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Volumn 12, Issue 3, 2011, Pages 383-391

Optimization of cutting conditions for surface roughness in CNC end milling

Author keywords

Cutting parameters; End milling; Genetic algorithm; Multiple regression; Optimization; Surface roughness

Indexed keywords


EID: 79958186117     PISSN: 12298557     EISSN: None     Source Type: Journal    
DOI: 10.1007/s12541-011-0050-7     Document Type: Article
Times cited : (57)

References (29)
  • 1
    • 0024137276 scopus 로고
    • Surface finish prediction models for fine turning
    • Mittal, A. and Metha, M., "Surface finish prediction models for fine turning," International Journal of Production Research, Vol. 26, No. 12, pp. 1861-1876, 1988.
    • (1988) International Journal of Production Research , vol.26 , Issue.12 , pp. 1861-1876
    • Mittal, A.1    Metha, M.2
  • 4
    • 0029360073 scopus 로고
    • A proposed statistical model for surface quality prediction in end-milling of A1 alloy
    • Fuh, K. H. and Wu, C. F., "A proposed statistical model for surface quality prediction in end-milling of A1 alloy," International Journal of Machine Tools and Manufacture, Vol. 35, No. 8, pp. 1187-1200, 1995.
    • (1995) International Journal of Machine Tools and Manufacture , vol.35 , Issue.8 , pp. 1187-1200
    • Fuh, K.H.1    Wu, C.F.2
  • 5
    • 79955445317 scopus 로고    scopus 로고
    • Study on the response surface model of machining error in internal lathe boring
    • Chun, S.-H. and Ko, T. J., "Study on the Response Surface Model of Machining Error in Internal Lathe Boring," Int. J. Precis. Eng. Manuf., Vol. 12, No. 2, pp. 177-182, 2011.
    • (2011) Int. J. Precis. Eng. Manuf , vol.12 , Issue.2 , pp. 177-182
    • Chun, S.-H.1    Ko, T.J.2
  • 6
    • 0038004821 scopus 로고    scopus 로고
    • Surface roughness prediction technique for CNC end milling
    • Lou, M. S., Chen, J. C. and Li, C. M., "Surface roughness prediction technique for CNC end milling," Journal of Industrial Technology, Vol. 15, No. 1, pp. 1-6, 1998.
    • (1998) Journal of Industrial Technology , vol.15 , Issue.1 , pp. 1-6
    • Lou, M.S.1    Chen, J.C.2    Li, C.M.3
  • 7
    • 0032652321 scopus 로고    scopus 로고
    • In-process surface roughness recognition (ISRR) system in end-milling operations
    • Lou, M. S. and Chen, J.C., "In-process surface roughness recognition (ISRR) system in end-milling operations," Int. J. Adv. Manuf. Technol., Vol. 15, No. 3, pp. 200-209, 1999.
    • (1999) Int. J. Adv. Manuf. Technol , vol.15 , Issue.3 , pp. 200-209
    • Lou, M.S.1    Chen, J.C.2
  • 8
    • 0038003099 scopus 로고    scopus 로고
    • Surface roughness model for end milling: A semi-free cutting carbon casehardening steel (EN32) in dry condition
    • Mansour, A. and Abdalla, H., "Surface roughness model for end milling: a semi-free cutting carbon casehardening steel (EN32) in dry condition," Journal of Materials Processing Technology, Vol. 124, No. 1-2, pp. 183-191, 2002.
    • (2002) Journal of Materials Processing Technology , vol.124 , Issue.1-2 , pp. 183-191
    • Mansour, A.1    Abdalla, H.2
  • 9
    • 0038218320 scopus 로고    scopus 로고
    • Identification of common sensory features for the control of CNC milling operations under varying cutting conditions
    • Ertekin, Y. M., Kwon, Y. and Tseng, T. L., "Identification of common sensory features for the control of CNC milling operations under varying cutting conditions," International Journal of Machine Tools and Manufacture, Vol. 43, No. 9, pp. 897-904, 2003.
    • (2003) International Journal of Machine Tools and Manufacture , vol.43 , Issue.9 , pp. 897-904
    • Ertekin, Y.M.1    Kwon, Y.2    Tseng, T.L.3
  • 10
