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Title [en]
PREDICT- Failure prediction for complex load cases
Abstract [en]
Commercial product development process is now heavily dependent on accurate finite element simulation when it comes to material intense industries like automotive and packaging industry. Although such simulation predictions have benefited from developments in advanced material characterization techniques, anisotropic plasticity, hardening models and advanced friction models, one bottleneck is the decade old failure models.This collaborative project, based on a common interest of the two industrial partners, Tetra Pak and Volvo Cars, will increase the accuracy in failure predictions by addressing: development of advanced material models, calibration techniques and effective finite element simulations which can enable unambiguous failure prediction by simulation models. Specially, simulation accuracy of failure predictions of phenomena such as effect of strain rate, material anisotropyand presence of pre-cracks will be improved. Failure experiments will be performed, and material characterization techniques will be developed to generate advanced FE-models that can be integrated to industry practice. The variation of geometry, material properties and required initial and boundary conditions in this application area is one of the key issues having a major influence on the numerical results. To incorporate such uncertainty, probabilistic modelling is helpful. A side goal of this project is to develop FE-simulation driven metamodels (selective demonstrator) based on machine learning to predict formability (car industry) and manufacturability (packaging industry) based onsupplier data to make process adjustments for failure prevention. This will be an important step towards Industry 4.0 for the industry partners. An already established framework for metamodeling by this project applicant will be adopted which will make this goal feasible within the project time frame.High prediction accuracy of FE-models will reduce rework loops and hence development time for packaging industryas well as manufacturing stamping dies for car industry. This will prevent failure during production, need for additional rework during new product development as well as fast-track the introduction of new materials that can minimize environmental impact.
Publications (10 of 12) Show all publications
Shahid, S., Islam, M. S. S. & Kao-Walter, S. (2024). Modeling of LDPE Polymer Film with and without a Crack by Different Anisotropic Yield Functions. Materials Performance and Characterization, 13(2), 1-8
Open this publication in new window or tab >>Modeling of LDPE Polymer Film with and without a Crack by Different Anisotropic Yield Functions
2024 (English)In: Materials Performance and Characterization, ISSN 2379-1365, E-ISSN 2165-3992, Vol. 13, no 2, p. 1-8Article in journal (Refereed) Published
Abstract [en]

An experimental characterization of the mechanical properties in a low-density polyethylene (LDPE) film is performed in this article. Anisotropy in LDPE at different in-plane material orientations is measured from the stress–strain response and digital image correlation observations of the specimens under uniaxial tension. Finite element simulation of in-plane anisotropy of the material is carried out in Abaqus R2020 using available models like von Mises, Hill 48, Barlat Yld91, and Barlat Yld2004-18P. To express the mechanical behavior at larger strain, a suitable hardening extrapolation model is selected from a trial of several extrapolation models. To validate the simulation methods and the material characterization process, finite element simulation results such as force displacement and strain distribution are compared with the experimental data showing good agreement. Finally, a calibrated anisotropic yield model together with ductile failure criterion is shown to successfully simulate the response of precracked LDPE film under tension. Overall, this study provides valuable insights into the modeling of LDPE polymer films with and without cracks using different anisotropic yield functions and largely simplifies material characterization with some tradeoffs. Copyright © 2024 by ASTM International

Place, publisher, year, edition, pages
ASTM International, 2024
Keywords
anisotropy, low-density polyethylene, precrack, tensile test, Yld2004-18P, ABAQUS, Density (specific gravity), Ductile fracture, Extrapolation, Finite element method, Polyethylenes, Polymer films, Tensile testing, Anisotropic yield functions, Experimental characterization, Finite elements simulation, Low density polyethylene films, Material orientation, Materials characterization, Plane materials, Pre-cracks
National Category
Applied Mechanics
Identifiers
urn:nbn:se:bth-26786 (URN)10.1520/MPC20230079 (DOI)001276928700001 ()2-s2.0-85199538641 (Scopus ID)
Funder
Knowledge Foundation, 20200125
Available from: 2024-08-12 Created: 2024-08-12 Last updated: 2024-11-22Bibliographically approved
Tuan Pham, Q., Islam, M. S. S., Barlo, A. & Sigvant, M. (2023). An evaluation method for experimental necking detection of automotive sheet metals. In: Asnafi, N Lindgren, LE (Ed.), 42ND CONFERENCE OF THE INTERNATIONAL DEEP DRAWING RESEARCH GROUP: . Paper presented at 42nd Conference of the International-Deep-Drawing-Research-Group (IDDRG), JUN 19-22, 2023, Lulea, SWEDEN. IOP PUBLISHING LTD, 1284, Article ID 012020.
Open this publication in new window or tab >>An evaluation method for experimental necking detection of automotive sheet metals
2023 (English)In: 42ND CONFERENCE OF THE INTERNATIONAL DEEP DRAWING RESEARCH GROUP / [ed] Asnafi, N Lindgren, LE, IOP PUBLISHING LTD , 2023, Vol. 1284, article id 012020Conference paper, Published paper (Refereed)
Abstract [en]

