{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T02:08:13Z","timestamp":1773454093869,"version":"3.50.1"},"reference-count":60,"publisher":"Springer Science and Business Media LLC","issue":"18","license":[{"start":{"date-parts":[[2021,3,22]],"date-time":"2021-03-22T00:00:00Z","timestamp":1616371200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,3,22]],"date-time":"2021-03-22T00:00:00Z","timestamp":1616371200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2021,9]]},"DOI":"10.1007\/s00521-021-05844-8","type":"journal-article","created":{"date-parts":[[2021,3,22]],"date-time":"2021-03-22T20:02:47Z","timestamp":1616443367000},"page":"11985-12006","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":61,"title":["A soft computing-based study on WEDM optimization in processing Inconel 625"],"prefix":"10.1007","volume":"33","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7276-1659","authenticated-orcid":false,"given":"Tatjana V.","family":"Sibalija","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sandeep","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9340-7464","authenticated-orcid":false,"given":"G C Manjunath","family":"Patel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5699-5674","authenticated-orcid":false,"family":"Jagadish","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,3,22]]},"reference":[{"issue":"1\u20134","key":"5844_CR1","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1007\/s00170-015-6797-8","volume":"79","author":"V Aggarwal","year":"2015","unstructured":"Aggarwal V, Khangura SS, Garg RK (2015) Parametric modeling and optimization for wire electrical discharge machining of Inconel 718 using response surface methodology. Int J Adv Manuf Technol 79(1\u20134):31\u201347","journal-title":"Int J Adv Manuf Technol"},{"issue":"4","key":"5844_CR2","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1007\/s40430-019-1684-0","volume":"41","author":"GR Chate","year":"2019","unstructured":"Chate GR, Patel GM, Bhushan SB, Parappagoudar MB, Deshpande AS (2019) Comprehensive modelling, analysis and optimization of furan resin-based moulding sand system with sawdust as an additive. J Braz Soc Mech Sci Eng 41(4):183","journal-title":"J Braz Soc Mech Sci Eng"},{"issue":"2","key":"5844_CR3","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1080\/00031305.1999.10474445","volume":"53","author":"V Czitrom","year":"1999","unstructured":"Czitrom V (1999) One-factor-at-a-time versus designed experiments. Am Stat 53(2):126\u2013131","journal-title":"Am Stat"},{"key":"5844_CR4","doi-asserted-by":"publisher","unstructured":"Dan Foresee, F., & Hagan, M. T. (1997). Gauss-Newton approximation to Bayesian learning, Proceedings of International Conference on Neural Networks (ICNN'97), Houston, TX, USA, 1997, pp. 1930-1935 https:\/\/doi.org\/10.1109\/ICNN.1997.614194","DOI":"10.1109\/ICNN.1997.614194"},{"issue":"5","key":"5844_CR5","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1016\/S0167-6911(82)80025-X","volume":"1","author":"JL Deng","year":"1982","unstructured":"Deng JL (1982) Control problems of grey systems. Syst Control Lett 1(5):288\u2013294","journal-title":"Syst Control Lett"},{"issue":"3","key":"5844_CR6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s40430-020-2224-7","volume":"42","author":"D Devarasiddappa","year":"2020","unstructured":"Devarasiddappa D, Chandrasekaran M, Arunachalam R (2020) Experimental investigation and parametric optimization for minimizing surface roughness during WEDM of Ti6Al4V alloy using modified TLBO algorithm. J Braz Soc Mech Sci Eng 42(3):1\u201318","journal-title":"J Braz Soc Mech Sci Eng"},{"issue":"2","key":"5844_CR7","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1007\/s00521-017-3272-5","volume":"30","author":"H Faris","year":"2018","unstructured":"Faris H, Aljarah I, Al-Betar MA, Mirjalili S (2018) Grey wolf optimizer: a review of recent variants and applications. Neural Comput Appl 30(2):413\u2013435","journal-title":"Neural Comput Appl"},{"issue":"1\u20133","key":"5844_CR8","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1504\/IJMTM.2012.047725","volume":"25","author":"R