메뉴 건너뛰기




Volumn 47, Issue 9, 2009, Pages 956-964

Comparison of ANN and DoE for the prediction of laser-machined micro-channel dimensions

Author keywords

ANN; Channel dimensions; DoE; Laser micro machining; Parameter selection; Prediction modelling

Indexed keywords

ANN; CHANNEL DIMENSIONS; DOE; LASER MICRO-MACHINING; PARAMETER SELECTION; PREDICTION MODELLING;

EID: 67449094355     PISSN: 01438166     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.optlaseng.2009.04.009     Document Type: Article
Times cited : (52)

References (35)
  • 5
    • 33645214027 scopus 로고    scopus 로고
    • Thermoplastic microchannel fabrication using carbon dioxide laser ablation
    • Wang S.C., Lee C.Y., and Chen H.P. Thermoplastic microchannel fabrication using carbon dioxide laser ablation. Journal of Chromatography A 1111 (2006) 252-257
    • (2006) Journal of Chromatography A , vol.1111 , pp. 252-257
    • Wang, S.C.1    Lee, C.Y.2    Chen, H.P.3
  • 6
    • 0025535001 scopus 로고
    • Industrial laser applications
    • Bachmann F.G. Industrial laser applications. Applied Surface Science 46 (1990) 254-263
    • (1990) Applied Surface Science , vol.46 , pp. 254-263
    • Bachmann, F.G.1
  • 7
    • 0010579111 scopus 로고    scopus 로고
    • Industrial applications of laser micro-machining
    • Gower M.C. Industrial applications of laser micro-machining. Optics Express 7 (2000) 56-67
    • (2000) Optics Express , vol.7 , pp. 56-67
    • Gower, M.C.1
  • 8
    • 1842639951 scopus 로고    scopus 로고
    • Polymer micro-fabrication for micro-arrays, micro-reactors and micro-fluidics
    • Goretty M., and Amigo A.-. Polymer micro-fabrication for micro-arrays, micro-reactors and micro-fluidics. Journal of the Association for Laboratory Automation 5 (2000) 96-101
    • (2000) Journal of the Association for Laboratory Automation , vol.5 , pp. 96-101
    • Goretty, M.1    Amigo A.-2
  • 10
    • 0346867966 scopus 로고
    • Three-dimensional optical data storage in refractive media by two-photon point excitation
    • Strickler J.H., and Webb W.W. Three-dimensional optical data storage in refractive media by two-photon point excitation. Optical Letters 16 (1991) 1780-1782
    • (1991) Optical Letters , vol.16 , pp. 1780-1782
    • Strickler, J.H.1    Webb, W.W.2
  • 15
    • 0035772506 scopus 로고    scopus 로고
    • Genetic algorithm for optimization design of diffractive optical elements in laser beam shaping
    • Ye J., Yuan X.-C., and Zhou G. Genetic algorithm for optimization design of diffractive optical elements in laser beam shaping. Proceedings of SPIE 4594 (2003) 118-127
    • (2003) Proceedings of SPIE , vol.4594 , pp. 118-127
    • Ye, J.1    Yuan, X.-C.2    Zhou, G.3
  • 16
    • 4243553817 scopus 로고    scopus 로고
    • Two-dimensional thermo-mechanical finite element model for laser cladding
    • Detroit, Michigan, USA
    • de Deus A.M., and Mazumder J. Two-dimensional thermo-mechanical finite element model for laser cladding. Laser Materials Processing (1996) B174-B183 Detroit, Michigan, USA
    • (1996) Laser Materials Processing
    • de Deus, A.M.1    Mazumder, J.2
  • 17
    • 27944463574 scopus 로고    scopus 로고
    • Optimal process planning for a combined punch-and-laser cutting machine using ant colony
    • Wang G.G., and Xie S.Q. Optimal process planning for a combined punch-and-laser cutting machine using ant colony. International Journal of Production Research 43 (2005) 2195-2216
    • (2005) International Journal of Production Research , vol.43 , pp. 2195-2216
    • Wang, G.G.1    Xie, S.Q.2
  • 19
    • 38849198532 scopus 로고    scopus 로고
    • Optimization of different welding processes using statistical and numerical approaches-a reference guide
    • Elsevier, Amsterdam
    • Benyounis K.Y., and Olabi A.G. Optimization of different welding processes using statistical and numerical approaches-a reference guide. Advances in Engineering Software (2008) 483-496 Elsevier, Amsterdam
    • (2008) Advances in Engineering Software , pp. 483-496
    • Benyounis, K.Y.1    Olabi, A.G.2
  • 20
    • 34848889246 scopus 로고    scopus 로고
    • Using Taguchi method to optimize welding pool of dissimilar laser-welded components
