{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,16]],"date-time":"2026-04-16T16:52:16Z","timestamp":1776358336206,"version":"3.51.2"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"1-4","license":[{"start":{"date-parts":[[2018,1,24]],"date-time":"2018-01-24T00:00:00Z","timestamp":1516752000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","award":["SFRH\/BPD\/101465\/2014"],"award-info":[{"award-number":["SFRH\/BPD\/101465\/2014"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Adv Manuf Technol"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1007\/s00170-018-1604-y","type":"journal-article","created":{"date-parts":[[2018,1,24]],"date-time":"2018-01-24T22:37:58Z","timestamp":1516833478000},"page":"561-580","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":32,"title":["Numerical study on the effect of mechanical properties variability in sheet metal forming processes"],"prefix":"10.1007","volume":"96","author":[{"given":"P. A.","family":"Prates","sequence":"first","affiliation":[]},{"given":"A. S.","family":"Adaixo","sequence":"additional","affiliation":[]},{"given":"M. C.","family":"Oliveira","sequence":"additional","affiliation":[]},{"given":"J. V.","family":"Fernandes","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,1,24]]},"reference":[{"key":"1604_CR1","doi-asserted-by":"publisher","first-page":"3229","DOI":"10.1007\/s00170-016-8436-4","volume":"86","author":"C Huang","year":"2016","unstructured":"Huang C, Radi B, El Hami A (2016) Uncertainty analysis of deep drawing using surrogate model based probabilistic method. Int J Adv Manuf Technol 86:3229\u20133240. https:\/\/doi.org\/10.1007\/s00170-016-8436-4","journal-title":"Int J Adv Manuf Technol"},{"key":"1604_CR2","doi-asserted-by":"publisher","first-page":"819","DOI":"10.1063\/1.2011323","volume":"778","author":"YQ Li","year":"2005","unstructured":"Li YQ, Cui ZS, Ruan XY, Zhang DJ (2005) Application of six sigma robust optimization in sheet metal forming. AIP Conf Proc 778:819\u2013824. https:\/\/doi.org\/10.1063\/1.2011323","journal-title":"AIP Conf Proc"},{"key":"1604_CR3","first-page":"442","volume":"33","author":"M Wang","year":"2013","unstructured":"Wang M, Li DS, Li XQ, Yang WJ (2013) Probabilistic design of uncertainty for aluminum alloy sheet in rubber fluid forming process. Rev Adv Mater Sci 33:442\u2013451","journal-title":"Rev Adv Mater Sci"},{"key":"1604_CR4","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1016\/j.jmatprotec.2013.08.008","volume":"214","author":"JH Wiebenga","year":"2014","unstructured":"Wiebenga JH, Atzema EH, An YG, Vegter H, Van Den Boogaard AH (2014) Effect of material scatter on the plastic behavior and stretchability in sheet metal forming. J Mater Process Technol 214:238\u2013252. https:\/\/doi.org\/10.1016\/j.jmatprotec.2013.08.008","journal-title":"J Mater Process Technol"},{"key":"1604_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jmatprotec.2007.09.075","volume":"203","author":"T Souza De","year":"2008","unstructured":"De Souza T, Rolfe B (2008) Multivariate modelling of variability in sheet metal forming. J Mater Process Technol 203:1\u201312. https:\/\/doi.org\/10.1016\/j.jmatprotec.2007.09.075","journal-title":"J Mater Process Technol"},{"key":"1604_CR6","doi-asserted-by":"publisher","first-page":"1756","DOI":"10.1016\/j.ijmecsci.2010.09.009","volume":"52","author":"T Souza De","year":"2010","unstructured":"De Souza T, Rolfe BF (2010) Characterising material and process variation effects on springback robustness for a semi-cylindrical sheet metal forming process. Int J Mech Sci 52:1756\u20131766. https:\/\/doi.org\/10.1016\/j.ijmecsci.2010.09.009","journal-title":"Int J Mech Sci"},{"key":"1604_CR7","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1007\/s00170-010-2624-4","volume":"51","author":"L Marretta","year":"2010","unstructured":"Marretta L, Di Lorenzo R (2010) Influence of material properties variability on springback and thinning in sheet stamping processes: a stochastic analysis. Int J Adv Manuf Technol 51:117\u2013134. https:\/\/doi.org\/10.1007\/s00170-010-2624-4","journal-title":"Int J Adv Manuf Technol"},{"key":"1604_CR8","doi-asserted-by":"publisher","first-page":"350","DOI":"10.1016\/S0924-0136(01)01219-5","volume":"121","author":"V