Article
Licensed
Unlicensed Requires Authentication

Grain Size Distributions in Normal Grain Growth

  • and
Published/Copyright: May 5, 2013
Become an author with De Gruyter Brill

Abstract

An analytical distribution function characterising the grain sizes of polycrystalline microstructures is presented. Contrary to standard mathematical probability functions that are still often used for description of experimentally obtained size distributions, this one is based on a statistical mean-field theory of grain growth and is fully consistent with the fundamental physical conditions of total-volume conservation and the existence of a finite average grain volume. It is found that this distribution function describes the grain size distribution obtained by Monte Carlo Potts model simulations better than standard mathematical distributions. Additionally, two-dimensional plane sections from the simulated three-dimensional grain structures are considered and compared with experimental data, and the analytic size distribution function is also compared with an experimental grain size distribution for pure iron obtained by serial sectioning.

Kurzfassung

Vorgestellt wird eine analytische Verteilungsfunktion, die die Korngrößen von polykristallinen Mikrostrukturen beschreibt. Im Gegensatz zu mathematischen Standard-Wahrscheinlichkeitsfunktionen, die noch immer häufig zur Beschreibung experimentell erhaltener Größenverteilungen eingesetzt werden, basiert diese Funktion auf einer statistischen Theorie des mittleren Feldes (Mean-Field-Theorie) für Kornwachstum und steht vollkommen in Einklang mit den grundlegenden physikalischen Bedingungen der Erhaltung des Gesamtvolumens und der Existenz eines endlichen mittleren Kornvolumens. Es wurde herausgefunden, dass diese Verteilungsfunktion die durch die Monte-Carlo-Potts-Modellsimulationen erhaltene Korngrößenverteilung besser beschreibt als mathematische Standardverteilungen. Ferner wurden zweidimensionale ebene Schnitte der simulierten dreidimensionalen Kornstrukturen betrachtet und mit experimentellen Daten verglichen. Des Weiteren wird die analytische Größenverteilungsfunktion mit einer experimentellen Größenverteilung für reines Eisen verglichen, die durch Serienschnitte erhalten wurde.


∗∗

Peter Streitenberger studied physics and received his doctoral degrees in 1980 and 1989. He spent research visits at foreign universities and is lecturing physics at Magdeburg University. His research activities focus on microstructural instabilities due to growth and coarsening, stress-driven diffusion at lattice defects and decohesion.

Dana Zöllner studied lectureship for grammar schools for mathematics, physics and computer science. She received her doctorate in physics in 2006 and works now as a research assistant at the Otto-von-Guericke-university Magdeburg focussing on grain growth in nanocrystalline metals.


References/Literatur

[1] Y.Bréchet (ed.): Microstructures, mechanical properties and processes: computer simulation and modelling, Wiley-VCHWeinheim, 2000.10.1002/3527606157Search in Google Scholar

[2] D.Henkel,A. W.Pense: Structure and properties of engineering materials, McGraw-Hill, Boston (Mass.), 2002.Search in Google Scholar

[3] P. B.Prangnell,P. S.Bate: Fundamentals of deformation and annealing, Trans Tech PublicationsZürich, 2007.Search in Google Scholar

[4] T.Gladman: Grain size control, Old City Pub Inc., 2004.Search in Google Scholar

[5] A. H.Chokshi,A. K.Mukherjee: Metall. Trans. A19 (1988) 16211624.10.1007/BF02674038Search in Google Scholar

[6] E. E.Underwood: Quantitative Stereology, Addison Wesley Boston, 1970.Search in Google Scholar

[7] H. V.Atkinson: Acta Metall.36 (1988) 469491.10.1016/0001-6160(88)90079-XSearch in Google Scholar

[8] H. E.Exner: In Materials Science and Technology (Eds.:R.W.Cahn,P.Haasen,E.J.Kramer), VCH Weinheim2B (1994) 281350.Search in Google Scholar

[9] J.Ohser,F.Mücklich: Statistical Analysis of Microstructures in Materials Science, John Wiley & Sons LTDChichester, 2000.Search in Google Scholar

[10] K.M.Döbrich,C.Rau,C.E.KrillIII: Metall. Mater. Trans.35A (2004) 19531961.10.1007/s11661-004-0144-2Search in Google Scholar

[11] G.Spanos: Scripta Materialia Viewpoint Set no 41: 3D characterization and analysis of materials, Vol. 55 (2006).10.1016/j.scriptamat.2006.02.038Search in Google Scholar

[12] B.Bacroix,J. H.Driver,R.Le Gall,Cl.Maurice,R.Penelle,H.Réglé,L.Tabourot (eds.): Recrystallization and Grain Growth III, Trans Tech PublicationsZürich, 2007.Search in Google Scholar

