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Volumn 37, Issue 5-6, 2008, Pages 513-522

Modeling and optimization of Nd:YAG laser micro-weld process using Taguchi Method and a neural network

Author keywords

Nd:YAG laser welding; Neural network; Taguchi method

Indexed keywords

COMPUTER SIMULATION; MATHEMATICAL MODELS; NEODYMIUM LASERS; NEURAL NETWORKS; OPTIMIZATION; PARAMETER ESTIMATION; TAGUCHI METHODS;

EID: 42449092040     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-007-0982-3     Document Type: Article
Times cited : (33)

References (18)
  • 1
    • 4344605074 scopus 로고    scopus 로고
    • Optimization of Nd:YAG laser welding onto magnesium alloy via Taguchi analysis
    • Pan LK, Wang CC, Hsiao YC, Ho KC (2004). Optimization of Nd:YAG laser welding onto magnesium alloy via Taguchi analysis. Opt Laser Technol 37:33-42
    • (2004) Opt Laser Technol , vol.37 , pp. 33-42
    • Pan, L.K.1    Wang, C.C.2    Hsiao, Y.C.3    Ho, K.C.4
  • 3
    • 0034273955 scopus 로고    scopus 로고
    • Parameter design optimization via neural network and genetic algorithm
    • 3
    • Su CT, Chiu CC, Chang HH (2000) Parameter design optimization via neural network and genetic algorithm. Int J Ind Eng 7(3):224-231
    • (2000) Int J Ind Eng , vol.7 , pp. 224-231
    • Su, C.T.1    Chiu, C.C.2    Chang, H.H.3
  • 4
    • 0346873996 scopus 로고    scopus 로고
    • Prediction of welding parameters for pipeline welding using an intelligent system
    • Kim IS, Jeong YJ, Lee CW (2003) Prediction of welding parameters for pipeline welding using an intelligent system. Int J Adv Manuf Technol 22:713-719
    • (2003) Int J Adv Manuf Technol , vol.22 , pp. 713-719
    • Kim, I.S.1    Jeong, Y.J.2    Lee, C.W.3
  • 5
    • 0029278204 scopus 로고
    • Optimal design of neural networks using Taguchi method
    • Khaw JFC, Lim BS, Lim LEN (1995) Optimal design of neural networks using Taguchi method. Neurocomputing 7:225-245
    • (1995) Neurocomputing , vol.7 , pp. 225-245
    • Khaw, J.F.C.1    Lim, B.S.2    Lim, L.E.N.3
  • 10
    • 0038341737 scopus 로고    scopus 로고
    • Optimizing the IC wire bonding process using a neural networks/genetic algorithms approach
    • Su CT, Chiang TL (2003) Optimizing the IC wire bonding process using a neural networks/genetic algorithms approach. J Intell Manuf 14:229-238
    • (2003) J Intell Manuf , vol.14 , pp. 229-238
    • Su, C.T.1    Chiang, T.L.2
  • 11
    • 0032205695 scopus 로고    scopus 로고
    • Static neural network process model: Considerations and cases studies
    • 11
    • Coit DW, Jacson BT, Smith AE (1998) Static neural network process model: considerations and cases studies. Int J Prod Res 36(11):2953-2967
    • (1998) Int J Prod Res , vol.36 , pp. 2953-2967
    • Coit, D.W.1    Jacson, B.T.2    Smith, A.E.3
  • 12
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mapping by neural network
    • Funahashi K (1989) On the approximate realization of continuous mapping by neural network. Neural Netw 2:183-192
    • (1989) Neural Netw , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 14
    • 0028543366 scopus 로고
    • Training feedforward networks with the Marquardt algorithm
    • 6
    • Hagan MT, Menhaj MB (1994) Training feedforward networks with the Marquardt algorithm. IEEE Trans Neural Netw 5(6):989-993
    • (1994) IEEE Trans Neural Netw , vol.5 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.B.2
  • 15
    • 29144488462 scopus 로고    scopus 로고
    • A sliding window solution for the on-line implementation of the Levenberg-Marquardt algorithm
    • Dias FA, Antunes A, Vieira J, Mota A (2006) A sliding window solution for the on-line implementation of the Levenberg-Marquardt algorithm. Eng Appl Artif Intell 19:1-7
    • (2006) Eng Appl Artif Intell , vol.19 , pp. 1-7
    • Dias, F.A.1    Antunes, A.2    Vieira, J.3    Mota, A.4
  • 16
    • 16344391849 scopus 로고    scopus 로고
    • A comparative study for the estimation of parameters in nonlinear models
    • Kumar K, Alsaleh MA (1996) A comparative study for the estimation of parameters in nonlinear models. Appl Math Comput 77:179-183
    • (1996) Appl Math Comput , vol.77 , pp. 179-183
    • Kumar, K.1    Alsaleh, M.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.