In sheet metal stamping, the occurrence of strain localization in a deformed sheet is considered a failure. As so, sheet metal's formability is conventionally evaluated using the Forming Limit Diagram (FLD), which separates the principal strain space into safety and unsafety regions by a Forming Limit Curve (FLC). This study presents an evaluation method for detecting strain localization based on Digital Image Correlation (DIC) during the experiment. The commercial DIC software ARAMIS is adopted to monitor the strain-field distribution on the deformed specimen's surface. A detailed analysis of the proposed method is presented considering Nakajima tests conducted for two automotive sheet metals: AA6016 and DP800. The identified FLC based on the proposed method is compared with that of well-established methods such as ISO 12004:2-2008 and time-dependent methods. For both investigated materials, the proposed method presents a lower FLC than the others.

Place, publisher, year, edition, pages
IOP PUBLISHING LTD, 2023
Series
IOP Conference Series-Materials Science and Engineering, ISSN 1757-8981
National Category
Other Materials Engineering
Identifiers
urn:nbn:se:bth-25249 (URN)10.1088/1757-899X/1284/1/012020 (DOI)001017824300020 ()
Conference
42nd Conference of the International-Deep-Drawing-Research-Group (IDDRG), JUN 19-22, 2023, Lulea, SWEDEN
Funder
Vinnova, 2020-02986
Available from: 2023-08-08 Created: 2023-08-08 Last updated: 2023-08-08Bibliographically approved
Barlo, A., Sigvant, M., Kesti, V., Islam, M. S. S., Tuan Pham, Q. & Pilthammar, J. (2023). Determination of Edge Fracture Limit Strain for AHSS in the ISO-16630 Hole Expansion Test. In: Asnafi, N Lindgren, LE (Ed.), 42ND CONFERENCE OF THE INTERNATIONAL DEEP DRAWING RESEARCH GROUP: . Paper presented at 42nd Conference of the International-Deep-Drawing-Research-Group (IDDRG), JUN 19-22, 2023, Lulea, SWEDEN. IOP PUBLISHING LTD, 1284, Article ID 012027.
Open this publication in new window or tab >>Determination of Edge Fracture Limit Strain for AHSS in the ISO-16630 Hole Expansion Test
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2023 (English)In: 42ND CONFERENCE OF THE INTERNATIONAL DEEP DRAWING RESEARCH GROUP / [ed] Asnafi, N Lindgren, LE, IOP PUBLISHING LTD , 2023, Vol. 1284, article id 012027Conference paper, Published paper (Refereed)
Abstract [en]

With the increased demand for application of sustainable materials and lightweight structures, the sheet metal forming industry is forced to push existing materials to the limits. One area where this is particular difficult is when it comes to assessing the formability limit for sheet edges. For decades, the ISO-16630 Hole Expansion Test (HET) has been the industry standard for expressing the edge formability of sheet metals through the Hole Expansion Ratio (HER). However, in recent years, this test has been criticized for its high scatter in results for repeated experiments. This scatter has been suspected to be caused by the operator-reliant post-processing of the test, or variations in the cutting conditions for the different test specimens. This study investigates the impact of shifting the evaluation point of the test from the through-thickness crack to the onset of surface failure on the reported scatter, as well as performs inverse modeling of the Hole Expansion Test to obtain an edge limit strain value.

