Calibration of kinematic hardening parameters on sheet metal with a Computer Numerical Control machine
Source abstract
Abstract
This article investigates the relevance, for material parameter identification, of substituting a set of 3 experiments (uniaxial tension, monotonous shear and reverse shear tests) by a test performed by a Computer Numerical Control (CNC) machine, where a spherical tool replacing the cutting tool performs a simple path on a fixed square sheet. This tool path is defined by one indent, one go linear path, one further indent and one return linear path. This so called line test is a simple version of Single Point Incremental Forming (SPIF) process where the depth of the produced part is however usually smaller. Completed by a uniaxial tensile test, this line test allows identifying the parameters of both kinematic and isotropic hardening models. This CNC test provides an easy alternative to tensile-compression test or reverse shear test. It generates non uniform cyclic loadings in sheets which are necessary to accurately identify kinematic hardening laws. This identification method of isotropic and kinematic hardening is applied on a brass CuZn37 sheet of 1 mm thick. It uses only the experimental measured force during the line test and a classical tensile test. The Levenberg-Marquardt algorithm is used to determine the optimal hardening material set of parameters, through inverse modelling based on finite element (FE) simulations. The sensitivity of the identification method is evaluated and the approach is validated by the capacity of the identified hardening material data set to simulate an experimental reverse shear test and a second “SPIF like test” having a more complex shape.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Metal Forming Simulation Techniques · Metallurgy and Material Forming · Microstructure and Mechanical Properties of Steels
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (61)
Show source-provided references
1. Bouffioux C, Lequesne C, Vanhove H, Duflou JR, Pouteau P, Duchêne L, Habraken AM (2011) Experimental and numerical study of an AlMgSc sheet formed by an incremental process. J Mater Process Tech 211(11):1684–169310.1016/j.jmatprotec.2011.05.010 ↗
2. Dunand M, Mohr D (2011) Optimized butterfly specimen for the fracture testing of sheet materials under combined normal and shear loading. Eng Fract Mech 78(17):2919–293410.1016/j.engfracmech.2011.08.008 ↗
3. Bertin M, Hild F, Roux S (2016) Optimization of a Cruciform Specimen Geometry for the Identification of Constitutive Parameters Based Upon Full-Field Measurements. J Strain 52:307–32310.1111/str.12178 ↗
4. Maeda T, Noma N, Kuwabara T, Barlat F, YKP (2017) Experimental Verification of the Tension-Compression Asymmetry of the Flow Stresses of a High Strength Steel Sheet. Procedia Eng 207:1976–198110.1016/j.proeng.2017.10.1099 ↗
5. Haddadi H, Bouvier S, Banu M, Maier C, Teodosiu C (2006) Towards an accurate description of the anisotropic behaviour of sheet metals under large plastic deformations : Modelling, numerical analysis and identification. Int J Plast 22:2226–227110.1016/j.ijplas.2006.03.010 ↗
6. Thibaud S, Hmida R Ben, Richard F, Malécot P (2012) A fully parametric toolbox for the simulation of single point incremental sheet forming process: Numerical feasibility and experimental validation. Simul Model Pract Theory 29:32–4310.1016/j.simpat.2012.07.004 ↗
7. Hmida R Ben (2014) Identification de lois de comportement de tôles en faibles épaisseurs par développement et utilisation du procédé de microformage incrémental. PhD Thesis, University of Franche-Comté
