Streamlined numerical modeling of solid particle impacts and erosion using a fully eulerian technique: An experimentally validated comparison to Lagrangian and meshfree methods
{"title":"Streamlined numerical modeling of solid particle impacts and erosion using a fully eulerian technique: An experimentally validated comparison to Lagrangian and meshfree methods","authors":"John Magliaro , Marcello Papini","doi":"10.1016/j.wear.2025.205918","DOIUrl":null,"url":null,"abstract":"<div><div>Solid particle erosion modeling is a highly demanding task that, despite the enormous growth in global computing power in recent decades, often requires significant time and geometric scaling compared to real-world phenomena to achieve reasonable execution times. This study considered the simulation of solid angular particle impacts against AA6061-T6 and oxygen free high conductivity (OFHC) copper targets, and multi-particle erosion by 150 μm diameter alumina powder in AA6061-T6, using conventional Lagrangian finite element method (FEM), smoothed particle hydrodynamics (SPH) and fully Eulerian models. The simulations were compared based on their computational efficiency and validated using published experimental data from Papini's research group. The Eulerian models predicted crater profiles and rebound kinematics for planar impacts, up to 88 m/s, with a 12.1 % average relative error compared to 15.9 % and 21.3 % for the SPH and FEM models, respectively. The Eulerian models also accurately predicted surface chipping despite the omission of a material failure algorithm. For the multi-particle simulations, crater size and volume distributions from 372 randomized impacts and steady-state erosion rates imparted by 1.5 g/min, 117 m/s incident alumina powder jets were predicted within 15 % of experimental values for the Eulerian and SPH models. The execution times were, on average, 2.2 times faster for the Eulerian models than the complementary SPH models and 6.5 times faster than conventional FEM. These findings highlight opportunities for the development of numerical models of erosion phenomena with more realistic physical domains, and greater accessibility to professionals with limited computational resources.</div></div>","PeriodicalId":23970,"journal":{"name":"Wear","volume":"570 ","pages":"Article 205918"},"PeriodicalIF":6.1000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Wear","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0043164825001875","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MECHANICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Solid particle erosion modeling is a highly demanding task that, despite the enormous growth in global computing power in recent decades, often requires significant time and geometric scaling compared to real-world phenomena to achieve reasonable execution times. This study considered the simulation of solid angular particle impacts against AA6061-T6 and oxygen free high conductivity (OFHC) copper targets, and multi-particle erosion by 150 μm diameter alumina powder in AA6061-T6, using conventional Lagrangian finite element method (FEM), smoothed particle hydrodynamics (SPH) and fully Eulerian models. The simulations were compared based on their computational efficiency and validated using published experimental data from Papini's research group. The Eulerian models predicted crater profiles and rebound kinematics for planar impacts, up to 88 m/s, with a 12.1 % average relative error compared to 15.9 % and 21.3 % for the SPH and FEM models, respectively. The Eulerian models also accurately predicted surface chipping despite the omission of a material failure algorithm. For the multi-particle simulations, crater size and volume distributions from 372 randomized impacts and steady-state erosion rates imparted by 1.5 g/min, 117 m/s incident alumina powder jets were predicted within 15 % of experimental values for the Eulerian and SPH models. The execution times were, on average, 2.2 times faster for the Eulerian models than the complementary SPH models and 6.5 times faster than conventional FEM. These findings highlight opportunities for the development of numerical models of erosion phenomena with more realistic physical domains, and greater accessibility to professionals with limited computational resources.
期刊介绍:
Wear journal is dedicated to the advancement of basic and applied knowledge concerning the nature of wear of materials. Broadly, topics of interest range from development of fundamental understanding of the mechanisms of wear to innovative solutions to practical engineering problems. Authors of experimental studies are expected to comment on the repeatability of the data, and whenever possible, conduct multiple measurements under similar testing conditions. Further, Wear embraces the highest standards of professional ethics, and the detection of matching content, either in written or graphical form, from other publications by the current authors or by others, may result in rejection.