Place, publisher, year, edition, pages
IOP PUBLISHING LTD, 2023
Series
IOP Conference Series-Materials Science and Engineering, ISSN 1757-8981
National Category
Applied Mechanics
Identifiers
urn:nbn:se:bth-25240 (URN)10.1088/1757-899X/1284/1/012027 (DOI)001017824300027 ()
Conference
42nd Conference of the International-Deep-Drawing-Research-Group (IDDRG), JUN 19-22, 2023, Lulea, SWEDEN
Funder
Vinnova, 2020-02986
Available from: 2023-08-08 Created: 2023-08-08 Last updated: 2023-08-08Bibliographically approved
Barlo, A. (2023). Failure Prediction of Complex Load Cases in Sheet Metal Forming: Emphasis on Non-Linear Strain Paths, Stretch-Bending and Edge Effects. (Licentiate dissertation). Karlskrona: Blekinge Tekniska Högskola
Open this publication in new window or tab >>Failure Prediction of Complex Load Cases in Sheet Metal Forming: Emphasis on Non-Linear Strain Paths, Stretch-Bending and Edge Effects
2023 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

With the increased focus on reducing carbon emissions in today’s society, several industries have to overcome new challenges, where especially the automotive industry is under a lot of scrutiny to deliver improved and more environmentally friendly products. To meet the demands from customers and optimize vehicles aerodynamically, new cars often contain complex body geometries, together with advanced materials that are introduced to reduce the total vehicle weight. With the introduction of the complex body components and advanced materials,one area in the automotive industry that has to overcome these challenges is manufacturing engineering, and in particular the departments working with the sheet metal forming process. In this process complex body component geometries can lead to non-linear strain paths and stretch bending load cases, and newly introduced advanced materials can be prone to exhibit behaviour of edge cracks not observed in conventional sheet metals. This thesis takes it onset in the challenges seen in industry today with predicting failure of the three complex load cases: Non-Linear Strain Paths, Stretch-Bending,and Edge Cracks. Through Finite Element simulation attempts are made to accurately predict failure caused by aforementioned load cases in industrial components or experimental setups in an effort to develop post-processing methods that are applicable to all cases.

Place, publisher, year, edition, pages
Karlskrona: Blekinge Tekniska Högskola, 2023. p. 125
Series
Blekinge Institute of Technology Licentiate Dissertation Series, ISSN 1650-2140 ; 3
Keywords
Sheet Metal Forming, Failure Prediction, Non-Linear Strain Paths, Stretch-Bending, Edge Effects
National Category
Mechanical Engineering Applied Mechanics
Research subject
Mechanical Engineering
Identifiers
urn:nbn:se:bth-24300 (URN)978-91-7295-451-9 (ISBN)
Presentation
2023-04-06, J1630, Valhallavägen 1, Karlskrona, 10:00 (English)
Opponent
Supervisors
Funder
Vinnova, 2020-02986
Available from: 2023-02-27 Created: 2023-02-22 Last updated: 2023-04-19Bibliographically approved
Tuan Pham, Q., Islam, M. S. S., Sigvant, M., Caro, L. P., Lee, M.-G. & Kim, Y.-S. (2023). Improvement of modified maximum force criterion for forming limit diagram prediction of sheet metal. International Journal of Solids and Structures, 273, Article ID 112264.
Open this publication in new window or tab >>Improvement of modified maximum force criterion for forming limit diagram prediction of sheet metal
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2023 (English)In: International Journal of Solids and Structures, ISSN 0020-7683, E-ISSN 1879-2146, Vol. 273, article id 112264Article in journal (Refereed) Published
Abstract [en]

This study presents a new criterion (MMFC2) for predicting the forming limit curve (FLC) of sheet metal. The strain path evolution of a critical element examined in a uniaxial tensile test is elaborated by incorporating the results of experimental measurement, finite element simulation, and theoretical prediction via the Modified Maximum Force Criterion (MMFC). A scaling factor is introduced to mimic the theoretical evaluation with the simulated one. It is believed that the rotation of the principal axes of the theoretically considering material point, which is initially co-axial with the external load coordinate, implicates the macro track of the strain path change. Furthermore, an optimal event of the second derivative of the axial rotations is proposed to indicate the strain localization and formulate the FLC. The performance of the proposed criterion is compared with that of the original MMFC in predicting the FLC of three automotive sheet metals, of which all related data were published in the Benchmark of Numisheet 2014 conference. The use of three different hardening laws and three yield functions is examined in the analogy. The comparison reveals that the results of MMFC2 are more sensitive to the employed constitutive model than that of MMFC. Furthermore, the proposed MMFC2 presents concordant results with the experimental data. Nakajima tests are conducted for CR4 mild steel sheets to validate the capacity of the proposed criterion. Well agreement between the experimentally measured data and theoretical prediction based on the Yld2k yield function verifies its usefulness in practice. © 2023 The Author(s)