Garg","year":"2012","unstructured":"Garg R, Singh H (2012) Optimisation of process parameters for gap current in wire electrical discharge machining. Int J Manuf Technol Manag 25(1\u20133):161\u2013175","journal-title":"Int J Manuf Technol Manag"},{"issue":"5\u20138","key":"5844_CR9","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1007\/s00170-010-2534-5","volume":"50","author":"RK Garg","year":"2010","unstructured":"Garg RK, Singh KK, Sachdeva A, Sharma VS, Ojha K, Singh S (2010) Review of research work in sinking EDM and WEDM on metal matrix composite materials. Int J Adv Manuf Technol 50(5\u20138):611\u2013624","journal-title":"Int J Adv Manuf Technol"},{"key":"5844_CR10","doi-asserted-by":"crossref","first-page":"38","DOI":"10.4028\/www.scientific.net\/SSP.266.38","volume":"266","author":"A Goyal","year":"2017","unstructured":"Goyal A, Pandey A, Sharma P (2017) Machinability of Inconel 625 aerospace material using cryogenically treated WEDM. Sol State Phenom 266:38\u201342","journal-title":"Sol State Phenom"},{"issue":"1","key":"5844_CR11","doi-asserted-by":"crossref","first-page":"012109","DOI":"10.1088\/1757-899X\/377\/1\/012109","volume":"377","author":"A Goyal","year":"2018","unstructured":"Goyal A, Pandey A, Sharma P (2018) Investigation of surface roughness for Inconel 625 using wire electric discharge machining. IOP Conf Ser: Mater Sci Eng 377(1):012109","journal-title":"IOP Conf Ser: Mater Sci Eng"},{"key":"5844_CR12","doi-asserted-by":"crossref","first-page":"178","DOI":"10.1016\/j.ijpe.2014.09.027","volume":"159","author":"SH Hashemi","year":"2015","unstructured":"Hashemi SH, Karimi A, Tavana M (2015) An integrated green supplier selection approach with analytic network process and improved grey relational analysis. Int J Prod Econom 159:178\u2013191","journal-title":"Int J Prod Econom"},{"issue":"3\u20134","key":"5844_CR13","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1016\/j.ijmachtools.2008.11.003","volume":"49","author":"B Izquierdo","year":"2009","unstructured":"Izquierdo B, S\u00e1nchez JA, Plaza S, Pombo I, Ortega N (2009) A numerical model of the EDM process considering the effect of multiple discharges. Int J Mach Tools Manuf 49(3\u20134):220\u2013229","journal-title":"Int J Mach Tools Manuf"},{"key":"5844_CR14","doi-asserted-by":"crossref","DOI":"10.1002\/0471725331","volume-title":"A user\u2019s guide to principal components","author":"JE Jackson","year":"1991","unstructured":"Jackson JE (1991) A user\u2019s guide to principal components. Wiley, New York"},{"key":"5844_CR15","doi-asserted-by":"crossref","unstructured":"Kennedy, J., & Eberhart, R. (1995). Particle swarm optimization. In Proceedings of ICNN'95-International Conference on Neural Networks, Perth, Australia, 27 Nov \u2013 1 Dec. 1995","DOI":"10.1109\/ICNN.1995.488968"},{"key":"5844_CR16","doi-asserted-by":"crossref","first-page":"1321","DOI":"10.1007\/s00521-016-2644-6","volume":"29","author":"S Khalilpourazari","year":"2018","unstructured":"Khalilpourazari S, Khalilpourazary S (2018) Optimization of production time in the multi-pass milling process via a robust grey wolf optimizer. Neural Comput Appl 29:1321\u20131336","journal-title":"Neural Comput Appl"},{"issue":"2","key":"5844_CR17","doi-asserted-by":"crossref","first-page":"4402","DOI":"10.1016\/j.matpr.2017.12.008","volume":"5","author":"O Kulkarni","year":"2018","unstructured":"Kulkarni O, Kulkarni S (2018) Process parameter optimization in WEDM by grey wolf optimizer. Mater Today Proc 5(2):4402\u20134412","journal-title":"Mater Today Proc"},{"key":"5844_CR18","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1007\/978-981-13-8196-6_22","volume-title":"Advanced engineering optimization through intelligent techniques","author":"GVA Kumar","year":"2020","unstructured":"Kumar GVA, Narasimhamu KL (2020) Multi-objective optimization in WEDM of Inconel 750 Alloy: Application of TOPSIS embedded grey wolf optimizer. Advanced engineering optimization through intelligent techniques. Springer, Singapore, pp 231\u2013240"},{"issue":"4","key":"5844_CR19","doi-asserted-by":"crossref","first-page":"405","DOI":"10.5267\/j.dsl.2018.1.006","volume":"7","author":"P