메뉴 건너뛰기




Volumn , Issue , 2009, Pages 33-38

Optimization using neural network modeling and swarm intelligence in the machining of titanium (ti 6al 4v) alloy

Author keywords

Machining parameters; Multi objective; Neural network; Surface roughness; Swarm; Titanium

Indexed keywords

LOW THERMAL CONDUCTIVITY; MACHINING PARAMETERS; MACHINING PROCESS; MULTI OBJECTIVE; NEURAL NETWORK MODELING; NEW MODEL; OPTIMIZATION ALGORITHMS; PROCESS OUTPUT; PROCESS PARAMETERS; SWARM INTELLIGENCE; TI-6AL-4V; TRIAL AND ERROR;

EID: 77950965785     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MICAI.2009.22     Document Type: Conference Paper
Times cited : (11)

References (24)
  • 2
    • 0142247089 scopus 로고    scopus 로고
    • Experimental study of surface roughness in slot end milling
    • M.Y. Wang, H. Y. Chang, Experimental study of surface roughness in slot end milling, Int. J. Mach. Tool Manuf. 44 (2004) 51-57.
    • (2004) Int. J. Mach. Tool Manuf. , vol.44 , pp. 51-57
    • Wang, M.Y.1    Chang, H.Y.2
  • 5
    • 35348879818 scopus 로고    scopus 로고
    • Effect of machining parameters and cutting edge geometry on surface integrity of high-speed turned Inconel
    • doi:10.1016/j\ijmachtools.2007.08.004
    • Pawadea R.S., Suhas S., and Brahmankar P.K.(2007) Effect of machining parameters and cutting edge geometry on surface integrity of high-speed turned Inconel. 718 International Journal of Machine Tools and Manufacture doi:10.1016/j\ijmachtools.2007.08.004
    • (2007) 718 International Journal of Machine Tools and Manufacture
    • Pawadea, R.S.1    Suhas, S.2    Brahmankar, P.K.3
  • 7
    • 1842541673 scopus 로고    scopus 로고
    • Development of a fuzzy-neuro system for parameter resetting injection molding
    • W. He, Y. F. Zhang, K. S. Lee and T. I. Liu February (2001). Development of a fuzzy-neuro system for parameter resetting injection molding. Transactioas of the ASME. Vol.123.
    • (2001) Transactioas of the ASME. , vol.123
    • He, W.1    Zhang, Y.F.2    Lee, K.S.3    Liu February, T.I.4
  • 8
    • 57049183798 scopus 로고    scopus 로고
    • Modeling for prediction of surface roughness in machining of Ti64 alloy using response surface methodology
    • doi:10.1016/j.jmatprotec.2007.11.031
    • S. Ramesh, L. Karunamoorthy, R. Ramakrishnan. "Modeling for prediction of surface roughness in machining of Ti64 alloy using response surface methodology" Journal of Materials Processing Technology (2007), doi:10.1016/j.jmatprotec.2007.11.031
    • (2007) Journal of Materials Processing Technology
    • Ramesh, S.1    Karunamoorthy, L.2    Ramakrishnan, R.3
  • 10
    • 84869363835 scopus 로고    scopus 로고
    • Surface roughness prediction at 1018 cold rolled steel using response surface methodology and neural networks
    • Year 2 No. 10.
    • Rico L. and Diaz J. (2005) Surface roughness prediction at 1018 cold rolled steel using Response Surface Methodology and neural networks. Culcyt Research. Year 2 No. 10.
    • (2005) Culcyt Research.
    • Rico, L.1    Diaz, J.2
  • 11
    • 33847658318 scopus 로고    scopus 로고
    • Theory of functional systems in the scientific school of p.k. anokhin
    • January
    • S. K. Egiazaryan GG, "Theory of functional systems in the scientific school of p.k. anokhin." Journal of the History of the Neurosciences, vol.. 1.6, no.1 2, pp. 194-205, January 2007.
    • (2007) Journal of the History of the Neurosciences , vol.16 , Issue.12 , pp. 194-205
    • Egiazaryan Gg, S.K.1
  • 12
    • 0036008427 scopus 로고    scopus 로고
    • Adiabatic shear banding in high speed machining of TÍ-6A1-4V: Experiments and modeling
    • A. Molinari, C. Musquar and G. Sutter "Adiabatic shear banding in high speed machining of TÍ-6A1-4V: experiments and modeling" International Journal of Plasticity 18 (2002) 443-459
