메뉴 건너뛰기




Volumn 17, Issue , 2014, Pages 698-703

Applying neural network based on fuzzy cluster pre-processing to thermal error modeling for coordinate boring machine

Author keywords

Coordinate Boring Machine; Fuzzy Cluster Analysis; Neural Network; Thermal Error Modeling

Indexed keywords

BORING MACHINES (MACHINE TOOLS); CLUSTER ANALYSIS; DEEP NEURAL NETWORKS; ERROR COMPENSATION; ERRORS; FUZZY CLUSTERING; FUZZY INFERENCE; MACHINE TOOLS; MANUFACTURE; NEURAL NETWORKS; CLUSTERING ALGORITHMS; MEASUREMENT ERRORS;

EID: 84904458834     PISSN: None     EISSN: 22128271     Source Type: Conference Proceeding    
DOI: 10.1016/j.procir.2014.01.080     Document Type: Conference Paper
Times cited : (40)

References (18)
  • 1
    • 0000532273 scopus 로고
    • International status of thermal error research
    • Bryan J. International status of thermal error research. Annals of CIRP 1968; 16/1: 203-215.
    • (1968) Annals of CIRP , vol.16 , Issue.1 , pp. 203-215
    • Bryan, J.1
  • 3
    • 0031139804 scopus 로고    scopus 로고
    • A method of using neural networks and inverse kinematics for machine tool error estimation and correction
    • Mou J. A method of using neural networks and inverse kinematics for machine tool error estimation and correction. ASME Trans Journal of Manufacturing Science and Engineering 1997; 119:247-254.
    • (1997) ASME Trans Journal of Manufacturing Science and Engineering , vol.119 , pp. 247-254
    • Mou, J.1
  • 4
    • 34250197234 scopus 로고    scopus 로고
    • A Novel Cooling System to reduce thermally-induced errors of machine tools
    • Donmez M.A, Hahn M.H, Soons J.A. A Novel Cooling System to reduce thermally-induced errors of machine tools, Annals of CIRP 2007; 56/1: 521-524.
    • (2007) Annals of CIRP , vol.56 , Issue.1 , pp. 521-524
    • Donmez, M.A.1    Hahn, M.H.2    Soons, J.A.3
  • 5
    • 79251517390 scopus 로고    scopus 로고
    • A thermal model of a ball screw drives system for a machine tool
    • Min X, Jiang S. A thermal model of a ball screw drives system for a machine tool. Journal of Mechanical Engineering Science 2011; 1: 186-225.
    • (2011) Journal of Mechanical Engineering Science , vol.1 , pp. 186-225
    • Min, X.1    Jiang, S.2
  • 8
  • 9
    • 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. 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
  • 10
    • 0031078647 scopus 로고    scopus 로고
    • Fast calibration and modeling of thermally-induced machine tool errors in real machining
    • Chen J S. Fast calibration and modeling of thermally-induced machine tool errors in real machining. International Journal of Machine Tools and Manufacture 1997; 35/2: 159-169.
    • (1997) International Journal of Machine Tools and Manufacture , vol.35 , Issue.2 , pp. 159-169
    • Chen, J.S.1
  • 13
    • 84858054506 scopus 로고    scopus 로고
    • Observation of thermal influence on error motions of rotary axes on a five-axis machine tool by static R-test
    • Hong Ce, Ibaraki So. Observation of thermal influence on error motions of rotary axes on a five-axis machine tool by static R-test. International Journal of Automation Technology 2012; 6/2: 196-204.
    • (2012) International Journal of Automation Technology , vol.6 , Issue.2 , pp. 196-204
    • Hong, C.1    Ibaraki, S.2
  • 14
    • 80054934481 scopus 로고    scopus 로고
    • Compensation of machine tool thermal deformation in spindle axis direction based on decomposition method
    • Vyroubal Jiri. Compensation of machine tool thermal deformation in spindle axis direction based on decomposition method. Precision Engineering 2012; 36/1: 121-127.
    • (2012) Precision Engineering , vol.36 , Issue.1 , pp. 121-127
    • Vyroubal, J.1
  • 16
    • 85030939522 scopus 로고    scopus 로고
    • ISO 230-3 Test code for machine tools Part 3
    • ISO 230-3 Test code for machine tools Part 3: Determination of thermal effects, 2007:20-24.
    • (2007) Determination of Thermal Effects , pp. 20-24
  • 17
    • 0014534297 scopus 로고
    • A new approach to clustering
    • Ruspini E H. A new approach to clustering. Information and control 1969; 15/1: 22-32.
    • (1969) Information and Control , vol.15 , Issue.1 , pp. 22-32
    • Ruspini, E.H.1
  • 18
    • 0027697605 scopus 로고
    • An optional graph theoretic approach to data clustering: Theory and its application to image segmentation
    • Leahy R, Wu Z. An optional graph theoretic approach to data clustering: theory and its application to image segmentation. IEEE Trans on PAMI 1993; 15/11: 1101-1113.
    • (1993) IEEE Trans on PAMI , vol.15 , Issue.11 , pp. 1101-1113
    • Leahy, R.1    Wu, Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.