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Diffuse neck, Forming limit diagram, Localized neck, Modified maximum force criterion, Sheet metal, Benchmarking, Tensile testing, Forming limit curve, Forming limit diagrams, Localised, Maximum forces, Modified maximum force criteria, Path evolutions, Strain paths, Yield function, Forecasting
National Category
Applied Mechanics
Identifiers
urn:nbn:se:bth-24494 (URN)10.1016/j.ijsolstr.2023.112264 (DOI)000989489800001 ()2-s2.0-85153575158 (Scopus ID)
Funder
Vinnova, 2020-02986
Available from: 2023-05-08 Created: 2023-05-08 Last updated: 2023-06-02Bibliographically approved
Tuan Pham, Q., Islam, M. S. S., Barlo, A., Sigvant, M., Caro, L. P. & Trana, K. (2023). Modeling the strain localization of shell elements subjected to combined stretch–bend loads: Application on automotive sheet metal stamping simulations. Thin-walled structures, 188, Article ID 110804.
Open this publication in new window or tab >>Modeling the strain localization of shell elements subjected to combined stretch–bend loads: Application on automotive sheet metal stamping simulations
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2023 (English)In: Thin-walled structures, ISSN 0263-8231, E-ISSN 1879-3223, Vol. 188, article id 110804Article in journal (Refereed) Published
Abstract [en]

This study presents a modeling approach for predicting strain localization during sheet metal stamping processes focused on automotive engineering applications. The so-called stretching-to-bending ratio, ρ, is proposed to characterize the loading conditions acting on an element during stamping processes. Then, localized strain or necking strain is suggested to be a function of ρ. Different stretch–bending tests with different tool radii, i.e., R3, R6, R10, and R50 are conducted for two automotive sheet metals, DP800 and AA6010, to identify their forming limits under combined stretch–bend loads. The calibrated necking limit curve of the AA6016 sheet is then employed in AutoForm R10 software to predict the necking and failure of a stamped panel. Agreement with the experimental observation of failure positions of the panel validates the usefulness of the proposed modeling approach in practice. © 2023 The Author(s)

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Automotive sheet metal, Shell element, Strain localization, Stretch–bending load, Through-thickness strain gradient, Ductile fracture, Sheet metal, Stamping, Automotive sheet metals, Bending load, Strain gradients, Strain localizations, Stretch-bending, Thickness strain, Through-thickness, Bending tests
National Category
Applied Mechanics
Identifiers
urn:nbn:se:bth-24620 (URN)10.1016/j.tws.2023.110804 (DOI)001001901300001 ()2-s2.0-85158853466 (Scopus ID)
Funder
Vinnova, 2020-02986Knowledge Foundation, 20200125
Available from: 2023-05-26 Created: 2023-05-26 Last updated: 2023-06-27Bibliographically approved
Tuan Pham, Q., Islam, M. S. S., Sigvant, M. & Lluis Caro, P. (2023). Prediction of forming limit diagram of automotive sheet metals using a new necking criterion. In: Madej L., Sitko M., Perzynsk K. (Ed.), Materials Research Proceedings: . Paper presented at 26th International ESAFORM Conference on Material Forming, ESAFORM 2023, Kraków, 19 April through 21 April 2023 (pp. 705-710). Materials Research Forum LLC, 28
Open this publication in new window or tab >>Prediction of forming limit diagram of automotive sheet metals using a new necking criterion
2023 (English)In: Materials Research Proceedings / [ed] Madej L., Sitko M., Perzynsk K., Materials Research Forum LLC , 2023, Vol. 28, p. 705-710Conference paper, Published paper (Refereed)
Abstract [en]

A theoretical model for predicting the forming limit diagram of sheet metal, namedMMFC2, was recently proposed by the authors based on the modified maximum force criterion(MMFC). This study examines the application of MMFC2 for two automotive sheets, DP800 andAA6016, which are widely used in making car body parts. Uniaxial tensile and bulge tests areconducted to calibrate constitutive equations for modeling the tested materials. The developedmaterial models are employed into different frameworks such as MMFC, MMFC2, and Marciniak-Kuczynski (MK) models to forecast the forming limit curve (FLC) of the tested materials. Theirpredictions are validated by comparing with an experimental one obtained from a series ofNakajima tests. It is found that the derived results of MMFC2 are comparable to that of MK modeland agreed reasonably with experimental data. Less computational time is the major advantage ofMMFC2 against the MK model. (PDF) Prediction of forming limit diagram of automotive sheet metals using a new necking criterion.