Kumar","year":"2018","unstructured":"Kumar P, Meenu M, Kumar V (2018) Optimization of process parameters for WEDM of Inconel 825 using grey relational analysis. Decis Sci Lett 7(4):405\u2013416","journal-title":"Decis Sci Lett"},{"issue":"5","key":"5844_CR20","doi-asserted-by":"crossref","first-page":"12641","DOI":"10.1016\/j.matpr.2018.02.247","volume":"5","author":"A Kumar","year":"2018","unstructured":"Kumar A, Abhishek K, Vivekananda K, Maity KP (2018) Effect of wire electrode materials on die-corner accuracy for wire electrical discharge machining (WEDM) of Inconel 718. Mater Today: Proc 5(5):12641\u201312648","journal-title":"Mater Today: Proc"},{"key":"5844_CR21","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1007\/978-981-13-1595-4_57","volume-title":"Soft computing for problem solving","author":"A Kumar","year":"2019","unstructured":"Kumar A, Abhishek K, Vivekananda K, Upadhyay C (2019) Experimental study and optimization of process parameters during WEDM taper cutting. Soft computing for problem solving. Springer, Singapore, pp 721\u2013736"},{"key":"5844_CR22","doi-asserted-by":"crossref","first-page":"893","DOI":"10.1007\/978-981-15-0035-0_72","volume-title":"Soft computing for problem solving","author":"A Kumar","year":"2020","unstructured":"Kumar A, Mohanty CP, Bhuyan RK, Shaik AM (2020) Performance analysis and optimization of process parameters in WEDM for Inconel 625 using TLBO couple with FIS. Soft computing for problem solving. Springer, Singapore, pp 893\u2013905"},{"issue":"2","key":"5844_CR23","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1016\/S0007-8506(07)60020-1","volume":"54","author":"M Kunieda","year":"2005","unstructured":"Kunieda M, Lauwers B, Rajurkar KP, Schumacher BM (2005) Advancing EDM through fundamental insight into the process. CIRP Ann 54(2):64\u201387. https:\/\/doi.org\/10.1016\/S0007-8506(07)60020-1","journal-title":"CIRP Ann"},{"issue":"2","key":"5844_CR24","first-page":"662","volume":"20","author":"N Manikandan","year":"2017","unstructured":"Manikandan N, Kumanan S, Sathiyanarayanan C (2017) Multiple performance optimization of electrochemical drilling of Inconel 625 using Taguchi based grey relational analysis. Eng Sci Technol, Int J 20(2):662\u2013671","journal-title":"Eng Sci Technol, Int J"},{"key":"5844_CR25","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.advengsoft.2013.12.007","volume":"69","author":"S Mirjalili","year":"2014","unstructured":"Mirjalili S, Mirjalili SM, Lewis A (2014) Grey wolf optimizer. Adv Eng Softw 69:46\u201361","journal-title":"Adv Eng Softw"},{"key":"5844_CR26","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1016\/j.eswa.2015.10.039","volume":"47","author":"S Mirjalili","year":"2016","unstructured":"Mirjalili S, Saremi S, Mirjalili SM, Coelho LDS (2016) Multi-objective grey wolf optimizer: a novel algorithm for multi-criterion optimization. Exp Syst Appl 47:106\u2013119","journal-title":"Exp Syst Appl"},{"key":"5844_CR27","doi-asserted-by":"publisher","first-page":"1171","DOI":"10.1007\/s10845-014-0942-3","volume":"27","author":"CP Mohanty","year":"2016","unstructured":"Mohanty CP, Mahapatra SS, Singh MR (2016) A particle swarm approach for multi-objective optimization of electrical discharge machining process. J Intel Manuf 27:1171\u20131190. https:\/\/doi.org\/10.1007\/s10845-014-0942-3","journal-title":"J Intel Manuf"},{"issue":"2","key":"5844_CR28","doi-asserted-by":"crossref","first-page":"157","DOI":"10.5267\/j.dsl.2017.6.002","volume":"7","author":"K Mohapatra","year":"2018","unstructured":"Mohapatra K, Sahoo S (2018) A multi objective optimization of gear cutting in WEDM of Inconel 718 using TOPSIS method. Decis Sci Lett 7(2):157\u2013170","journal-title":"Decis Sci Lett"},{"key":"5844_CR29","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/j.measurement.2017.09.040","volume":"114","author":"K Mouralova","year":"2018","unstructured":"Mouralova K, Kovar J, Klakurkova L, Bednar J, Benes L, Zahradnicek R (2018) Analysis of surface morphology and topography of pure aluminium