    • 0036815452 scopus 로고    scopus 로고
    • Prediction of surface roughness in CNC face milling using neural networks and Taguchi's design of experiments
    • Bernados, P. G. and Vosniakos, G. C., "Prediction of surface roughness in CNC face milling using neural networks and Taguchi's design of experiments," Robotic and Computer Integrated Manufacturing, Vol. 18, No. 5-6, pp. 343-354, 2002.
    • (2002) Robotic and Computer Integrated Manufacturing , vol.18 , Issue.5-6 , pp. 343-354
    • Bernados, P.G.1    Vosniakos, G.C.2
  • 11
  • 12
    • 0346093741 scopus 로고    scopus 로고
    • Application of Taguchi method in the optimization of end milling parameters
    • Ghani, J. A., Choudhury, I. A. and Hassan, H. H., "Application of Taguchi method in the optimization of end milling parameters," Journal of Materials Processing Technology, Vol. 145, No. 1, pp. 84-92, 2004.
    • (2004) Journal of Materials Processing Technology , vol.145 , Issue.1 , pp. 84-92
    • Ghani, J.A.1    Choudhury, I.A.2    Hassan, H.H.3
  • 14
    • 0142247089 scopus 로고    scopus 로고
    • Experimental study of surface roughness in slot end milling AL2014-T6
    • Wang, M. Y. and Chang, H. Y., "Experimental study of surface roughness in slot end milling AL2014-T6," International Journal of Machine Tools and Manufacture, Vol. 44, No. 1, pp. 51-57, 2004.
    • (2004) International Journal of Machine Tools and Manufacture , vol.44 , Issue.1 , pp. 51-57
    • Wang, M.Y.1    Chang, H.Y.2
  • 15
    • 27344460096 scopus 로고    scopus 로고
    • Application of response surface methodology in the optimization of cutting conditions for surface roughness
    • Oktem, H., Erzurumlu, T. and Kurtaran, H., "Application of response surface methodology in the optimization of cutting conditions for surface roughness," Journal of Materials Processing Technology, Vol. 170, No. 1-2, pp. 11-16, 2005.
    • (2005) Journal of Materials Processing Technology , vol.170 , Issue.1-2 , pp. 11-16
    • Oktem, H.1    Erzurumlu, T.2    Kurtaran, H.3
  • 16
    • 33646773258 scopus 로고    scopus 로고
    • Prediction of minimum surface roughness in end milling mold parts using neural network and genetic algorithm
    • Oktem, H., Erzurumlu, T. and Erzincanli, F., "Prediction of minimum surface roughness in end milling mold parts using neural network and genetic algorithm," Materials and Design, Vol. 27, No. 9, pp. 735-744, 2006.
    • (2006) Materials and Design , vol.27 , Issue.9 , pp. 735-744
    • Oktem, H.1    Erzurumlu, T.2    Erzincanli, F.3
  • 17
    • 17844398012 scopus 로고    scopus 로고
    • A study on roughness of the micro-end-milled surface produced by a miniatured machine
    • Wang, W., Kweon, S. H. and Yang, S. H., "A study on roughness of the micro-end-milled surface produced by a miniatured machine," Journal of Materials Processing Technology, Vol. 162-163, pp. 702-708, 2005.
    • (2005) Journal of Materials Processing Technology , vol.162-163 , pp. 702-708
    • Wang, W.1    Kweon, S.H.2    Yang, S.H.3
  • 18
    • 27544452012 scopus 로고    scopus 로고
    • "Selection of optimum tool geometry and cutting conditions using surface roughness prediction model for end milling
    • Reddy, N. S. K. and Rao, P. V., "Selection of optimum tool geometry and cutting conditions using surface roughness prediction model for end milling," Int. J. Adv. Manuf. Technol., Vol. 26, No. 11-12, pp. 1202-1210, 2005.
    • (2005) Int. J. Adv. Manuf. Technol , vol.26 , Issue.11-12 , pp. 1202-1210
    • Reddy, N.S.K.1    Rao, P.V.2
  • 19
    • 33746364528 scopus 로고    scopus 로고
    • The statistical modeling of surface roughness in high speed flat end milling
