Özdemir, İzzetOzdemir, IzzetManufacturing Engineering2024-07-052024-07-05201490020-74031879-216210.1016/j.ijmecsci.2014.05.0292-s2.0-84903312197https://doi.org/10.1016/j.ijmecsci.2014.05.029https://hdl.handle.net/20.500.14411/175This study focuses on the expansion of metallic micro rings under internal pressure using a grain level three dimensional finite element analysis in combination with a rate dependent crystal plasticity constitutive model. The size effect due to grain statistics such as grain orientations and number of grains through the thickness is investigated to a certain depth, in terms of final geometries and the scatter involved. The findings of the study could be used as the preliminary guidelines for suitable material selection in stretching dominated microforming operations. (C) 2014 Elsevier Ltd. All rights reserved.eninfo:eu-repo/semantics/closedAccessStatistical size effectCrystal plasticityMicroformingArticleQ1875259WOS:000342477100005