machined using WEDM. Measurement 114:169\u201376","journal-title":"Measurement"},{"issue":"1","key":"5844_CR30","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1080\/10426914.2018.1544714","volume":"34","author":"K Mouralova","year":"2019","unstructured":"Mouralova K, Benes L, Zahradnicek R, Bednar J, Hrabec P, Prokes T, Hrdy R (2019) Analysis of cut orientation through half-finished product using WEDM. Mater Manuf Process 34(1):70\u201382","journal-title":"Mater Manuf Process"},{"issue":"3","key":"5844_CR31","doi-asserted-by":"crossref","first-page":"454","DOI":"10.3390\/ma12030454","volume":"12","author":"A Mukhopadhyay","year":"2019","unstructured":"Mukhopadhyay A, Barman TK, Sahoo P, Davim JP (2019) Modeling and optimization of fractal dimension in wire electrical discharge machining of EN 31 steel using the ANN-GA approach. Materials 12(3):454","journal-title":"Materials"},{"issue":"1","key":"5844_CR32","first-page":"161","volume":"19","author":"BB Nayak","year":"2016","unstructured":"Nayak BB, Mahapatra SS (2016) Optimization of WEDM process parameters using deep cryo-treated Inconel 718 as work material. Eng Sci Technol Int J 19(1):161\u2013170","journal-title":"Eng Sci Technol Int J"},{"key":"5844_CR33","first-page":"1","volume":"2","author":"L Prasad","year":"2020","unstructured":"Prasad L, Upreti M, Yadav A, Patel RV, Kumar V, Kumar A (2020) Optimization of process parameters during WEDM of EN-42 spring steel. SN Appl Sci 2:1\u201311","journal-title":"SN Appl Sci"},{"issue":"5\u20138","key":"5844_CR34","doi-asserted-by":"crossref","first-page":"1249","DOI":"10.1007\/s00170-013-5081-z","volume":"69","author":"G Rajyalakshmi","year":"2013","unstructured":"Rajyalakshmi G, Ramaiah PV (2013) Multiple process parameter optimization of wire electrical discharge machining on Inconel 825 using Taguchi grey relational analysis. Int J Adv Manuf Technol 69(5\u20138):1249\u20131262","journal-title":"Int J Adv Manuf Technol"},{"issue":"35","key":"5844_CR35","doi-asserted-by":"crossref","first-page":"1","DOI":"10.17485\/ijst\/2015\/v8i35\/50946","volume":"8","author":"G Rajyalakshmi","year":"2015","unstructured":"Rajyalakshmi G, Ramaiah V (2015) Application of Taguchi, Fuzzy-Grey relational analysis for process parameters optimization of WEDM on Inconel-825. Indian J Sci Technol 8(35):1\u201312","journal-title":"Indian J Sci Technol"},{"issue":"1","key":"5844_CR36","first-page":"19","volume":"7","author":"R Rao","year":"2016","unstructured":"Rao R (2016) Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems. Int J Ind Eng Comput 7(1):19\u201334","journal-title":"Int J Ind Eng Comput"},{"key":"5844_CR37","first-page":"1","volume":"37","author":"RV Rao","year":"2018","unstructured":"Rao RV, Saroj A (2018) A self-adaptive multi-population based Jaya algorithm for engineering optimization. Swarm Evolut Comput 37:1\u201326","journal-title":"Swarm Evolut Comput"},{"issue":"5","key":"5844_CR38","doi-asserted-by":"crossref","first-page":"1647","DOI":"10.1007\/s40430-016-0568-9","volume":"39","author":"MS Rao","year":"2017","unstructured":"Rao MS, Venkaiah N (2017) A modified cuckoo search algorithm to optimize Wire-EDM process while machining Inconel-690. J Braz Soc Mech Sci Eng 39(5):1647\u20131661","journal-title":"J Braz Soc Mech Sci Eng"},{"issue":"3","key":"5844_CR39","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1016\/j.cad.2010.12.015","volume":"43","author":"RV Rao","year":"2011","unstructured":"Rao RV, Savsani VJ, Vakharia DP (2011) Teaching\u2013learning-based optimization: a novel method for constrained mechanical design optimization problems. Comput-Aided Des 43(3):303\u2013315","journal-title":"Comput-Aided Des"},{"issue":"1","key":"5844_CR40","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ins.2011.08.006","volume":"183","author":"RV Rao","year":"2012","unstructured":"Rao RV, Savsani VJ, Vakharia DP (2012) Teaching\u2013learning-based optimization: an optimization method for continuous non-linear largescale problems. Inform Sci 183(1):1\u201315","journal-title":"Inform