Using quality mapping to predict spatial variation in local properties and component performance in Mg alloy thin-walled high-pressure die castings: an ICME approach and case study
Tóm tắt
This paper explores the use of quality mapping for the prediction of the spatial variation in local properties in thin-walled high-pressure die castings (HPDC) of the magnesium alloy AM60. The work investigates the role of casting parameters on local ductility and yield strength and presents a model for predicting local ductility and yield strength in a cast component. A design of experiment (DOE) was created to examine the role of various casting parameters on local properties such as ductility and yield strength. Over 1,200 tensile samples were excised from cast parts and tested. Casting simulations were also conducted for each experimental condition. Local properties were predicted, and the local property (quality map) model was compared with a prototype production component. The results of this model were used as input to a performance simulation software code to simulate the component-level behavior under two different loading conditions. In this study, the authors bypassed the traditional Integrated Computational Materials Engineering (ICME; process-microstructure-properties) approach in favor of a semi-empirical quality mapping approach to provide estimates of manufacturing sensitive local properties for use in process and component design.
Tài liệu tham khảo
Friedrich HE, Mordike BL (2006) Magnesium Technology: Metallurgy, Design Data, Application. Springer, Berlin
Schumann S (2005) Paths and strategies for increased magnesium applications in vehicles. Mater Sci Forum 488–489:1–8
Schumann S, Friedrich H (2003) Current and future use of magnesium in the automobile industry. Mater Sci Forum 419–422:51–56
Grebetz JC (1993) A Comparison of the Impact Characteristics of Several Magnesium Die Casting Alloys. SAE Tech. Pap, Ser, 930417
Padfield CJ, Padfield TV (2002) Plane stress fracture toughness testing of die cast magnesium alloys. SAE Tech. Pap., Ser. 2002-01-0077
Chen X, Wagner DA, Houston DQ, Cooper RP (2004) Elongation variability of AM60 die cast specimens. 2004 ASME International Mechanical Engineering Congress.
Coultes BJ, Wood JT, Wang G, Berkmortel R (2003) Mechanical properties and microstructure of magnesium high pressure die castings. In: Kaplan HI (ed) Magnes. Technol. 2003. The Minerals, Metals, and Materials Society, pp 45–50.
Weiler JP, Wood JT, Klassen RJ, Maire E, Berkmortel R, Wang G (2005) Relationship between internal porosity and fracture strength of die-cast magnesium AM60B alloy. Mater Sci Eng A A395:315–322
Wood JT, Klassen RJ, Gharghouri MA, Maire E, Wang G, Berkmortel R (2005) Mechanical properties of AM60B die castings: a review of the AUTO21 program on magnesium die-casting. SAE Tech. Pap., Ser. SAE-2005-0725
Carlson BE (1995) The effect of strain rate and temperature on the deformation of die cast AM60B. SAE Tech. Pap., Ser. SAE-950425
Li M, Zindel J, Godlewski L, Allison J (2006) Prediction of porosity defects and mechanical properties of high pressure die cast A380 aluminum alloy components. TMS Lett 3:31–32
Horstemeyer MF, Wang P (2003) Cradle-to-grave simulation-based design incorporating multiscale microstructure-property modeling: reinvigorating design with. J Comput Mater Des 10:13–34
Weiler JP, Wood JT, Basu I (2012) Process-structure–property relationships for magnesium alloys. Mater Sci Forum 706–709:1273–1278, doi:10.4028/www.scientific.net/MSF. 706–709.1273
Weiler JP, Wood JT, Klassen RJ, Berkmortel R, Wang G (2006) Variability of skin thickness in an AM60B magnesium alloy die-casting. Mater Sci Eng A 419:297–305, doi:10.1016/j.msea.2006.01.034
Laukli HI, Lohne O, Arnberg L (2005) High Pressure Die Casting of Aluminum and Magnesium Alloys - some comparisons of Microstructure Formation. Shape Cast. John Campbell Symp, TMS Annual Meeting
Dahle AK, Lee YC, Nave MD, Scha PL, StJohn DH (2001) Development of the as-cast microstructure in magnesium-aluminum alloys. J Light Met 1:61–72
Rodrigo D, Murray M, Mao H Brevick J, Mobley C, Chandrasekar V, Esdaile R (1999) Effects of section size and microstructural features on the mechanical properties of die cast AZ91D and AM60B magnesium alloy test bars. SAE Tech. Pap., Ser. 1999-01-0927
Rodrigo D, Murray M, Mao H, Brevick J, Mobley C, Esdaile R (1999) Characteristic microstructural features of die cast magnesium alloys. World Die Cast. 20th Int. Die Cast. Congr. Expo. NADCA, pp 219–225.