    • (2002) International Journal of Plasticity , vol.18 , pp. 443-459
    • Molinari, A.1    Musquar, C.2    Sutter, G.3
  • 13
    • 34047176990 scopus 로고    scopus 로고
    • Optimization of tool life and productivity when end milling Inconel 718 M
    • Rrain, H., Sharman, A. and Ridgway, K (2007) Optimization of tool life and productivity when end milling Inconel 718 M. Journal of materials processing technology 189 (153-161)
    • (2007) Journal of Materials Processing Technology , vol.189 , pp. 153-161
    • Rrain, H.1    Sharman, A.2    Ridgway, K.3
  • 14
    • 0036568581 scopus 로고    scopus 로고
    • Optimal, machining parameters for achieving the desired surface roughness in fine turning of cold preformed steel workpieces
    • Kopac, J. Bahor, M. and Sokovic, M. (2002) Optimal, machining parameters for achieving the desired surface roughness in fine turning of cold preformed steel workpieces, International Journal of Machine Tools and Manufacture 42707-716.
    • (2002) International Journal of Machine Tools and Manufacture , pp. 42707-42716
    • Kopac, J.1    Bahor, M.2    Sokovic, M.3
  • 15
    • 33646773258 scopus 로고    scopus 로고
    • Prediction of minimum surface roughness in end milling mold parts using neural network and genetic algorithm
    • Oktem H and Erzurumlu F (2006) Prediction of minimum surface roughness in end milling mold parts using neural network and genetic algorithm Materials and Design Journal No.27 735-744
    • (2006) Materials and Design Journal , vol.27 , pp. 735-744
    • Oktem, H.1    Erzurumlu, F.2
  • 16
    • 38349145951 scopus 로고    scopus 로고
    • AI approaches for cutting tool diagnosis in machining processes
    • 978-0-88986-629-4
    • Morales R., Vallejo A. and Avellan J. (2007) AI. approaches for cutting tool diagnosis in machining processes. Proceedings of the 25Tth IASTED 978-0-88986-629-4 pp. 186-191
    • (2007) Proceedings of the 25Tth IASTED , pp. 186-191
    • Morales, R.1    Vallejo, A.2    Avellan, J.3
  • 18
    • 77951004123 scopus 로고    scopus 로고
    • Carlos González González y Ramon Zeleny, "Metrología Dimensional", Mc Graw Hill
    • Carlos González González y Ramon Zeleny, "Metrología Dimensional", Mc Graw Hill
  • 20
    • 84897703593 scopus 로고    scopus 로고
    • Prediction of Surface Roughness in End Milling using Swarm Intelligence
    • Intelligence Symposium
    • H, El-Mounayri, Z. Dugla, H. Deng, "Prediction of Surface Roughness in End Milling using Swarm Intelligence", Proceedings of the 2003 IEEE Swarm. Intelligence Symposium, 2003, pp. 220-227.
    • (2003) Proceedings of the 2003 IEEE Swarm. , pp. 220-227
    • El-Mounayri, H.1    Dugla, Z.2    Deng, H.3
  • 23
    • 33750267220 scopus 로고    scopus 로고
    • Multi objective particle swarm optimizers: A survey of the state-of-theart
    • ISSN 0973-1873 Research India Publications
    • Margarita Reyes-Sierra and Carlos A. Coello Coello "MultiObjective Particle Swarm Optimizers: A Survey of the State-of-theArt" International Journal of Computational Intelligence Research, ISSN 0973-1873 Vol.2, No.3 (2006), pp. 287-308 Research India Publications http://www.ijcir.info
    • (2006) International Journal of Computational Intelligence Research , vol.2 , Issue.3 , pp. 287-308
    • Reyes-Sierra, M.1    Carlos, A.C.C.2
  • 24
    • 0004222346 scopus 로고    scopus 로고
    • Morgan Kaufmann Publishers, San Francisco, California
    • James Kennedy and Russell C Eberhart. Swarm Intelligence. Morgan Kaufmann Publishers, San Francisco, California, 2001.
    • (2001) Swarm Intelligence.
    • Kennedy, J.1    Eberhart, R.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.