Sci"},{"key":"5844_CR41","doi-asserted-by":"crossref","first-page":"572","DOI":"10.1016\/j.applthermaleng.2016.04.135","volume":"103","author":"RV Rao","year":"2016","unstructured":"Rao RV, More K, Taler J, Oc\u0142o\u0144 P (2016) Dimensional optimization of a micro-channel heat sink using Jaya algorithm. Appl Therm Eng 103:572\u2013582","journal-title":"Appl Therm Eng"},{"issue":"1","key":"5844_CR42","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s40430-019-2149-1","volume":"42","author":"A Saffaran","year":"2020","unstructured":"Saffaran A, Moghaddam MA, Kolahan F (2020) Optimization of backpropagation neural network-based models in EDM process using particle swarm optimization and simulated annealing algorithms. J Braz Soc Mech Sci Eng 42(1):1\u201314","journal-title":"J Braz Soc Mech Sci Eng"},{"issue":"4","key":"5844_CR43","first-page":"387","volume":"20","author":"R Sen","year":"2018","unstructured":"Sen R, Choudhuri B, Barma JD, Chakraborti P (2018) Experimental investigation and optimisation of WEDM process for machining maraging steel using neural network based Jaya algorithm. Int J Mach Mach Mater 20(4):387\u2013399","journal-title":"Int J Mach Mach Mater"},{"issue":"3\u20134","key":"5844_CR44","first-page":"1947","volume":"6","author":"P Sharma","year":"2014","unstructured":"Sharma P, Chakradhar D, Narendranath S (2014) Multi-response optimization of WEDM process using hybrid approach while machining Inconel 625 superalloy. J Mach Form Technol 6(3\u20134):1947\u20134369","journal-title":"J Mach Form Technol"},{"key":"5844_CR45","doi-asserted-by":"crossref","first-page":"558","DOI":"10.1016\/j.matdes.2015.09.036","volume":"88","author":"P Sharma","year":"2015","unstructured":"Sharma P, Chakradhar D, Narendranath S (2015) Evaluation of WEDM performance characteristics of Inconel 706 for turbine disk application. Mater Design 88:558\u2013566","journal-title":"Mater Design"},{"issue":"3","key":"5844_CR46","doi-asserted-by":"crossref","first-page":"921","DOI":"10.1007\/s12633-017-9549-6","volume":"10","author":"P Sharma","year":"2018","unstructured":"Sharma P, Chakradhar D, Narendranath S (2018) Analysis and optimization of WEDM performance characteristics of Inconel 706 for aerospace application. Silicon 10(3):921\u2013930","journal-title":"Silicon"},{"issue":"4","key":"5844_CR47","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1016\/j.jmapro.2013.05.001","volume":"15","author":"AV Shayan","year":"2013","unstructured":"Shayan AV, Afza RA, Teimouri R (2013) Parametric study along with selection of optimal solutions in dry wire cut machining of cemented tungsten carbide (WC-Co). J Manuf Proc 15(4):644\u2013658","journal-title":"J Manuf Proc"},{"issue":"4","key":"5844_CR48","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/s40092-014-0081-7","volume":"10","author":"AS Shivade","year":"2014","unstructured":"Shivade AS, Shinde VD (2014) Multi-objective optimization in WEDM of D3 tool steel using integrated approach of Taguchi method & grey relational analysis. J Ind Eng Int 10(4):149\u2013162","journal-title":"J Ind Eng Int"},{"key":"5844_CR49","doi-asserted-by":"publisher","first-page":"105743","DOI":"10.1016\/j.asoc.2019.105743","volume":"84","author":"T Sibalija","year":"2019","unstructured":"Sibalija T (2019) Particle swarm optimisation in designing parameters of manufacturing processes: a review (2008\u20132018). Appl Soft Comput 84:105743. https:\/\/doi.org\/10.1016\/j.asoc.2019.105743","journal-title":"Appl Soft Comput"},{"key":"5844_CR50","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-19255-0","volume-title":"Advanced multiresponse process optimisation","author":"TV Sibalija","year":"2016","unstructured":"Sibalija TV, Majstorovic VD (2016) Advanced multiresponse process optimisation. Springer, Berlin, Germany"},{"issue":"11","key":"5844_CR51","doi-asserted-by":"crossref","first-page":"1147","DOI":"10.3390\/met9111147","volume":"9","author":"T Sibalija","year":"2019","unstructured":"Sibalija T, Petronic S, Milovanovic D (2019) Experimental optimization of nimonic 263 laser cutting using a particle swarm approach. Metals 9(11):1147","journal-title":"Metals"},{"issue":"11","key":"5844_CR52","first-page":"38","volume":"2","author":"VK