Spatial clustering strategies for hierarchical multi-scale modelling of metal plasticity

Abstract

In multi-scale simulations of material forming processes, macroscopic zones of nearly homogeneous strain response occur. In such zones the evolution of plastic anisotropy at each finite element integration point can be approximated from the properties at a representative point. We show how these zones can be identified by a clustering algorithm and can be utilized to reduce the computational cost of the simulation.