Rodrigo D, Ahuja V (2000) Effect of casting parameters on the formation “pore/segregation” bands in magnesium die castings. In: Aghion E, Eliezer D (eds) Magnes. 2000 Proc. 2nd Isr. Conf. Magnes. Sci. Technol. Magnesium Research Institute Ltd, Dead Sea, Israel, pp 97–104
Mao H, Brevick J, Mobley C Chandrasekar V, Rodrigo D, Murray M (1999) Microstructural characteristics of die cast AZ91D and AM60 magnesium alloys. SAE Tech. Pap., Ser. 1999-01-0928
Chadha G, Allison JE, Jones JW (2007) The role of microstructure on ductility of die-cast AM50 and AM60 magnesium alloys. Metall Mater Trans A 38A:286–296
Dahle AK, StJohn DH (1999) Rheological behavior of the mushy zone and its effect on the formation of casting defects during solidification. Acta Mater 47:31–41
Dahle AK, StJohn DH (1999) The origin of banded defects in high pressure die cast magnesium alloys. World Die Cast T99–062:205–211
Bowles AL, Griffiths JR, Davidson CJ (2001) Ductility and the skin effect in high pressure die cast Mg-Al alloys. In: Hryn J (ed) Magnes. Technol. 2001. The Metals Mineral and Materials Society, pp 161–168
Dahle AK, Sannes S, St. John DH, Westengen H (2001) Formation of defect bands in high pressure die cast magnesium alloys. Journal of Light Metals 1:99–103
Sannes S, Gjestland H, Westengen H, Laukli HI, Lohne O (2003) Die casting of magnesium alloys - the importance of controlling die filling and solidification. SAE Tech Pap., Ser SAE–2003–01–0183
Wang G, Froese B, Bakke P (2003) Process and property relationships in AM60B die castings. Magensium Technol. 2003 The Metals Mineral and Materials Society.
Cao H, Wessen M (2004) Effect of microstructure on mechanical properties of As-Cast Mg-Al alloys. Metall Mater Trans A 35A:309–319
Cao H, Wessen M (2005) Characteristics of microstructure and banded defects in die cast AM50 magnesium components. Int J Cast Met Res 18:377–384
Cao H, Wessen M (2003) Modeling of microstructure - mechanical property relations in cast Mg-Al alloys. In: D. M. Stefanescu, Warren J, Jolly M, Krane M (eds) Model. Cast. Welding, Adv. Solidif. Process. X. The Minerals, Metals, and Materials Society, pp 165–172.
Forsmark JH, Boileau J, Houston D, Cooper R (2012) A microstructural and mechanical property study of an AM50 HPDC magnesium alloy. Int J Met 6:15–26
Lee CD, Shin K (2007) Effect of microporosity on the tensile properties of AZ91 magnesium alloy. Acta Mater 55:4293–4303, doi:10.1016/j.actamat.2007.03.026
Lee CD (2007) Tensile properties of high-pressure die-cast AM60 and AZ91 magnesium alloys on microporosity variation. J Mater Sci 42:10032–10039, doi:10.1007/s10853-007-2003-1
Choi KS, Li D, Sun X, Li M, Allison J (2013) Effects of pore distributions on ductility of thin-walled high pressure die-cast magnesium. SAE Tech Pap, Ser. doi:10.4271/2013-01-0644
Unigovski Ya, Tuman E, Eliezer A, Riber L, Koren Z (2000) Correlation of mechanical properties of die cast magnesium alloys with processing conditions. In: Aghion E, Eliezer D (eds) Magnes. 2000 Proc. 2nd Isr. Int. Conf. Magnes. Sci. Technol. Magnesium Research Institute, Dead Sea, Israel, pp 105–111
Gjestland H, Sannes S, Svalestuen J, Westengen H (2005) Optimizing the magnesium die casting process to achieve reliability in automotive applications. SAE Tech. Pap., Ser. SAE 2005–0333
Gertsberg G, Nagar N, Lautzhe M Bronfin B, Moscovitch N, Schumann S (2005) Effect of HPDC parameters on the performance of creep resistant alloys MRI153M and MRI230D. SAE Tech. Publ., SAE 2005–0
Greve L (2004) Development of a PAM-CRASH material model for die casting alloys. Magnes. Proc. 6th Int. Conf
Sannes S, Gjestland H, Westengen H, (2005) The use of quality mapping to predict performance of thin-walled magnesium die casting. SAE Tech Pap. Ser. 2005-01-0332.