Singh","year":"2015","unstructured":"Singh VK, Singh S (2015) Multi-objective optimization using Taguchi based grey relational analysis for wire EDM of Inconel 625. J Mater Sci Mech Eng 2(11):38\u201342","journal-title":"J Mater Sci Mech Eng"},{"key":"5844_CR53","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-020-05566-6","author":"M Singh","year":"2020","unstructured":"Singh M, Saxena P, Ramkumar J, Rao RV (2020) Multi-spark numerical simulation of the micro-EDM process: an extension of a single-spark numerical study. Int J Adv Manuf Technol. https:\/\/doi.org\/10.1007\/s00170-020-05566-6","journal-title":"Int J Adv Manuf Technol"},{"key":"5844_CR54","doi-asserted-by":"crossref","first-page":"642","DOI":"10.1016\/j.matpr.2019.05.449","volume":"23","author":"M Subrahmanyam","year":"2020","unstructured":"Subrahmanyam M, Nancharaiah T (2020) Optimization of process parameters in wire-cut EDM of Inconel 625 using Taguchi\u2019s approach. Mater Today: Proc 23:642\u2013646","journal-title":"Mater Today: Proc"},{"key":"5844_CR55","volume-title":"Taguchi\u2019s quality engineering handbook","author":"G Taguchi","year":"2005","unstructured":"Taguchi G, Chowdhury S, Wu Y (2005) Taguchi\u2019s quality engineering handbook. Wiley, Michigan"},{"key":"5844_CR56","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1007\/978-90-481-2311-7_52","volume-title":"Advances in electrical engineering and computational science","author":"M Tanco","year":"2009","unstructured":"Tanco M, Viles E, Pozueta L (2009) Comparing different approaches for design of experiments (DoE). Advances in electrical engineering and computational science. Springer, Dordrecht, pp 611\u2013621"},{"issue":"1","key":"5844_CR57","first-page":"222","volume":"20","author":"DR Unune","year":"2017","unstructured":"Unune DR, Mali HS (2017) Experimental investigation on low-frequency vibration assisted micro-WEDM of Inconel 718. Eng Sci Technol Int J 20(1):222\u2013231","journal-title":"Eng Sci Technol Int J"},{"issue":"6","key":"5844_CR58","doi-asserted-by":"crossref","first-page":"2824","DOI":"10.1016\/j.eswa.2013.10.015","volume":"41","author":"ZX Wang","year":"2014","unstructured":"Wang ZX, Wang YY (2014) Evaluation of the provincial competitiveness of the Chinese high-tech industry using an improved TOPSIS method. Exp Syst Appl 41(6):2824\u20132831","journal-title":"Exp Syst Appl"},{"issue":"7","key":"5844_CR59","doi-asserted-by":"crossref","first-page":"2113","DOI":"10.1007\/s00521-016-2796-4","volume":"30","author":"Y Yusoff","year":"2018","unstructured":"Yusoff Y, Zain AM, Sharif S, Sallehuddin R, Ngadiman MS (2018) Potential ANN prediction model for multiperformances WEDM on Inconel 718. Neural Comput Appl 30(7):2113\u20132127","journal-title":"Neural Comput Appl"},{"key":"5844_CR60","doi-asserted-by":"crossref","first-page":"937","DOI":"10.1007\/s10845-019-01487-8","volume":"31","author":"X Zhang","year":"2019","unstructured":"Zhang X, Liu Y, Wu X, Niu Z (2019) Intelligent pulse analysis of high-speed electrical discharge machining using different RNNs. J Intel Manuf 31:937\u2013951","journal-title":"J Intel Manuf"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-021-05844-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-021-05844-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-021-05844-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,26]],"date-time":"2024-08-26T15:41:18Z","timestamp":1724686878000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-021-05844-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,22]]},"references-count":60,"journal-issue":{"issue":"18","published-print":{"date-parts":[[2021,9]]}},"alternative-id":["5844"],"URL":"https:\/\/doi.org\/10.1007\/s00521-021-05844-8","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,3,22]]},"assertion":[{"value":"28 August 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 February 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 March 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Authors declare that there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}