Integrating Stamping-Induced Material Property Variations into FEM Models for Structural Performance Simulation of Sheet-Metal Components
Source abstract
Abstract
The accurate prediction of structural performance in sheet-metal components is critical for optimizing design and ensuring reliability in engineering applications. This study emphasizes the necessity of incorporating non-uniformities induced by stamping processes, such as thickness variation and work-hardening effects, into Finite Element Method (FEM) simulations. Experimental and computational analyses reveal that neglecting these variations results in significant discrepancies, particularly in displacement predictions, where deviations exceeding 50% were observed at specific points. While elastic behavior showed reasonable agreement with experimental results, plastic deformation predictions were notably less accurate due to the inherent inhomogeneities of the real work-hardening model compared to the uniform assumptions in standard FEM models. These findings underscore the need for improved methodologies in mapping stamping-induced material properties and validating simulation results. Further refinement of mapping accuracy and validation techniques is essential for enhancing the predictive capabilities of FEM simulations for complex sheet-metal components.
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Research context
OpenAlex topics: Metal Forming Simulation Techniques · Metallurgy and Material Forming · Laser and Thermal Forming Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Enzo Ferrari Department of Engineering, University of Modena and Reggio Emilia, Via P. Vivarelli 10, 41125 Modena, Italy
FISA Fabbrica Italiana Sedili Autoferroviari Srl, Via Giovanni De Simon 6, 33010 Rivoli di Osoppo, Italy
Funding
FISA Fabbrica Italiana Sedili Autoferroviari Srl
References (27)
Show source-provided references
1. Strategies for improving the sustainability of structural metals10.1038/s41586-019-1702-5 ↗
2. Material characterization for plane and curved sheets using the in-plane torsion test—An overview10.1016/j.jmatprotec.2018.02.030 ↗
3. Thermo-mechanical analysis of the exhaust manifold of a high performance turbocharged engine10.4028/www.scientific.net/KEM.774.307 ↗
4. An analysis of springback in sheet metal bending using finite element method (FEM)10.1016/j.jmatprotec.2006.12.026 ↗
5. Influence of material properties variability on springback and thinning in sheet stamping processes: A stochastic analysis10.1007/s00170-010-2624-4 ↗
6. Barbieri, S.G., Mangeruga, V., Giacopini, M., and Mantovani, S. (2022, January 5–8). Structural analysis of the forming process for hairpin windings for electric motor applications: Torsional-flexural instability issues. Proceedings of the 2022 International Conference on Electrical Machines (ICEM), Valencia, Spain.10.1109/ICEM51905.2022.9910827 ↗
7. Influence of manufacturing constraints on the topology optimization of an automotive dashboard10.1016/j.promfg.2017.07.296 ↗
8. Pepelnjak, T., Sevsek, L., Luzanin, O., and Milutinovic, M. (2022). Finite Element Simplifications and Simulation Reliability in Single Point Incremental Forming. Materials, 15.10.3390/ma15103707 ↗
9. Variation simulation for deformable sheet metal assemblies using finite element methods10.1115/1.2831115 ↗
10. On the prediction of strength and deformation anisotropy of automotive sheets for stamping formability analysis10.1007/s40430-021-03276-y ↗
11. Improvement of sheet metal formability by local work-hardening with punch indentation10.1007/s11740-019-00910-6 ↗
12. Modeling the strain localization of shell elements subjected to combined stretch–bend loads: Application on automotive sheet metal stamping simulations10.1016/j.tws.2023.110804 ↗
13. True stress-strain identification accounting for anisotropy of sheet metals10.1088/1757-899X/1306/1/012005 ↗
14. Size effects in the processing of thin metal sheets10.1016/S0924-0136(01)00770-1 ↗
15. Thickness distribution and mechanical property of sheet metal incremental forming based on numerical simulation10.1016/S1003-6326(12)61683-5 ↗
16. Numerical and experimental study of sheet thickness variation in deep drawing processes
17. Numerical simulation of sheet metal forming: A review10.1007/s00170-016-9103-5 ↗
18. Fundamental differences between plane strain bending and far-field plane strain tension in ductile plate failure10.1016/j.jmps.2020.103960 ↗
19. Metal forming beyond shaping: Predicting and setting product properties10.1016/j.cirp.2015.05.001 ↗
20. Lode-dependent Yld91 function for anisotropic-asymmetric hardening modeling of metals under non-associated flow rule10.1016/j.jmatprotec.2024.118298 ↗
21. Simple shear tests: Experimental techniques and characterization of the plastic anisotropy of rolled sheets at large strains10.1016/j.jmatprotec.2005.09.003 ↗
22. Determination of anisotropy and material hardening for aluminum sheet metal10.1016/j.ijsolstr.2012.01.011 ↗
23. The Influence of anisotropy on the vibration behaviour of S600Mc sheet metal10.1016/j.prostr.2022.12.181 ↗
24. (1995). Railway Rolling Stock. Behaviour of Rolling Stock’s Seats at Statics Stress, Fatigue Stress, Vibrations Stress and Shocks Stress. (Standard No. AFNOR NF F 31-119).
25. One step positive approach for sheet metal forming simulation based on quasi-conjugate-gradient method10.3901/CJME.2013.04.730 ↗
26. One-step Inverse Forming Simulation on Hot Forming Process of High-strength Food-can Tinplate10.19026/ajfst.10.1747 ↗
27. (2015). Railway Applications—Structural Requirements of Railway Vehicle Bodies—Part 1: Locomotives and Passenger Rolling Stock (and Alternative Method for Freight Wagons) (Standard No. Dansk Standard DS/EN 12663-1:2010+A1:2015).