Image-Based FEM Modeling of the Stress State in Hypereutectic High-Chromium Cast Irons
DOI:
https://doi.org/10.31643/2028/6445.33Keywords:
hypereutectic high-chromium cast iron, image-based FEM, thermal stresses, M7C3 carbides, microstructure analysis, finite element modeling.Abstract
We developed an approach to analyze local thermal stresses in hypereutectic high-chromium cast irons using image-based finite element modeling (FEM) based on real metallographic images. Model preparation included Otsu thresholding of the microstructure, filtering noise objects, and directly assigning the spatial phase distribution from the binarized image without intermediate geometry construction in computer-aided design (CAD) systems. To verify the proposed approach, Drawing Exchange Format (DXF)-based and image-based FEM models constructed from the same microstructural data were compared, and the influence of finite element size on the calculated stress state was investigated. The results showed that, with a progressive reduction in finite element size, the image-based simulation results approached those obtained using the DXF-based models despite the discrete pixel-based representation of the phase boundaries. The image-based approach reproduces the main features of the local stress distributions obtained using the DXF-based models while eliminating the need for image vectorization and intermediate CAD/DXF geometry construction, thereby substantially simplifying the preparation of computational models of real microstructures. The obtained results confirm the applicability of image-based FEM for comparative analysis of local thermal stress distributions in complex multiphase microstructures of high-chromium cast irons.
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Karantzalis E, Lekatou A, Mavros H. Microstructure and properties of high chromium cast irons: effect of heat treatments and alloying additions. International Journal of Cast Metals Research. 2009; 22(6):448-456. https://doi.org/10.1179/174313309X436637
Coronado J.J. Effect of (Fe,Cr)7C3 carbide orientation on abrasion wear resistance and fracture toughness. Wear. 2011; 270(3-4):287-293. https://doi.org/10.1016/j.wear.2010.10.070
Jokari-Sheshdeh M, Ali Y, Gallo SC, Lin W, Gates JD. Effect of Cr: Fe ratio on the mechanical properties of (Cr, Fe)7C3 ternary carbides in abrasion-resistant white cast irons. Journal of Materials Science. 2023; 58:7504-7521. https://doi.org/10.1007/s10853-023-08461-z
Wiengmoon A. Carbides in high chromium cast irons. Naresuan University Engineering Journal. 2011; 6(1):64-71. https://doi.org/10.14456/nuej.2011.6
Li Y, Gu L, Du M, et al. Microstructure and properties of hypereutectic high chromium cast iron containing nitrogen. Materials Science and Technology. 2024; 40(1):26-41. https://doi.org/10.1177/02670836231212611
Panichkin AV, Korotenko RY, Kenzhegulov AK, et al. Porosity and non-metallic inclusions in cast iron produced with a high proportion of scrap. Kompleksnoe Ispolzovanie Mineralnogo Syra = Complex Use of Mineral Resources. 2022; 323(4):68–76. https://doi.org/10.31643/2022/6445.42
Panichkin A, Uskenbayeva A, Kenzhegulov A, Mamaeva A, Imbarova A, Kshibekova B, Alibekov Zh, Nurhadiyanto D, Yunita I. Assessment of the effect of small additions of some rare earth elements on the structure and mechanical properties of castings from hypereutectic chromium white irons. AIMS Materials Science. 2023; 10(3):517–540. https://doi.org/10.3934/matersci.2023029
Panichkin AV, Wieleba WK, Uskenbayeva AM, Kenzhegulov AK, Mamayeva AA, Kvyatkovskii SA, Kasenova BA, Imbarova AT. Effect of thermal treatment of chromium iron melts on the structure and properties of castings. Materials Research Express. 2023; 10:086502. https://doi.org/10.1088/2053-1591/acead7
Panichkin AV, Mamaeva AA, Kenzhegulov AK, Kshibekova BB, Uskenbaeva AM, Imbarova AT. The influence of cooling rate on the structure and properties of castings of hypereutectic high-chromium cast iron when they are modified with B, Bi, Sb, Sn, Ca. AIMS Materials Science. 2024; 11(1):58–80. https://doi.org/10.3934/matersci.2024003
Panichkin AV, Mamaeva AA, Kenzhegulov AK, Kshibekova BB, Uskenbaeva AM, Imbarova AT, Alibekov Zh. Effect of carbon and cooling rate on the structure of hypereutectic high chromium cast iron in the cast state and after heat treatment. Journal of Composites Science. 2023; 7(12):483. https://doi.org/10.3390/jcs7120483
Albertin E, Sinatora A. Effect of carbide fraction and matrix microstructure on the wear of cast iron balls tested in a laboratory ball mill. Wear. 2001; 250:492-501. https://doi.org/10.1016/S0043-1648(01)00664-0
Wang J, Liu T, Xing X, Li J, Qi X, Yang Q. Study of the wear resistance of hypereutectic Fe-Cr-C hardfacing alloy reinforced with carbide particles. Materials Research Express. 2022; 9:106507. https://doi.org/10.1088/2053-1591/ac94b6
Evans LM, Sözümert E, Keenan BE, et al. A Review of Image-Based Simulation Applications in High-Value Manufacturing. Archives of Computational Methods in Engineering. 2023; 30:1495-1552. https://doi.org/10.1007/s11831-022-09836-2
Reid A, Langer S, Lua RC, et al. Image-based finite element mesh construction for material microstructures. Computational Materials Science. 2008; 43(4):989-999. https://doi.org/10.1016/j.commatsci.2008.02.016
Golt MC, Hernández-Rivera E. An Automated Workflow for Meshing Evolving Microstructures from High-Throughput Grain Growth Simulations. Proceedings of the COMSOL Conference, Boston, USA. 2018.