Karthik","year":"2002","unstructured":"Karthik V, Comstock RJ, Hershberger DL, Wagoner RH (2002) Variability of sheet formability and formability testing. J Mater Process Technol 121:350\u2013362. https:\/\/doi.org\/10.1016\/S0924-0136(01)01219-5","journal-title":"J Mater Process Technol"},{"key":"1604_CR9","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1007\/s12289-010-1020-9","volume":"4","author":"V Goedel","year":"2011","unstructured":"Goedel V, Merklein M (2011) Variation of deep drawing steel grades\u2019 properties in dependency of the stress state and its impact on FEA. Int J Mater Form 4:183\u2013192. https:\/\/doi.org\/10.1007\/s12289-010-1020-9","journal-title":"Int J Mater Form"},{"key":"1604_CR10","doi-asserted-by":"publisher","first-page":"547","DOI":"10.1016\/j.ijmecsci.2009.05.007","volume":"51","author":"PA Eggertsen","year":"2009","unstructured":"Eggertsen PA, Mattiasson K (2009) On the modelling of the bending-unbending behaviour for accurate springback predictions. Int J Mech Sci 51:547\u2013563. https:\/\/doi.org\/10.1016\/j.ijmecsci.2009.05.007","journal-title":"Int J Mech Sci"},{"key":"1604_CR11","doi-asserted-by":"publisher","first-page":"804","DOI":"10.1016\/j.ijmecsci.2010.01.008","volume":"52","author":"PA Eggertsen","year":"2010","unstructured":"Eggertsen PA, Mattiasson K (2010) On constitutive modeling for springback analysis. Int J Mech Sci 52:804\u2013818. https:\/\/doi.org\/10.1016\/j.ijmecsci.2010.01.008","journal-title":"Int J Mech Sci"},{"key":"1604_CR12","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1016\/j.matdes.2005.05.008","volume":"28","author":"M Firat","year":"2007","unstructured":"Firat M (2007) U-channel forming analysis with an emphasis on springback deformation. Mater Des 28:147\u2013154. https:\/\/doi.org\/10.1016\/j.matdes.2005.05.008","journal-title":"Mater Des"},{"key":"1604_CR13","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/S0924-0136(01)01110-4","volume":"120","author":"G Liu","year":"2002","unstructured":"Liu G, Lin Z, Xu W, Bao Y (2002) Variable blankholder force in U-shaped part forming for eliminating springback error. J Mater Process Technol 120:259\u2013264","journal-title":"J Mater Process Technol"},{"issue":"11","key":"1604_CR14","doi-asserted-by":"publisher","first-page":"4633","DOI":"10.1007\/s40430-017-0778-9","volume":"39","author":"R Lu","year":"2017","unstructured":"Lu R, Liu X, Xu Z, Hu X, Shao Y, Liu L (2017) Simulation of springback variation in the U-bending of tailor rolled blanks. J Braz Soc Mech Sci Eng 39(11):4633\u20134647. https:\/\/doi.org\/10.1007\/s40430-017-0778-9","journal-title":"J Braz Soc Mech Sci Eng"},{"key":"1604_CR15","doi-asserted-by":"publisher","first-page":"516","DOI":"10.1016\/j.ijplas.2006.07.003","volume":"23","author":"MC Oliveira","year":"2007","unstructured":"Oliveira MC, Alves JL, Chaparro BM, Menezes LF (2007) Study on the influence of work-hardening modeling in springback prediction. Int J Plast 23:516\u2013543. https:\/\/doi.org\/10.1016\/j.ijplas.2006.07.003","journal-title":"Int J Plast"},{"key":"1604_CR16","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1016\/S0924-0136(02)00393-X","volume":"126","author":"L Papeleux","year":"2002","unstructured":"Papeleux L, Ponthot J (2002) Finite element simulation of springback in sheet metal forming. J Mater Process Technol 126:785\u2013791. https:\/\/doi.org\/10.1016\/S0924-0136(02)00393-X","journal-title":"J Mater Process Technol"},{"key":"1604_CR17","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/S0924-0136(99)00345-3","volume":"97","author":"LF Menezes","year":"2000","unstructured":"Menezes LF, Teodosiu C (2000) Three-dimensional numerical simulation of the deep-drawing process using solid finite elements. J Mater Process Technol 97:100\u2013106. https:\/\/doi.org\/10.1016\/S0924-0136(99)00345-3","journal-title":"J Mater Process Technol"},{"key":"1604_CR18","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/s11831-015-9159-7","volume":"24","author":"DM Neto","year":"2017","unstructured":"Neto DM, Oliveira MC, Menezes LF (2017) Surface smoothing procedures in computational contact mechanics. Arch Comput Meth Eng 24:37\u201387. https:\/\/doi.org\/10.1007\/s11831-015-9159-7","journal-title":"Arch Comput Meth