    • Amsterdam, Elsevier
    • Anawa E.M., and Olabi A.G. Using Taguchi method to optimize welding pool of dissimilar laser-welded components. Optics and Laser Technology 40 (2008) 379-388 Amsterdam, Elsevier
    • (2008) Optics and Laser Technology , vol.40 , pp. 379-388
    • Anawa, E.M.1    Olabi, A.G.2
  • 22
    • 67449085132 scopus 로고    scopus 로고
    • accessed date: May 2008
    • 〈www.academic.marist.edu/~jzbv/architecture/Projects/S2002/NeuralNet2/COA.PPT〉, accessed date: May 2008.
  • 27
    • 11244261274 scopus 로고    scopus 로고
    • Modeling and optimization of via formation in dielectrics by laser ablation using neural networks and genetic algorithms
    • Setia R., and May G.S. Modeling and optimization of via formation in dielectrics by laser ablation using neural networks and genetic algorithms. IEEE Transactions on Electronics Packaging Manufacturing 27 22 (2004) 133-144
    • (2004) IEEE Transactions on Electronics Packaging Manufacturing , vol.27 , Issue.22 , pp. 133-144
    • Setia, R.1    May, G.S.2
  • 28
    • 34248147130 scopus 로고    scopus 로고
    • LabVIEW as a tool for measurements, batch data manipulations and artificial neural network predictions
    • Zurek S., Marketos P., and Moses A.J. LabVIEW as a tool for measurements, batch data manipulations and artificial neural network predictions. Przeglad Elektrotechniczny 83 (4/2007) 114-119
    • (2007) Przeglad Elektrotechniczny , vol.83 , pp. 114-119
    • Zurek, S.1    Marketos, P.2    Moses, A.J.3
  • 29
    • 47649103957 scopus 로고    scopus 로고
    • Prediction of power loss and permeability with the use of an artificial neural network in wound toroidal cores
    • Zurek S., Moses A.J., Packianather M., Anderson P., and Anayi F. Prediction of power loss and permeability with the use of an artificial neural network in wound toroidal cores. Journal of Magnetism and Magnetic Materials 320 (2008) 1001-1005
    • (2008) Journal of Magnetism and Magnetic Materials , vol.320 , pp. 1001-1005
    • Zurek, S.1    Moses, A.J.2    Packianather, M.3    Anderson, P.4    Anayi, F.5
  • 31
    • 0018943864 scopus 로고
    • The relative roles of avalanche multiplication and multiphoton absorption in laser-induced damage of dielectrics
    • Vaidyanathan A., Walker T.W., and Guenther A.H. The relative roles of avalanche multiplication and multiphoton absorption in laser-induced damage of dielectrics. IEEE Journal of Quantum Electronics QE-16 (1980) 89-93
    • (1980) IEEE Journal of Quantum Electronics , vol.QE-16 , pp. 89-93
    • Vaidyanathan, A.1    Walker, T.W.2    Guenther, A.H.3
  • 33
    • 50949132839 scopus 로고    scopus 로고
    • 3D transient thermal modelling of laser microchannel fabrication in lime-soda
    • Issa A., Brabazon D., and Hashmi S. 3D transient thermal modelling of laser microchannel fabrication in lime-soda. Journal of Materials Processing Technology 207 (2008) 307-314
    • (2008) Journal of Materials Processing Technology , vol.207 , pp. 307-314
    • Issa, A.1    Brabazon, D.2    Hashmi, S.3
  • 34
    • 58149472216 scopus 로고    scopus 로고
    • Design of experiments on neural network's training for nonlinear time series forecasting
    • Amsterdam, Elsevier
    • Balestrassi P.P., Popova E., Paiva A.P., and Lima J.W. Design of experiments on neural network's training for nonlinear time series forecasting. Neurocomputing 72 (2009) 1160-1178 Amsterdam, Elsevier
    • (2009) Neurocomputing , vol.72 , pp. 1160-1178
    • Balestrassi, P.P.1    Popova, E.2    Paiva, A.P.3    Lima, J.W.4
  • 35
    • 0942290331 scopus 로고    scopus 로고
    • Optimization of Cu-based oxide catalyst for methanol synthesis using a neural network trained by design of experiment
    • Omata K., Watanabe Y., Hashimoto M., Umegaki T., and Yamada M. Optimization of Cu-based oxide catalyst for methanol synthesis using a neural network trained by design of experiment. Journal of the Japan Petroleum Institute 46 (2003) 387-391
    • (2003) Journal of the Japan Petroleum Institute , vol.46 , pp. 387-391
    • Omata, K.1    Watanabe, Y.2    Hashimoto, M.3    Umegaki, T.4    Yamada, M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.