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Volumn 67, Issue 9-12, 2013, Pages 2021-2032

Multi-objective optimization of material removal rate and surface roughness in wire electrical discharge turning

Author keywords

ANFIS; Artificial neural network (ANN); Genetic algorithm (GA); Material removal rate (MRR); Multi objective optimization; Surface roughness; Wire electro discharge turning (WEDT)

Indexed keywords

BACKPROPAGATION; COMPOSITE STRUCTURES; DESIGN OF EXPERIMENTS; ELECTRIC DISCHARGE MACHINING; ELECTRIC DISCHARGES; FEEDFORWARD NEURAL NETWORKS; FUZZY INFERENCE; FUZZY NEURAL NETWORKS; FUZZY SYSTEMS; GENETIC ALGORITHMS; INFERENCE ENGINES; NEURAL NETWORKS; PARETO PRINCIPLE; PRODUCTIVITY; SURFACE ROUGHNESS; WIRE;

EID: 84891489140     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-012-4628-8     Document Type: Article
Times cited : (71)

References (29)
  • 1
    • 70349603663 scopus 로고    scopus 로고
    • Universal technique for optimization of neural network training parameters: Gasoline near infrared data example
    • Balabin RM, Safieva RZ, Lomakina EI (2009) Universal technique for optimization of neural network training parameters: gasoline near infrared data example. Neural Comput Appl 18:557-565
    • (2009) Neural Comput Appl , vol.18 , pp. 557-565
    • Balabin, R.M.1    Safieva, R.Z.2    Lomakina, E.I.3
  • 2
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: Nsga-II
    • Dev K, Pratap A, Agarwal S., Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182-197
    • (2002) IEEE Trans Evol Comput , vol.6 , Issue.2 , pp. 182-197
    • Dev, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 3
    • 42649124990 scopus 로고    scopus 로고
    • The recycling of wool clothes: An artificial neural network colour classification tool
    • Furferi R, Governi L (2008) The recycling of wool clothes: an artificial neural network colour classification tool. Int J Adv Manuf Technol 37(7-8):722-731
    • (2008) Int J Adv Manuf Technol , vol.37 , Issue.7-8 , pp. 722-731
    • Furferi, R.1    Governi, L.2
  • 4
    • 37749029995 scopus 로고    scopus 로고
    • Parameter optimization model in electrical discharge machining process
    • Gao Q, Zhang Q, Su S., Zhang J (2008) Parameter optimization model in electrical discharge machining process. J Zheijang Univ 9 (1):104-108
    • (2008) J Zheijang Univ , vol.9 , Issue.1 , pp. 104-108
    • Gao, Q.1    Zhang, Q.2    Su, S.3    Zhang, J.4
  • 5
    • 37649019012 scopus 로고    scopus 로고
    • Material removal rate (MRR) study in the cylindrical wire electrical discharge turning (CWEDT) process
    • Haddad MJ, Tehrani AF (2008) Material removal rate (MRR) study in the cylindrical wire electrical discharge turning (CWEDT) process. J Mater Process Technol 199:369-378
    • (2008) J Mater Process Technol , vol.199 , pp. 369-378
    • Haddad, M.J.1    Tehrani, A.F.2
  • 6
    • 37449026622 scopus 로고    scopus 로고
    • Investigation of cylindrical wire electrical discharge turning (CWEDT) of AISI D3 tool steel based statistical analysis
    • Haddad MJ, Tehrani AF (2008) Investigation of cylindrical wire electrical discharge turning (CWEDT) of AISI D3 tool steel based statistical analysis. J Mater Process Tech 198:77-85
    • (2008) J Mater Process Tech , vol.198 , pp. 77-85
    • Haddad, M.J.1    Tehrani, A.F.2
  • 7
    • 0242364638 scopus 로고    scopus 로고
    • Optimization of machining parameters of wire-EDM based on grey relational and statistical analyses
    • Huang JT, Liao YS (2003) Optimization of machining parameters of wire-EDM based on grey relational and statistical analyses. Int J Prod Res 41(8):1707-1720
    • (2003) Int J Prod Res , vol.41 , Issue.8 , pp. 1707-1720
    • Huang, J.T.1    Liao, Y.S.2
  • 8
    • 84867080795 scopus 로고    scopus 로고
    • Investigations into turning of cylindrical components using wire electrical discharge machine
    • S.V. National Institute of Technology, Surat, India
    • Janardhan V, Samuel GL (2009) Investigations into turning of cylindrical components using wire electrical discharge machine. Proceedings of the International Conference on Advances in Mechanical Engineering, S.V. National Institute of Technology, Surat, India, 835-839
    • (2009) Proceedings of the International Conference on Advances in Mechanical Engineering , pp. 835-839
    • Janardhan, V.1    Samuel, G.L.2
  • 9