    • Ozcelik, B. and Bayramoglu, M., "The statistical modeling of surface roughness in high speed flat end milling," International Journal of Machine Tools and Manufacture, Vol. 46, No. 12-13, pp. 1395-1402, 2006.
    • (2006) International Journal of Machine Tools and Manufacture , vol.46 , Issue.12-13 , pp. 1395-1402
    • Ozcelik, B.1    Bayramoglu, M.2
  • 21
    • 33746891232 scopus 로고    scopus 로고
    • A study of Taguchi optimization method for identifying optimum surface roughness in CNC face milling of cobalt-based alloy (satellite 6)
    • Bagci, E. and Aykut, S., "A study of Taguchi optimization method for identifying optimum surface roughness in CNC face milling of cobalt-based alloy (satellite 6)," Int. J. Adv. Manuf. Technol., Vol. 29, No. 9-10, pp. 940-947, 2006.
    • (2006) Int. J. Adv. Manuf. Technol , vol.29 , Issue.9-10 , pp. 940-947
    • Bagci, E.1    Aykut, S.2
  • 22
    • 33846960788 scopus 로고    scopus 로고
    • Design optimization of cutting parameters for side milling operations with multiple performance characteristics
    • Chang, C. K. and Lu, H.S., "Design optimization of cutting parameters for side milling operations with multiple performance characteristics," Int. J. Adv. Manuf. Technol., Vol. 32, No. 1-2, pp. 18-26, 2007.
    • (2007) Int. J. Adv. Manuf. Technol , vol.32 , Issue.1-2 , pp. 18-26
    • Chang, C.K.1    Lu, H.S.2
  • 23
    • 67651230570 scopus 로고    scopus 로고
    • An integrated study of surface roughness for modeling and optimization of cutting parameters during end milling operation
    • Oktem, H., "An integrated study of surface roughness for modeling and optimization of cutting parameters during end milling operation," Int. J. Adv. Manuf. Technol., Vol. 43, No. 9-10, pp. 852-861, 2009.
    • (2009) Int. J. Adv. Manuf. Technol , vol.43 , Issue.9-10 , pp. 852-861
    • Oktem, H.1
  • 24
    • 0003540748 scopus 로고    scopus 로고
    • Genetic Algorithms - Data Structures-Evolution Programs
    • Michalewicz, Z., "Genetic Algorithms - Data Structures-Evolution Programs," Springer, p. 17, 1999.
    • (1999) Springer , pp. 17
    • Michalewicz, Z.1
  • 25
    • 0033729054 scopus 로고    scopus 로고
    • An efficient constraint handling method for genetic algorithms
    • Deb, K., "An Efficient Constraint handling method for Genetic Algorithms," Computer Methods in Applied Mechanics and Engineering, Vol. 186, No. 2-4, pp. 311-338, 2000.
    • (2000) Computer Methods In Applied Mechanics and Engineering , vol.186 , Issue.2-4 , pp. 311-338
    • Deb, K.1
  • 26
    • 0002819121 scopus 로고
    • A comparative analysis of selection schemes used in genetic algorithms
    • Morgan Kaufmann Publishers Inc
    • Goldberg, D. E. and Deb, K., "A comparative analysis of selection schemes used in genetic algorithms, in: Foundations of Genetic Algorithms - I," Morgan Kaufmann Publishers Inc., pp. 69-93, 1991.
    • (1991) Foundations of Genetic Algorithms - I , pp. 69-93
    • Goldberg, D.E.1    Deb, K.2
  • 27
    • 0000991259 scopus 로고
    • Simulated binary crossover for continuous search space
    • Deb, K. and Agarwal, R. B., "Simulated binary crossover for continuous search space," Complex Systems, Vol. 9, No. 2, pp. 115-148, 1995.
    • (1995) Complex Systems , vol.9 , Issue.2 , pp. 115-148
    • Deb, K.1    Agarwal, R.B.2
  • 28
    • 0040445957 scopus 로고    scopus 로고
    • A combined genetic adaptive search (Gene AS) for engineering design
    • Deb, K. and Goyal, M., "A combined genetic adaptive search (Gene AS) for engineering design," Computer Science and Informatics, Vol. 26, pp. 30-45, 1996.
    • (1996) Computer Science and Informatics , vol.26 , pp. 30-45
    • Deb, K.1    Goyal, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.