8. Echrif SBM, Hrairi M (2011) Research and Progress in Incremental Sheet Forming Processes. Mater Manuf Process 26(11):1404–141410.1080/10426914.2010.544817 ↗
9. Li Y, Chen X, Liu Z, Sun J, Li F, Li J (2017) A review on the recent development of incremental sheet-forming process. Int J Adv Manuf Technol 92:2439–246210.1007/s00170-017-0251-z ↗
10. Duflou JR, Habraken AM, Cao J, Malhotra R, Bambach M, Adams D, Vanhove H, Mohammadi A, Jeswiet J (2018) Single Point Incremental Forming : State-of-the-art and Prospects. Int J Mater Form 11(6):743–77310.1007/s12289-017-1387-y ↗
11. Kumar A, Alves R, Sousa D, Ingarao G, Oleksik V (2017) Single point incremental forming : An assessment of the progress and technology trends from 2005 to 2015. J Manuf Process 27:37–6210.1016/j.jmapro.2017.03.014 ↗
12. Ai S, Long H (2019) A review on material fracture mechanism in incremental sheet forming. Int J Adv Manuf Technol 104:33–6110.1007/s00170-019-03682-6 ↗
13. Filicel L, Fratini L, Micari F (2002) Analysis of Material Formability in Incremental Forming. CIRP Ann 51(1):199–20210.1016/S0007-8506(07)61499-1 ↗
14. Jeswiet J, Micari F, Hirt G, Bramley A, Duflou J, Allwood J (2005) Asymmetric Single Point Incremental Forming of Sheet Metal. CIRP Ann 54(2):88–11410.1016/S0007-8506(07)60021-3 ↗
15. Bouffioux C, Pouteau P, Duchêne L, Vanhove H, Duflou JR, Habraken AM (2010) Material data identification to model the single point incremental forming process. Int J Mater Form 3(SUPPL. 1):979–98210.1007/s12289-010-0933-7 ↗
16. Marquardt DW (1963) An Algorithm for Least-Squares Estimation of Nonlinear Parameters. J Soc Ind Appl Math 11(2):431–44110.1137/0111030 ↗
17. Gross AJ (2015) On the Extraction of Elastic – Plastic Constitutive Properties From Three- Dimensional Deformation Measurements. J Appl Mech 82(7):1–1510.1115/1.4030322 ↗
18. Bruno L, Felice G, Pagnotta L, Poggialini A, Stigliano G (2008) Elastic characterization of orthotropic plates of any shape via static testing. Int J Solids Struct 45:908–92010.1016/j.ijsolstr.2007.09.017 ↗
19. Pottier T, Vacher P, Toussaint F, Louche H, Coudert T (2012) Out-of-plane Testing Procedure for Inverse Identification Purpose: Application in Sheet Metal Plasticity. Exp Mech 52(7):951–96310.1007/s11340-011-9555-3 ↗
20. C. F. Guzmán, S. Yuan, L. Duchêne, E. I. Saavedra Flores, and A. M. Habraken, “Damage prediction in single point incremental forming using an extended Gurson model,” Int J Solids Struct, vol. 151, pp. 45–56, 2018.10.1016/j.ijsolstr.2017.04.013 ↗
21. Malhotra R, Xue L, Belytschko T, Cao J (2012) Mechanics of fracture in single point incremental forming. J Mater Process Technol 212(7):1573–159010.1016/j.jmatprotec.2012.02.021 ↗
22. Xue L (2007) Damage accumulation and fracture initiation in uncracked ductile solids subject to triaxial loading. Int J Solids Struct 44:5163–518110.1016/j.ijsolstr.2006.12.026 ↗
23. Betaieb E, Yuan S, Guzman CF, Duchêne L, Habraken AM (2019) Prediction of cracks within cones processed by single point incremental forming single point incremental forming. Procedia Manuf 29:96–10410.1016/j.promfg.2019.02.111 ↗
24. La Fontaine A, Keast VJ (2006) Compositional distributions in classical and lead-free brasses. Mater Charact 57:424–42910.1016/j.matchar.2006.02.005 ↗
25. Fritzen D, Daleffe A, De Lucca GS, Castelan J, Schaeffer L, De Sousa RJA (2018) Incremental forming of Cu-35Zn brass alloy. Int J Mater Form 11:389–40410.1007/s12289-017-1373-4 ↗
26. Fritzen D, De Lucca GS, Marques FM, Daleffe A, Castelan J, Boff U, De Sousa RJA, Schaeffer L (2016) SPIF of brass alloys : Preliminary studies SPIF of Brass Alloys : Preliminary Studies. AIP Conf Proc 1769:06000610.1063/1.4963442 ↗
