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Numerical modelling of metal forming by SPH with multi-gpu acceleration

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dc.contributor.author Islam, Md Rushdie Ibne
dc.date.accessioned 2025-08-11T04:32:09Z
dc.date.available 2025-08-11T04:32:09Z
dc.date.issued 2019
dc.identifier.uri https://www.sae.org/publications/technical-papers/content/2019-01-1085/
dc.identifier.uri http://dspace.bits-pilani.ac.in:8080/jspui/handle/123456789/19166
dc.description.abstract Large material distortion, plastic deformation and forging make the numerical modelling of metal forming a difficult task. Grid-based methods such as the Finite Element Method (FEM) are incapable of simulating this process as these schemes suffer from mesh distortion and mesh entanglement. The mesh-based numerical frameworks with discontinuous enrichment can model finite deformation problems with limited success. Moreover, the presence of flaws, multiple crack surfaces and their interaction make the simulation even more numerically and computationally intensive. In this regard, Lagrangian particle-based meshfree methods are more relevant. There exist several mesh-free methods and among these Smoothed Particle Hydrodynamics (SPH) is a truly meshfree method. In SPH the computational domain is discretised by a set of particles. A given particle interacts only with its neighbouring particles through a kernel function with a constant radius. The interaction between particles stops when the particles move out of each other’s influence domain. Due to the absence of mesh/grids, SPH is naturally equipped to handle large deformation problems. Based on SPH, a solver with multi GPU acceleration for modelling metal forming process is developed. SPH provides a detailed insight into the material deformation, accumulation of plastic strain, and material flow patterns. The effect of different parameters and their influence can also be investigated. The material hardening effects are considered. The presence of voids in the material, the asymmetry in the forging process, the material flaws and their interaction and evolution over time can be modelled accurately. In the present work, we discuss the current needs for a computational framework for metal forming, the limitations of existing simulation software and the potential advantages and disadvantages of SPH. en_US
dc.language.iso en en_US
dc.publisher SAE International en_US
dc.subject Civil engineering en_US
dc.subject Smoothed particle hydrodynamics (SPH) en_US
dc.subject Mesh-free methods en_US
dc.subject Metal forming simulation en_US
dc.subject Plastic deformation en_US
dc.title Numerical modelling of metal forming by SPH with multi-gpu acceleration en_US
dc.type Article en_US


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