    • 77955341859 scopus 로고    scopus 로고
    • Pulse train data analysis to investigate the effect of machining parameters on the performance of wire electro discharge turning (WEDT) process
    • Janardhan V, Samuel GL (2010) Pulse train data analysis to investigate the effect of machining parameters on the performance of wire electro discharge turning (WEDT) process. Int J Mach Tool Manuf 50:775-788
    • (2010) Int J Mach Tool Manuf , vol.50 , pp. 775-788
    • Janardhan, V.1    Samuel, G.L.2
  • 10
    • 78751626570 scopus 로고    scopus 로고
    • Intelligent process modelling and optimization of die-sinking electric discharge machining
    • Joshi SN, Pande SS (2011) Intelligent process modelling and optimization of die-sinking electric discharge machining. Appl Soft Comput 11:2743-2755
    • (2011) Appl Soft Comput , vol.11 , pp. 2743-2755
    • Joshi, S.N.1    Pande, S.S.2
  • 11
    • 78349272034 scopus 로고    scopus 로고
    • The determination of hidden neurons
    • Kinser JM (1996) The determination of hidden neurons. Opt Mem Neural Network 5(4):245-262
    • (1996) Opt Mem Neural Network , vol.5 , Issue.4 , pp. 245-262
    • Kinser, J.M.1
  • 12
    • 27344432192 scopus 로고    scopus 로고
    • Multi-objective optimization of wire electro discharge machining process by non-dominated sorting genetic algorithm
    • Kuriakose S, Shunmugam MS (2005) Multi-objective optimization of wire electro discharge machining process by non-dominated sorting genetic algorithm. J Mater Process Technol 170:133-141
    • (2005) J Mater Process Technol , vol.170 , pp. 133-141
    • Kuriakose, S.1    Shunmugam, M.S.2
  • 13
    • 0031273049 scopus 로고    scopus 로고
    • A study on the machining-parameters optimization of wire electrical discharge machining
    • Liao YS, Huang JT, Su HC (1997) A study on the machining-parameters optimization of wire electrical discharge machining. J Mater Process Technol 71:487-493
    • (1997) J Mater Process Technol , vol.71 , pp. 487-493
    • Liao, Y.S.1    Huang, J.T.2    Su, H.C.3
  • 14
    • 0036212253 scopus 로고    scopus 로고
    • Optimization of the EDM process based on the orthogonal array with fuzzy logic and grey relational analysis method
    • Lin CL, Lin JL, Ko TC (2002) Optimization of the EDM process based on the orthogonal array with fuzzy logic and grey relational analysis method. Int J Adv Manuf Technol 19:271-277
    • (2002) Int J Adv Manuf Technol , vol.19 , pp. 271-277
    • Lin, C.L.1    Lin, J.L.2    Ko, T.C.3
  • 15
    • 34748901226 scopus 로고    scopus 로고
    • Optimization of wire electrical discharge machining (WEDM) process parameters using taguchi method
    • Mahapatra SS, Patnaik A (2006) Optimization of wire electrical discharge machining (WEDM) process parameters using Taguchi method. Int J Adv Manuf Technol 34:911-925
    • (2006) Int J Adv Manuf Technol , vol.34 , pp. 911-925
    • Mahapatra, S.S.1    Patnaik, A.2
  • 16
    • 33847276077 scopus 로고    scopus 로고
    • Modeling of electrical discharge machining process using back propagation neural network and multi-objective optimization using non-dominating sorting genetic algorithm-II
    • Mandal D, Pal SK, Saha P (2007) Modeling of electrical discharge machining process using back propagation neural network and multi-objective optimization using non-dominating sorting genetic algorithm-II. J Mater Process Technol 186:154-162
    • (2007) J Mater Process Technol , vol.186 , pp. 154-162
    • Mandal, D.1    Pal, S.K.2    Saha, P.3
  • 17
    • 44649163801 scopus 로고    scopus 로고
    • An experimental study for optimization of electrical discharge turning (EDT) process
    • Matoorian P, Sulaiman S, Ahmad MMHM (2008) An experimental study for optimization of electrical discharge turning (EDT) process. J Mater Process Technol 204:350-356
    • (2008) J Mater Process Technol , vol.204 , pp. 350-356
    • Matoorian, P.1    Sulaiman, S.2    Ahmad, M.M.H.M.3
  • 18
    • 44749086099 scopus 로고    scopus 로고
    • Statistical analysis of wire electrical discharge turning on material removal rate
    • Mohammadi A, Alireza FT, Ehsan E, Davoud K (2008) Statistical analysis of wire electrical discharge turning on material removal rate. J Mater Process Tech 205:283-289
    • (2008) J Mater Process Tech , vol.205 , pp. 283-289
    • Mohammadi, A.1    Alireza, F.T.2    Ehsan, E.3    Davoud, K.4
  • 19