27. Al-Attaby QMD, Abaas TF, Bedan AS (2013) The Effect of Tool Path Strategy on Mechanical Properties of Brass (65–35) in Single Point Incremental Sheet Metal Forming (SPIF). J Eng 19:629–63710.31026/j.eng.2013.05.09 ↗
28. Skibicki D, Pejkowski Ł (2017) Low-cycle multiaxial fatigue behaviour and fatigue life prediction for CuZn37 brass using the stress-strain models. Int J Fatigue 102:18–3610.1016/j.ijfatigue.2017.04.011 ↗
29. Alaboodi AS, Al-mufadi F, Modeling BP (2018) Cold deformation of dezincification resistant yellow brass for plumbing Cold deformation of dezincification resistant yellow brass for plumbing applications. Mater Manuf Process 33(15):1693–170010.1080/10426914.2018.1453147 ↗
30. Naka T, Yoshida F, Ohmori M (1995) Flow Stress and Ductility at Wide of Brass with Various Zn-Content at Wide Range of Strain Rate. J Soc Mater Sci 44(500):591–59610.2472/jsms.44.591 ↗
31. Flores P, Rondia E, Habraken AM (2005) Development of an experimental equipment for the identification of constitutive laws. Int J Form Process (Special Issue):117–137. https://hdl.handle.net/2268/19470
32. Flores P, Duchêne L, Bouffioux C, Lelotte T, Henrard C, Pernin N, Van Bael A, He S, Duflou J, Habraken AM (2007) Model identification and FE simulations: Effect of different yield loci and hardening laws in sheet forming. Int J Plast 23(3):420–44910.1016/j.ijplas.2006.05.006 ↗
33. Gilles G (2015) Experimental study and modeling of the quasi-static mechanical behavior of Ti6Al4V at room temperature. PhD Thesis, University of Liège
34. Guilera AM (2017) Etude expérimentale et numérique du formage incrémental de type Single Point Incremental Forming. Master Thesis, University of Liège
35. Yoshida F, Uemori T (2002) A model of large-strain cyclic plasticity describing the Bauschinger effect and workhardening stagnation. Int J Pla 18:661–68610.1016/S0749-6419(01)00050-X ↗
36. Teodosiu C, Haddadi H (1999) Modelling the Microstructural Evolution During Large Plastic Deformations. IUTAM Symp Micro- Macrostructural Asp Thermoplast 62:55–6810.1007/0-306-46936-7_6 ↗
37. Zaiqian Hu (1994) Work-hardening behavior of mild steel under cyclic deformation at finite strains. Acta Metall Mater 42(10):3481–349110.1016/0956-7151(94)90480-4 ↗
38. Charlier R, Radu JP, Li QF (1993) A finite element code for subsidence problems: Lagamine. Bull Int Assoc Eng Geol 47:5–1110.1007/BF02639590 ↗
39. Habraken AM, Charlier R (1986) A three-dimensional finite element for the simulation of metal forming processes. Proc 2nd Int Conf Numer Methods Ind Form Process. https://hdl.handle.net/2268/100803
40. Habraken AM, Cescotto S, Banning Q (1998) Contact Between Deformable Solids: The Fully Coupled Approach. Math Comput Model 28(4):153–16910.1016/S0895-7177(98)00115-0 ↗
41. Li Kaiping, Habraken AM, Bruneel H (1995) Simulation of square-cup deep-drawing with different finite elements. J Mater Process Technol 50(1–4):81–9110.1016/0924-0136(94)01371-7 ↗
42. Gerday AF, Bettaieb M Ben, Duchêne L, Clement N, Diarra H, Habraken AM (2011) Material behavior of the hexagonal alpha phase of a titanium alloy identi fi ed from nanoindentation tests. Eur J Mech / A Solids 30(3):248–25510.1016/j.euromechsol.2010.11.001 ↗
43. Elisabetta C, Tugrul Ö, Stief P, Dantan J, Etienne A, Siadat A (2019) FEM simulation of micromilling of CuZn37 brass considering tool run-out. Procedia CIRP 82:172–17710.1016/j.procir.2019.04.011 ↗
44. Mises RV (1913) Mechanik der festen Körper im plastisch- deformablen Zustand. Mech Solid Bodies Plast Deform State 4:582–592
