    • R Ramesh MA Mannan AN Poo 2000 Error compensation in machine tools-a review: part II: thermal errors Int J Mach Tools Manuf 40 1257 1284 10.1016/S0890-6955(00)00010-9 (Pubitemid 30592197)
    • (2000) International Journal of Machine Tools and Manufacture , vol.40 , Issue.9 , pp. 1257-1284
    • Ramesh, R.1    Mannan, M.A.2    Poo, A.N.3
  • 9
    • 2442602550 scopus 로고    scopus 로고
    • Error analysis and compensation for the volumetric errors of a vertical machining center using a hemispherical helix ball bar test
    • 10.1007/s00170-003-1662-6
    • SH Yang KH Kim YK Park 2004 Error analysis and compensation for the volumetric errors of a vertical machining center using a hemispherical helix ball bar test Int J Adv Manuf Technol 23 495 500 10.1007/s00170-003-1662-6
    • (2004) Int J Adv Manuf Technol , vol.23 , pp. 495-500
    • Yang, S.H.1    Kim, K.H.2    Park, Y.K.3
  • 10
    • 0029356975 scopus 로고
    • An adaptive methodology for machine tool correction
    • 10.1115/1.2804345
    • J Mou CR Liu 1995 An adaptive methodology for machine tool correction J Eng Ind 117 389 399 10.1115/1.2804345
    • (1995) J Eng Ind , vol.117 , pp. 389-399
    • Mou, J.1    Liu, C.R.2
  • 11
    • 0141882897 scopus 로고    scopus 로고
    • Thermal analysis for the feed drive system of a CNC machine center
    • 10.1016/j.ijmachtools.2003.08.008
    • CH Wu YT Kung 2003 Thermal analysis for the feed drive system of a CNC machine center Int J Mach Tools Manuf 43 1521 1528 10.1016/j.ijmachtools.2003. 08.008
    • (2003) Int J Mach Tools Manuf , vol.43 , pp. 1521-1528
    • Wu, C.H.1    Kung, Y.T.2
  • 12
    • 7044272351 scopus 로고    scopus 로고
    • Adaptive model estimation of machine tool thermal errors based on recursive dynamice modeling strategy
    • 10.1016/j.ijmachtools.2004.06.023
    • H Yang J Ni 2005 Adaptive model estimation of machine tool thermal errors based on recursive dynamice modeling strategy Int J Mach Tools Manuf 45 1 11 10.1016/j.ijmachtools.2004.06.023
    • (2005) Int J Mach Tools Manuf , vol.45 , pp. 1-11
    • Yang, H.1    Ni, J.2
  • 13
    • 0030259131 scopus 로고    scopus 로고
    • Automated measurement and compensation of thermally induced error maps in machine tools
    • PII S0141635996000426
    • N Srinivasa JC Ziegert 1996 Automated measurement and compensation of thermally induced error maps in machine tools Precis Eng 19 112 132 10.1016/S0141-6359(96)00042-6 (Pubitemid 126394607)
    • (1996) Precision Engineering , vol.19 , Issue.2-3 , pp. 112-132
    • Srinivasa, N.1    Ziegert, J.C.2
  • 14
    • 0037352853 scopus 로고    scopus 로고
    • Thermal error measurement and modeling in machine tools. Part II. Hybrid Bayesian network-support vector machine tool
    • 10.1016/S0890-6955(02)00264-X
    • R Ramesh MA Mannan AN Poo 2003 Thermal error measurement and modeling in machine tools. Part II. Hybrid Bayesian network-support vector machine tool Int J Mach Tools Manuf 43 405 419 10.1016/S0890-6955(02)00264-X
    • (2003) Int J Mach Tools Manuf , vol.43 , pp. 405-419
    • Ramesh, R.1    Mannan, M.A.2    Poo, A.N.3
  • 15
    • 12444282671 scopus 로고    scopus 로고
    • Dynamic neural network modeling for nonlinear, nonstationary machine tool thermally induced error
    • DOI 10.1016/j.ijmachtools.2004.09.004, PII S0890695504002263
    • H Yang J Ni 2005 Dynamic neural network modeling for nonlinear, nonstationary machine tool thermally induced error Int J Mach Tools Manuf 45 455 465 10.1016/j.ijmachtools.2004.09.004 (Pubitemid 40142538)
    • (2005) International Journal of Machine Tools and Manufacture , vol.45 , Issue.4-5 , pp. 455-465
    • Yang, H.1    Ni, J.2
  • 16
    • 79953735968 scopus 로고    scopus 로고
    • Neural network-based modeling and error compensation of thermally induced spindle errors
    • 10.1007/BF01239617
    • JS Chen 1996 Neural network-based modeling and error compensation of thermally induced spindle errors Int J Adv Manuf Technol 12 303 308 10.1007/BF01239617
    • (1996) Int J Adv Manuf Technol , vol.12 , pp. 303-308
    • Chen, J.S.1
  • 17
    • 37149029980 scopus 로고    scopus 로고
    • Optimization of measuring points for machine tool thermal error based on grey system theory
    • 10.1007/s00170-006-0751-8
    • YX Li JG Yang T Gelvis 2006 Optimization of measuring points for machine tool thermal error based on grey system theory Int J Adv Manuf Technol 35 745 750 10.1007/s00170-006-0751-8
    • (2006) Int J Adv Manuf Technol , vol.35 , pp. 745-750
    • Li, Y.X.1    Yang, J.G.2    Gelvis, T.3
  • 19
    • 56749095425 scopus 로고    scopus 로고
    • Research on thermal error of the 3D-coordinate measuring machine based on finite element method
    • 10.1007/978-3-540-88518-4-47
    • SH Hao JZ Liu BY Song 2008 Research on thermal error of the 3D-coordinate measuring machine based on finite element method Lect Notes Comput Sci 5315 440 448 10.1007/978-3-540-88518-4-47
    • (2008) Lect Notes Comput Sci , vol.5315 , pp. 440-448
    • Hao, S.H.1    Liu, J.Z.2    Song, B.Y.3
  • 20
    • 42449110384 scopus 로고    scopus 로고
    • Hybrid virtual prototype for analyzing cable shovel component stress
    • DOI 10.1007/s00170-007-0985-0
    • Y Li S Frimpong 2008 Hybrid virtual prototype for analyzing cable shovel component stress Int J Adv Manuf Technol 37 423 430 10.1007/s00170-007-0985-0 (Pubitemid 351572844)
    • (2008) International Journal of Advanced Manufacturing Technology , vol.37 , Issue.5-6 , pp. 423-430
    • Li, Y.1    Frimpong, S.2
  • 21
    • 0842288946 scopus 로고    scopus 로고
    • Experimental implementation of complex path tracking control for large robotic hydraulic excavators
    • 10.1007/s00170-003-1636-8
    • MH Chiang CC Huang 2004 Experimental implementation of complex path tracking control for large robotic hydraulic excavators Int J Adv Manuf Technol 23 126 132 10.1007/s00170-003-1636-8
    • (2004) Int J Adv Manuf Technol , vol.23 , pp. 126-132
    • Chiang, M.H.1    Huang, C.C.2
  • 22
    • 39749112397 scopus 로고    scopus 로고
    • Automated text classification model based on projection pursuit regression
    • HB Liao ZY Wan MW Wang 2005 Automated text classification model based on projection pursuit regression J Tsinghua Univ Sci Tech S1 1823 1827
    • (2005) J Tsinghua Univ Sci Tech , vol.1 , pp. 1823-1827
    • Liao, H.B.1    Wan, Z.Y.2    Wang, M.W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.