Place, publisher, year, edition, pages
Materials Research Forum LLC, 2023
Series
Materials Research Proceedings (MRP), ISSN 2474-3941, E-ISSN 2474-3941
Keywords
Forming Limit Diagram, DP800, AA6016, MMFC2, MK Method
National Category
Materials Engineering Applied Mechanics
Research subject
Mechanical Engineering
Identifiers
urn:nbn:se:bth-24503 (URN)10.21741/9781644902479-76 (DOI)2-s2.0-85160273454 (Scopus ID)9781644902462 (ISBN)
Conference
26th International ESAFORM Conference on Material Forming, ESAFORM 2023, Kraków, 19 April through 21 April 2023
Funder
Vinnova, 20200125
Available from: 2023-05-08 Created: 2023-05-08 Last updated: 2023-06-12Bibliographically approved
Barlo, A., Sigvant, M., Islam, M. S. S., Perez, L., Olofsson, E., Al-Fadhli, M., . . . Odenberger, E.-L. (2023). Proposal of a New Tool for Pre-Straining Operations of Sheet Metals and an Initial Investigation of CR4 Mild Steel Formability. In: Asnafi, N Lindgren, LE (Ed.), 42ND CONFERENCE OF THE INTERNATIONAL DEEP DRAWING RESEARCH GROUP: . Paper presented at 42nd Conference of the International-Deep-Drawing-Research-Group (IDDRG), JUN 19-22, 2023, Lulea, SWEDEN. IOP PUBLISHING LTD, 1284, Article ID 012079.
Open this publication in new window or tab >>Proposal of a New Tool for Pre-Straining Operations of Sheet Metals and an Initial Investigation of CR4 Mild Steel Formability
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2023 (English)In: 42ND CONFERENCE OF THE INTERNATIONAL DEEP DRAWING RESEARCH GROUP / [ed] Asnafi, N Lindgren, LE, IOP PUBLISHING LTD , 2023, Vol. 1284, article id 012079Conference paper, Published paper (Refereed)
Abstract [en]

With the increased focus on reducing carbon emissions in the automotive industry, more advanced materials are introduced to reduce the vehicle weight, and more complex component geometries are designed to both satisfy customer demands and to optimize the vehicle aerodynamically. With the increase in component complexity, the strain paths produced during the forming operation of car body components often display a highly non-linear behavior which makes the task of failure prediction during the manufacturing feasibility studies more difficult. Therefore, CAE engineers need better capabilities to predict failure induced by strain path nonlinearity. This study proposes a new tool designed for creating bi-linear strain paths, by performing a pre-strain of a sheet large enough to cut out Nakajima specimens to perform the post-straining in any direction. From five pre-straining tests the tool present a stable pre-straining operation with a uniform strain field in a radius of 100 [mm] from the centre, corresponding to the region of interest of a Nakajima specimen. From the five pre-strained samples, different Nakajima specimens are cut transverse and longitudinal to the rolling direction and a failure prediction approach in an alternative, path independent evaluation space was used to predict the onset of necking with promising results.

Place, publisher, year, edition, pages
IOP PUBLISHING LTD, 2023
Series
IOP Conference Series-Materials Science and Engineering, ISSN 1757-8981
National Category
Vehicle Engineering
Identifiers
urn:nbn:se:bth-25239 (URN)10.1088/1757-899X/1284/1/012079 (DOI)001017824300079 ()
Conference
42nd Conference of the International-Deep-Drawing-Research-Group (IDDRG), JUN 19-22, 2023, Lulea, SWEDEN
Funder
Vinnova, 2020-02986
Available from: 2023-08-08 Created: 2023-08-08 Last updated: 2023-08-08Bibliographically approved
Shahid, S., Andreasson, E., Petersson, V., Gukhool, W., Kang, Y. & Kao-Walter, S. (2023). Simplified Characterization of Anisotropic Yield Criteria for an Injection-Molded Polymer Material. Polymers, 15(23), Article ID 4520.
Open this publication in new window or tab >>Simplified Characterization of Anisotropic Yield Criteria for an Injection-Molded Polymer Material
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2023 (English)In: Polymers, E-ISSN 2073-4360, Vol. 15, no 23, article id 4520Article in journal (Refereed) Published
Abstract [en]