    • 52649140021 scopus 로고    scopus 로고
    • A new approach to surface roughness and roundness improvement in wire electrical discharge turning based on statistical analysis
    • Mohammadi A, Alireza FT, Ehsan E, Davoud K (2008) A new approach to surface roughness and roundness improvement in wire electrical discharge turning based on statistical analysis. Int J Adv Manuf Technol 39:64-73
    • (2008) Int J Adv Manuf Technol , vol.39 , pp. 64-73
    • Mohammadi, A.1    Alireza, F.T.2    Ehsan, E.3    Davoud, K.4
  • 20
    • 0036700526 scopus 로고    scopus 로고
    • Development of the cylindrical wire electrical discharge machining process: Part1: Concept, design, and material removal rate
    • Qu J, Shih AJ, Scattergood RO (2002) Development of the cylindrical wire electrical discharge machining process: part1: concept, design, and material removal rate. J Manuf Sci Eng 124(3):702-707
    • (2002) J Manuf Sci Eng , vol.124 , Issue.3 , pp. 702-707
    • Qu, J.1    Shih, A.J.2    Scattergood, R.O.3
  • 21
    • 0036700921 scopus 로고    scopus 로고
    • Development of the cylindrical wire electrical discharge machining process: Part2: Surface integrity and roundness
    • Qu J, Shih AJ, Scattergood RO (2002) Development of the cylindrical wire electrical discharge machining process: part2: surface integrity and roundness. J Manuf Sci Eng 124(3):708-714
    • (2002) J Manuf Sci Eng , vol.124 , Issue.3 , pp. 708-714
    • Qu, J.1    Shih, A.J.2    Scattergood, R.O.3
  • 22
    • 33744506088 scopus 로고    scopus 로고
    • Multi response optimization of wire EDM operations using robust design of experiments
    • Ramakrishnan R, Karunamoorthy L (2006) Multi response optimization of wire EDM operations using robust design of experiments. Int J Adv Manuf Technol 29:105-112
    • (2006) Int J Adv Manuf Technol , vol.29 , pp. 105-112
    • Ramakrishnan, R.1    Karunamoorthy, L.2
  • 23
    • 78349236229 scopus 로고    scopus 로고
    • Yarn strength prediction: A practical model based on artificial neural networks
    • Rocco F, Maurizio G (2010) Yarn strength prediction: a practical model based on artificial neural networks. Adv Mech Eng Appl 2010:1-11
    • (2010) Adv Mech Eng Appl , vol.2010 , pp. 1-11
    • Rocco, F.1    Maurizio, G.2
  • 24
    • 0030704498 scopus 로고    scopus 로고
    • Parametric optimization and surface characterization of wire electrical discharge machining process
    • Spedding TA, Wang ZO (1997) Parametric optimization and surface characterization of wire electrical discharge machining process. Precis Eng 20(1):5-15
    • (1997) Precis Eng , vol.20 , Issue.1 , pp. 5-15
    • Spedding, T.A.1    Wang, Z.O.2
  • 25
    • 4043075025 scopus 로고    scopus 로고
    • Optimisation of the electrical discharge machining process using a GA-based neural network
    • Su JC, Kao JY, Tarng YS (2004) Optimisation of the electrical discharge machining process using a GA-based neural network. Int J Adv Manuf Technol 24:81-90
    • (2004) Int J Adv Manuf Technol , vol.24 , pp. 81-90
    • Su, J.C.1    Kao, J.Y.2    Tarng, Y.S.3
  • 26
    • 58149319318 scopus 로고
    • Determination of optimal cutting parameters in wire electrical discharge machining
    • Tarng YS, Ma SC, Chung LK (1995) Determination of optimal cutting parameters in wire electrical discharge machining. Int J Mach Tool Manuf 35:1693-1701
    • (1995) Int J Mach Tool Manuf , vol.35 , pp. 1693-1701
    • Tarng, Y.S.1    Ma, S.C.2    Chung, L.K.3
  • 27
    • 33751536777 scopus 로고    scopus 로고
    • Multi-objective optimization of highspeed electrical discharge machining process using a taguchi fuzzy-based approach
    • Tzeng Y, Chen F (2007) Multi-objective optimization of highspeed electrical discharge machining process using a Taguchi fuzzy-based approach. Mater Des 28:1159-1168
    • (2007) Mater Des , vol.28 , pp. 1159-1168
    • Tzeng, Y.1    Chen, F.2
  • 29
    • 35348905110 scopus 로고    scopus 로고
    • Reliable multi-objective optimization of high speed WEDM process based on Gaussian process regression
    • Yuan J, Wang K, Tao Y., Fang M (2008) Reliable multi-objective optimization of high speed WEDM process based on Gaussian process regression. Int J Mach Tool Manuf 48:47-60
    • (2008) Int J Mach Tool Manuf , vol.48 , pp. 47-60
    • Yuan, J.1    Wang, K.2    Tao, Y.3    Fang, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.