45. Ziegler H (1959) A modification of prager’s hardening rule. Q Appl Math 17(1):55–6510.1090/qam/104405 ↗
46. Duchêne L, El Houdaigui F, Habraken AM (2007) Length changes and texture prediction during free end torsion test of copper bars with FEM and remeshing techniques. Int J Plast 23(8):1417–143810.1016/j.ijplas.2007.01.008 ↗
47. Simo JC, Hughes TJR (1986) On the Variational Foundations of Assumed Strain Methods. J Appl Mech 53(1):51–5410.1115/1.3171737 ↗
48. Belytschko T, Bindeman LP (1991) Assumed strain stabilization of the 4-node quadrilateral with l-point quadrature for nonlinear problems. Comput Methods Appl Mech Eng 88(3):311–34010.1016/0045-7825(91)90093-L ↗
49. Duchêne L, Guzmán CF, Behera AK, Duflou J, Habraken AM (2013) Numerical simulation of a pyramid steel sheet formed by single point incremental forming using solid-shell finite elements. Key Eng Mater 549:180–18810.4028/www.scientific.net/KEM.549.180 ↗
50. Henrard C, Bouffioux C, Eyckens P, Sol H, Duflou JR, Van Houtte P, Van Bael A, Duchêne L, Habraken AM (2011) Forming forces in single point incremental forming : prediction by finite element simulations, validation and sensitivity. Comput Mech 47(5):573–59010.1007/s00466-010-0563-4 ↗
51. Henrard C (2008) Numerical Simulations of the Single Point Incremental Forming Process. PhD Thesis, University of Liège
52. Bettaieb A Ben (2020) On the development of a solid- solid - shell finite element for the analysis of thin structures and sheet metal forming. PhD Thesis, University of Liège
53. Ben Bettaieb A, Velosa de Sena JI, Alves de Sousa RJ, Valente RAF, Habraken AM, Duchêne L (2015) On the comparison of two solid-shell formulations based on in-plane reduced and full integration schemes in linear and non-linear applications. Finite Elem Anal Des 107:44–5910.1016/j.finel.2015.08.005 ↗
54. Duflou J, Tunc Y, Szekeres A, Vanherck P (2007) Experimental study on force measurements for single point incremental forming. J Mater Process Technol 189:65–7210.1016/j.jmatprotec.2007.01.005 ↗
55. Reichert P, Vanrolleghem P (2001) Identifiability and Uncertainty Analysis of the River Water Quality Model No. 1 (RWQM1). Water Sci Technol 43(7):329–33810.2166/wst.2001.0442 ↗
56. Gavin HP (2019) The Levenberg-Marquardt algorithm for nonlinear least squares curve-fitting problems. Department of Civil and Environmental Engineering, Duke University
57. Lourakis M (2005) A brief description of the Levenberg-Marquardt algorithm implemened by levmar. Institute of Computer Science, Foundation for Research and Technology
58. Kind N, Berthel B, Fouvry S, Poupon C, Jaubert O (2016) Mechanics of Materials Plasma-sprayed coatings : Identification of plastic properties using macro-indentation and an inverse Levenberg – Marquardt method. Mech Mater 98:22–3510.1016/j.mechmat.2016.03.003 ↗
59. Cui M, Zhao Y, Xu B, Gao X (2017) A new approach for determining damping factors in Levenberg- Marquardt algorithm for solving an inverse heat conduction problem. Int J Heat Mass Transf 107:747–75410.1016/j.ijheatmasstransfer.2016.11.101 ↗
60. Cooreman S, Lecompte D, Sol H, Vantomme J, Debruyne D (2007) Elasto-plastic material parameter identification by inverse methods : Calculation of the sensitivity matrix. Int J Solids Struct 44(13):4329–434110.1016/j.ijsolstr.2006.11.024 ↗
61. Ponthot J-P, Kleinermann J-P (2006) A cascade optimization methodology for automatic parameter identification and shape / process optimization in metal forming simulation. Comput Methods Appl Mech Eng 195(41–43):5472–550810.1016/j.cma.2005.11.012 ↗