Eng"},{"key":"1604_CR19","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1098\/rspa.1948.0045","volume":"193","author":"R Hill","year":"1948","unstructured":"Hill R (1948) A theory of yielding and plastic flow of anisotropic metals. Proc R Soc Lond 193:281\u2013297","journal-title":"Proc R Soc Lond"},{"key":"1604_CR20","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/0022-5096(52)90002-1","volume":"1","author":"HW Swift","year":"1952","unstructured":"Swift HW (1952) Plastic instability under plane stress. J Mech Phys Solids 1:1\u201318","journal-title":"J Mech Phys Solids"},{"key":"1604_CR21","unstructured":"Alves JL (2003) Simula\u00e7\u00e3o num\u00e9rica do porcesso de estampagem de chapas met\u00e1licas. Dissertation, University of Minho"},{"key":"1604_CR22","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1016\/j.jmatprotec.2007.02.033","volume":"190","author":"RK Verma","year":"2007","unstructured":"Verma RK, Haldar A (2007) Effect of normal anisotropy on springback. J Mater Process Technol 190:300\u2013304. https:\/\/doi.org\/10.1016\/j.jmatprotec.2007.02.033","journal-title":"J Mater Process Technol"},{"key":"1604_CR23","doi-asserted-by":"publisher","first-page":"3577","DOI":"10.1016\/j.prostr.2016.06.446","volume":"2","author":"S Msolli","year":"2016","unstructured":"Msolli S, Ben Bettaieb M, Abed-Meraim F (2016) Combined effect of damage and plastic anisotropy on the ductility limit of thin metal sheets. Procedia Struct Integr 2:3577\u20133584. https:\/\/doi.org\/10.1016\/j.prostr.2016.06.446","journal-title":"Procedia Struct Integr"},{"key":"1604_CR24","doi-asserted-by":"publisher","first-page":"1288","DOI":"10.1016\/j.jmatprotec.2012.01.016","volume":"212","author":"D Aspenberg","year":"2012","unstructured":"Aspenberg D, Larsson R, Nilsson L (2012) An evaluation of the statistics of steel material model parameters. J Mater Process Technol 212:1288\u20131297. https:\/\/doi.org\/10.1016\/j.jmatprotec.2012.01.016","journal-title":"J Mater Process Technol"},{"key":"1604_CR25","doi-asserted-by":"publisher","DOI":"10.21236\/ADA009402","volume-title":"Design and testing of a generalized reduced gradient code for nonlinear optimization","author":"LS Lasdon","year":"1975","unstructured":"Lasdon LS, Waren AD, Jain A, Ratner MW (1975) Design and testing of a generalized reduced gradient code for nonlinear optimization. NTIS National Technical Information Service U. S. Department of Commerce, Cleveland"},{"key":"1604_CR26","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 53:126\u2013131","journal-title":"Am Stat"},{"key":"1604_CR27","unstructured":"Wass J (2010) First steps in experimental design\u2014the screening experiment. J Valid Technol 49\u201357"},{"key":"1604_CR28","doi-asserted-by":"crossref","unstructured":"Bonte MHA (2007) Optimization strategies for metal forming processes. Dissertation, University of Twente","DOI":"10.1007\/3-540-69845-0_4"},{"key":"1604_CR29","doi-asserted-by":"crossref","DOI":"10.1201\/b18619","volume-title":"Handbook of design and analysis of experiments","author":"A Dean","year":"2015","unstructured":"Dean A, Morris M, Stufken J, Bingham D (2015) Handbook of design and analysis of experiments. CRC Press, New York"}],"container-title":["The International Journal of Advanced Manufacturing Technology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00170-018-1604-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00170-018-1604-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00170-018-1604-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T18:38:18Z","timestamp":1719772698000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00170-018-1604-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1,24]]},"references-count":29,"journal-issue":{"issue":"1-4","published-print":{"date-parts":[[2018,4]]}},"alternative-id":["1604"],"URL":"https:\/\/doi.org\/10.1007\/s00170-018-1604-y","relation":{},"ISSN":["0268-3768","1433-3015"],"issn-type":[{"value":"0268-3768","type":"print"},{"value":"1433-3015","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1,24]]},"assertion":[{"value":"15 August 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 January 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 January 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}