Dorum C, Hopperstad OS, Langseth M, Lademo OG (2005) Numerical modeling of the structural behavior of thin-walled cast magnesium components using a through-process approach. SAE Tech. Pap., Ser. 2005-01-07
Dorum C, Hopperstad OS, Landemo O-G, Langseth M (2005) Numerical modelling of the structural behavior of thin-walled cast magnesium components. Int J Solids Struct 42:2129–2144
Dorum C, Hopperstad OS, Lademo O-G, Langseth M (2006) An experimental study on the energy absorption capacity of thin-walled castings. Int J Impact Eng 32:702–724
Dorum C, Hopperstad OS, Lademo O-G, Langseth M (2007) Energy absorption capacity for thin-walled AM60 castings using the shear-bolt principle. Comput Struct 85:89–101
Dorum C, Hopperstad OS, Berstad T, Dispinar D (2009) Numerical modelling of magnesium die-castings using stochastic fracture parameters. Eng Fract Mech 76:2232–2248
Weiss U, Bach A (2011) Magnesium HPDC Crash CAE. La Met Ital 103(11–12):1–9
Li N, Osborne R, Cox B, Penrod D (2005) Magnesium Engine Cradle - The USCAR Structural Cast Magnesium Development Project. SAE Trans., 2005-01-03
Balzer JS, Dellock PK, Maj MH, Cole GS, Reed D, Davis T, Lawson T, Simonds G (2003) Structural magnesium front end support. SAE Tech. Pap., Ser. 2003-01-0186
Blanchard PJ, Bretz GT, Subramanian S, deVries JE, Syvret A, MacDonald A, Jolley P (2005) The application of magnesium die casting to vehicle closures. SAE Tech. Pap., Ser. 2005-01-0338
Gibbs S (2010) Magnesium structural part parts with myth. Met Cast Des Purch 12:29–33
Herman EA (1996) Gating and Die Casting Dies, E-514th ed. NADCA Publications, Rosemont, IL, USA
North American Die Casting Association (1998) Magnesium Die Castings Handbook, #201 ed. NADCA Publications, Rosemont, IL, USA
Box GEP, Hunter WG, Hunter JS (1978) Statistics for Experimenters. John Wiley & Sons, New York
ASTM E8/E8M - 13a (2015) Standard test methods for tension testing of metallic materials 1., pp 1–28, doi: 10.1520/E0008
Khan S (2012) Box-and-whisker plots. In: Khan Acad., https://www.khanacademy.org/math/probability/descriptive-statistics/box-and-whisker-plots/v/reading-box-and-whisker-plots
Minitab 15 statistical software statguide (2012), Minitab Inc., State College, PA USA
MAGMASOFT version 4.4 user manual, MAGMA Foundry Technologies Inc., Aachen, Germany.
Panchal JH, Kalidindi SR, McDowell DL (2013) Key computational modeling issues in Integrated Computational Materials Engineering. Comput Des 45:4–25, doi:10.1016/j.cad.2012.06.006
Alain R, Lawson T, Katool P, Wang G, Jekl J, Berkmortel R, Miller L, Svalestuen J, Westengen H (2004) Robustness of large thin wall magnesium die castings for crash applications. Reprinted from: Magnesium for automotive components. SAE Tech Pap., Ser 2004–01–0131
Yang KV, Cáceres CH, Easton MA (2013) A microplasticity-based definition of the skin in HPDC Mg–Al alloys. Mater Sci Eng A 580:355–361, doi:10.1016/j.msea.2013.05.018
Yang KV, Easton MA, Cáceres CH (2013) The development of the skin in HPDC Mg–Al alloys. Mater Sci Eng A 580:191–195, doi:10.1016/j.msea.2013.05.017
Yang KV, Cáceres CH, Easton MA (2014) Strengthening micromechanisms in cold-chamber high-pressure die-cast Mg-Al alloys. Metall Mater Trans A 45:4117–4128, doi:10.1007/s11661-014-2326-x