Injection-molded polyethylene plates exhibit highly anisotropic mechanical behavior due to, e.g., the uneven orientation of the polymer chains during the molding process and the differential cooling, especially in the thickness direction. Elastoplastic finite element modeling of these plates in particular is used with isotropic yield criteria like von Mises, trading off accuracy in favor of simpler constitutive characterization and faster solution. This article studies three different anisotropic yield criteria, namely, Hill 1948, Barlat Yld91, and Barlat Yld2004-18P, for the finite element modeling of low-density polyethylene (LDPE) at large uniaxial tensile deformation and compares the accuracy and computation time with von Mises. A simplified calibration technique is investigated to identify the constitutive parameters of the studied Barlat group yield criteria. The calibration process is simplified in the sense that only uniaxial tensile tests with digital image correlation measurements are used for the calibration of all the yield criteria studied in this article, although a standard calibration procedure for the Barlat group yield criteria requires additional material testing using more demanding test setups. It is concluded that both Barlat Yld91 and Barlat Yld2004-18P yield criteria can be calibrated with only a few tensile tests and still capture anisotropy in deformation–stress–strain at different levels of accuracy. © 2023 by the authors.

Place, publisher, year, edition, pages
MDPI, 2023
Keywords
anisotropic yield criteria, finite element model, injection molding, polyethylene, Anisotropy, Calibration, Finite element method, Image correlation, Tensile testing, Anisotropic yields, Element models, Finite element modelling (FEM), Injection moulded, Mechanical behavior, Molded polymers, Polymer materials, Von Mises, Yield criterion, Polyethylenes
National Category
Applied Mechanics
Identifiers
urn:nbn:se:bth-25820 (URN)10.3390/polym15234520 (DOI)001116663400001 ()2-s2.0-85179124252 (Scopus ID)
Funder
Vinnova, 20200125Knowledge Foundation, 20180159
Available from: 2023-12-30 Created: 2023-12-30 Last updated: 2024-08-12Bibliographically approved
Barlo, A., Sigvant, M., Perez, L., Islam, M. S. S. & Pilthammar, J. (2022). A Study of the Boundary Conditions in the ISO-16630 Hole Expansion Test. In: Thuillier, S Grolleau, V Laurent, H (Ed.), INTERNATIONAL DEEP-DRAWING RESEARCH GROUP CONFERENCE (IDDRG 2022): . Paper presented at 41st Annual Conference of the International-Deep-Drawing-Research-Group (IDDRG), JUN 06-10, 2022, Lorient, FRANCE. Institute of Physics (IOP), 1238
Open this publication in new window or tab >>A Study of the Boundary Conditions in the ISO-16630 Hole Expansion Test
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2022 (English)In: INTERNATIONAL DEEP-DRAWING RESEARCH GROUP CONFERENCE (IDDRG 2022) / [ed] Thuillier, S Grolleau, V Laurent, H, Institute of Physics (IOP), 2022, Vol. 1238Conference paper, Published paper (Refereed)
Abstract [en]

As new and more advanced sheet metal materials are introduced to the market, more accurate techniques for determination of failure limits are needed. One area that needs attention is edge formability, where the ISO-16630 standardized Hole Expansion Test currently is used to express this through the Hole Expansion Ratio. Over the years, this standard has been criticized for producing a large scatter in repeated tests. This paper investigates a new setup for the Hole Expansion Test which introduces draw beads into the setup to ensure sufficient restraining of the specimen during the test in an effort to reduced the scatter. In total 62 tests of a DP800 steel alloy were executed, but a large scatter in the results were still seen. It was therefore concluded that a lack of restraining force in the Hole Expansion Test was not the primary cause of the reported scatter seen in other tests.

Place, publisher, year, edition, pages
Institute of Physics (IOP), 2022
Series
IOP Conference Series-Materials Science and Engineering, ISSN 1757-8981, E-ISSN 1757-899X
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:bth-24207 (URN)10.1088/1757-899X/1238/1/012031 (DOI)000894042400031 ()
Conference
41st Annual Conference of the International-Deep-Drawing-Research-Group (IDDRG), JUN 06-10, 2022, Lorient, FRANCE
Funder
Vinnova, 2020-02986
Note

open access

Available from: 2023-01-20 Created: 2023-01-20 Last updated: 2023-02-22Bibliographically approved
Principal InvestigatorIslam, Md. Shafiqul
Coordinating organisation
Blekinge Institute of Technology
Funder
Period
2021-03-01 - 2023-02-28
National Category
Mechanical Engineering
Identifiers
DiVA, id: project:2311Project, id: 20200125, 2020-02986_Vinnova

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