메뉴 건너뛰기




Volumn 40, Issue 7-8, 2009, Pages 776-784

An optimization method for radial forging process using ANN and Taguchi method

Author keywords

ANN; FEM Analysis; Inhomogeneity; Process optimization; Radial forging; Taguchi method

Indexed keywords

BACKPROPAGATION; FINITE ELEMENT METHOD; FORGING MACHINES; FORGINGS; GLOBAL OPTIMIZATION; METAL FORMING MACHINES; NEURAL NETWORKS; OPTIMIZATION; PROCESS CONTROL; TAGUCHI METHODS;

EID: 59249106415     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-008-1371-2     Document Type: Article
Times cited : (49)

References (31)
  • 2
    • 0346194784 scopus 로고
    • Application of analytical simulation to forged part design
    • 2
    • H Yano T Akshi 1994 Application of analytical simulation to forged part design Toyota Tech Rev 43 2 20 25
    • (1994) Toyota Tech Rev , vol.43 , pp. 20-25
    • Yano, H.1    Akshi, T.2
  • 3
    • 0032002701 scopus 로고    scopus 로고
    • Study of stress development in axi-symmetric products processed by radial forging using a 3-D non-linear finite-element method
    • DY Jang JH Liou 1998 Study of stress development in axi-symmetric products processed by radial forging using a 3-D non-linear finite-element method J Mater Process Technol 74 74 82
    • (1998) J Mater Process Technol , vol.74 , pp. 74-82
    • Jang, D.Y.1    Liou, J.H.2
  • 4
    • 0033130996 scopus 로고    scopus 로고
    • Application of artificial neural network and Taguchi method to preform design in metal forming considering workability
    • D-C Ko D-H Kim B-M Kim 1999 Application of artificial neural network and Taguchi method to preform design in metal forming considering workability Int J Mach Tools Manuf 39 771 785
    • (1999) Int J Mach Tools Manuf , vol.39 , pp. 771-785
    • Ko, D.-C.1    Kim, D.-H.2    Kim, B.-M.3
  • 5
    • 0016919245 scopus 로고
    • Analysis of the radial forging process for manufacturing of rods and tubes
    • GD Lahoti T Altan 1976 Analysis of the radial forging process for manufacturing of rods and tubes J Eng Ind 98 265 271
    • (1976) J Eng Ind , vol.98 , pp. 265-271
    • Lahoti, G.D.1    Altan, T.2
  • 6
    • 33750609053 scopus 로고
    • Radial forging of tubes and rods with compound-angle dies
    • Columbus Ohio May 17-19
    • Lahoti GD, Dembowski PV, Altan T (1976) Radial forging of tubes and rods with compound-angle dies. Proceeding of NAMRC-IV Columbus Ohio May 17-19:87-95
    • (1976) Proceeding of NAMRC-IV , pp. 87-95
    • Lahoti, G.D.1    Dembowski, P.V.2    Altan, T.3
  • 9
    • 0029252239 scopus 로고
    • Application of the finite-element method to the radial forging of large diameter tubes
    • JP Domblesky R Shivpuri B Painter 1995 Application of the finite-element method to the radial forging of large diameter tubes J Mater Process Technol 49 57 74
    • (1995) J Mater Process Technol , vol.49 , pp. 57-74
    • Domblesky, J.P.1    Shivpuri, R.2    Painter, B.3
  • 10
    • 0029545367 scopus 로고
    • Development and validation of a finite-element model for multiple-pass radial forging
    • JP Domblesky R Shivpuri 1995 Development and validation of a finite-element model for multiple-pass radial forging J Mater Process Technol 55 432 441
    • (1995) J Mater Process Technol , vol.55 , pp. 432-441
    • Domblesky, J.P.1    Shivpuri, R.2
  • 11
    • 0032002701 scopus 로고    scopus 로고
    • Study of stress development in axi-symmetric products processed by radial forging using a 3-D non-linear finite-element method
    • DY Jang JH Liou 1998 Study of stress development in axi-symmetric products processed by radial forging using a 3-D non-linear finite-element method J Mater Process Technol 74 74 88
    • (1998) J Mater Process Technol , vol.74 , pp. 74-88
    • Jang, D.Y.1    Liou, J.H.2
  • 12
    • 3242711058 scopus 로고    scopus 로고
    • Rigid-plastic finite element analysis of incremental radial forging process using the automatic expansion of domain scheme
    • 5