Gu D, He B. Finite Element Simulation and Experimental Investigation of Residual Stresses in Selective Laser Melted Ti-Ni Shape Memory Alloy. Computational Materials Science. 2016; 117:221-232. https://doi.org/10.1016/j.commatsci.2016.01.044
Li Y, Zhou K, Tan P, Tor SB, Chua CK, Leong KF. Modelling temperature and residual stress fields in selective laser melting. International Journal of Mechanical Sciences. 2018; 136:24-35. https://doi.org/10.1016/j.ijmecsci.2017.12.001
Schneider CA, Rasband WS, Eliceiri KW. NIH Image to ImageJ: 25 Years of Image Analysis. Nature Methods. 2012; 9:671-675. https://doi.org/10.1038/nmeth.2089
Otsu N. A Threshold Selection Method from Gray-Level Histograms. IEEE Transactions on Systems, Man, and Cybernetics. 1979; 9:62-66. https://doi.org/10.1109/TSMC.1979.4310076
Gonzalez RC, Woods RE. Digital Image Processing. 4th ed. Pearson Education. 2018, 1022.
Raghavan V. C-Cr-Fe (Carbon-Chromium-Iron). Journal of Phase Equilibria. 2002; 23:513–514. https://doi.org/10.1361/105497102770331226
Khvan AV, Hallstedt B, Broeckmann C. A thermodynamic evaluation of the Fe–Cr–C system. CALPHAD: Computer Coupling of Phase Diagrams and Thermochemistry. 2014; 46:24-33. https://doi.org/10.1016/j.calphad.2014.01.002
Maldonado-Ruiz SI, et al. Effect of V-Ti on the Microstructure and Abrasive Wear Behavior of 6CrC Cast Steel Mill Balls. Journal of Minerals and Materials Characterization and Engineering. 2014; 2:383-391. http://dx.doi.org/10.4236/jmmce.2014.25043
Richter F. The Physical Properties of Steels: The 100 Steels Programme. Part I: Tables and Figures. Mülheim an der Ruhr, Germany. https://www.tugraz.at/fileadmin/user_upload/Institute/IEP/Thermophysics_Group/Files/Staehle-Richter.pdf
Xiao B, Xing JD, Feng J, Li YF, Zhou CT, Su W, Xie XJ, Chen YH. Theoretical study on the stability and mechanical property of Cr₇C₃. Physica B. 2008; 403(13-16):2273–2281. https://doi.org/10.1016/j.physb.2007.12.012
Sun L, Ji X, Zhao L, Zhai W, Xu L, Dong H, Liu Y, Peng J. First Principles Investigation of Binary Chromium Carbides Cr7C3, Cr3C2 and Cr23C6: Electronic Structures, Mechanical Properties and Thermodynamic Properties under Pressure. Materials. 2022; 15(2):558. https://doi.org/10.3390/ma15020558
COMSOL Multiphysics® v. 6.1. Reference Manual. COMSOL AB, Stockholm, Sweden. 2022.
Wang J, Xing X, Zhou Y, et al. Formation mechanism of ultrafine M7C3 carbide in a hypereutectic Fe-25Cr-4C-0.5Ti-0.5Nb-0.2N-2LaAlO3 hardfacing alloy layer. Journal of Materials Research and Technology. 2020; 9(4):7711-7720. https://doi.org/10.1016/j.jmrt.2020.05.039
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