    • KH Lee SR Lee DY Yang 2004 Rigid-plastic finite element analysis of incremental radial forging process using the automatic expansion of domain scheme Eng Computations 21 5 470 487
    • (2004) Eng Computations , vol.21 , pp. 470-487
    • Lee, K.H.1    Lee, S.R.2    Yang, D.Y.3
  • 13
    • 59249093522 scopus 로고    scopus 로고
    • Application of 3D FEM to die design in the radial forging process
    • Tehran, Iran
    • Ghaei A, Movahhedy MR, Karimi Taheri A (2005) Application of 3D FEM to die design in the radial forging process. TICME2005, Tehran, Iran :112-120
    • (2005) TICME2005 , pp. 112-120
    • Ghaei, A.1    Movahhedy, M.R.2    Karimi Taheri, A.3
  • 14
    • 59249096093 scopus 로고
    • Basic concepts of numerical simulation of a radial forging process
    • T Rodic DRJ Owen 1987 Basic concepts of numerical simulation of a radial forging process Zezb 214 167 174
    • (1987) Zezb , vol.214 , pp. 167-174
    • Rodic, T.1    Owen, D.R.J.2
  • 15
    • 3242719978 scopus 로고
    • Reducing of circular bars by a multi ram forging machine
    • T Shimizu K Ohuchi T Sano 1990 Reducing of circular bars by a multi ram forging machine J JSTP 31 392 397
    • (1990) J JSTP , vol.31 , pp. 392-397
    • Shimizu, T.1    Ohuchi, K.2    Sano, T.3
  • 20
    • 0027641793 scopus 로고
    • Effect of redundant deformation on recrystalization behaviour of copper
    • E Lindh B Hutchinson S Ueyama 1993 Effect of redundant deformation on recrystalization behaviour of copper Scripta Metall 29 347 352
    • (1993) Scripta Metall , vol.29 , pp. 347-352
    • Lindh, E.1    Hutchinson, B.2    Ueyama, S.3
  • 21
    • 0029359511 scopus 로고
    • A computational study of strain inhomogeneity in wire drawing
    • RK Chin PS Steif 1995 A computational study of strain inhomogeneity in wire drawing Int J Mach Tools Manuf 35 1087 1098
    • (1995) Int J Mach Tools Manuf , vol.35 , pp. 1087-1098
    • Chin, R.K.1    Steif, P.S.2
  • 23
    • 0033078679 scopus 로고    scopus 로고
    • Using neural networks to predict parameters in the hot working of aluminum alloys
    • MS Chun J Biglou JG Lenard JG Kim 1999 Using neural networks to predict parameters in the hot working of aluminum alloys J Mater Process Techno 86 245 251
    • (1999) J Mater Process Techno , vol.86 , pp. 245-251
    • Chun, M.S.1    Biglou, J.2    Lenard, J.G.3    Kim, J.G.4
  • 24
  • 25
    • 0033874760 scopus 로고    scopus 로고
    • Application of neural network and FEM for metal forming Processes
    • DJ Kim BM Kim 2000 Application of neural network and FEM for metal forming Processes Int J of Mach Tools Manuf 40 911 925
    • (2000) Int J of Mach Tools Manuf , vol.40 , pp. 911-925
    • Kim, D.J.1    Kim, B.M.2
  • 27
    • 0037147049 scopus 로고    scopus 로고
    • Influence of forming parameters on the final subgrain size during hot rolling of aluminium alloys
    • Duan X, Sheppard T (2002) Influence of forming parameters on the final subgrain size during hot rolling of aluminium alloys. J Mater Process Technol 130-131:245-249
    • (2002) J Mater Process Technol , vol.130-131 , pp. 245-249
    • Duan, X.1    Sheppard, T.2
  • 29
    • 0028478799 scopus 로고
    • Inhomogeneity of mechanical properties in stainless steel rods after drawing
    • L Sadok J Luksza J Majta 1994 Inhomogeneity of mechanical properties in stainless steel rods after drawing J Mater Process Technol 44 129 141
    • (1994) J Mater Process Technol , vol.44 , pp. 129-141
    • Sadok, L.1    Luksza, J.2    Majta, J.3
  • 30
    • 0242692409 scopus 로고    scopus 로고
    • On the evaluation of strain inhomogeneity by hardness measurement of formed products
    • Petruska J, Janicek L(2003) On the evaluation of strain inhomogeneity by hardness measurement of formed products. J Mater Process Tech 143-144:300-305
    • (2003) J Mater Process Tech , vol.143-144 , pp. 300-305
    • Petruska, J.1    Janicek, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.