[13] B.Gliwa,P.Veit,P.Streitenberger: Progress in Metallography. Special Edition of the Practical Metallography (Eds.M.Kurz,M.Pohl), DGM Informationsgesellschaft-Verlag (1995) 143146.Search in Google Scholar

[14] D.Juul Jensen et al.: materialstoday9 (2006) 1825.Search in Google Scholar

[15] D.Raabe,F.Roters,F.Barlat,L.-Q.Chen (eds.): Continuum Scale Simulation of Engineering Materials, Wiley-VCHWeinheim, 2004.10.1002/3527603786Search in Google Scholar

[16] P.Streitenberger: Scripta Mater.39 (1998) 17191724.10.1016/S1359-6462(98)00373-XSearch in Google Scholar

[17] D.Zöllner,P.Streitenberger: Scripta Mater.54 (2006) 16971702.10.1016/j.scriptamat.2005.12.042Search in Google Scholar

[18] P.Streitenberger,D.Zöllner: Scripta Mater.55 (2006) 461464.10.1016/j.scriptamat.2006.05.009Search in Google Scholar

[19] P. R.Rios,T. G.Dalpian,V.S.Brandão,J. A.Castro,A. C.L.Oliveira: Scripta Mater.54 (2006) 16331637.10.1016/j.scriptamat.2006.01.007Search in Google Scholar

[20] C.Wang,G.Liu,G.Wang,W.Xue: Mater. Sci. Eng. A454–455 (2007) 547551.10.1016/j.msea.2006.12.013Search in Google Scholar

[21] D.Zöllner,P.Streitenberger: In Fortschritte in der Metallographie. Sonderbände der Praktischen Metallographie39, DGM Werkstoff-Informationsgesellschaft mbH (2007) 97102.Search in Google Scholar

[22] W. W.Mullins,J.Viñals: Acta Metall.37 (1989) 991997.10.1016/0001-6160(89)90096-5Search in Google Scholar

[23] C. V.Thompson: Solid State Physics55 (2000) 269314.10.1016/S0081-1947(01)80006-0Search in Google Scholar

[24] D.Zöllner: Monte Carlo Potts model simulation and statistical mean-field theory of normal grain growth, Shaker Verlag Aachen, 2006.10.4028/0-87849-443-x.1219Search in Google Scholar

[25] M.Hillert: Acta Metall.13 (1965) 227237.10.1016/0001-6160(65)90200-2Search in Google Scholar

[26] N. P.Louat: Acta Metall.22 (1974) 721724.10.1016/0001-6160(74)90081-9Search in Google Scholar

[27] Matlab, Version R2007b, Product Help, The MathWorks Inc.Search in Google Scholar

[28] D.Zöllner,P.Streitenberger: In Recrystallization and Grain Growth III (Eds.S.-J.L.Kang et al.), Mater. Sci. Forum527–529 (2007) 12191224.Search in Google Scholar

[29] D.Zöllner,P.Streitenberger: In Materials Structure & Micromechanics of Fracture V (Ed.PavelŠandera) Mater. Sci. Forum567–568 (2008) 8184.Search in Google Scholar

[30] C. E.Krill,L. Q.Chen: Acta. Mater.50 (2002) 30593075.10.1016/S1359-6454(02)00084-8Search in Google Scholar

[31] H.Hu: Can. Metall. Q.13 (1974) 275286.10.1179/000844374795595226Search in Google Scholar

[32] M. A.Groeber,B. K.Haley,M. D.Uchic,D. M.Dimiduk,S.Ghosh: Mater. Character.57 (2006) 259273.10.1016/j.matchar.2006.01.019Search in Google Scholar

[33] S.-B.Lee,A. D.Rollett,G. S.Rohrer: In Recrystallization and Grain Growth III (Eds.S.-J.L.Kang et al.), Mater. Sci. Forum527–529 (2007) 915920.Search in Google Scholar

[34] J. P.Simmons,P.Chuang,M.Comer,J. E.Spowart,M. D.Uchic,M.De Graef: Modelling Simul. Mater. Sci. Eng.17 (2009) 025002.10.1088/0965-0393/17/2/025002Search in Google Scholar

[35] I. M.Fielden: Mater. Sci. Forum467–470 (2004) 875880.10.4028/www.scientific.net/MSF.467-470.875Search in Google Scholar

[36] C.Zhang,A.Suzuki,T.Ishimaru,M.Enomoto, Metall. Mater. Trans. A 35 (2004) 19271933.10.1007/s11661-004-0141-5Search in Google Scholar

Received: 2008-4-2
Accepted: 2010-3-19
Published Online: 2013-05-05
Published in Print: 2010-11-01

© 2010, Carl Hanser Verlag, München

Downloaded on 2.4.2026 from https://www.degruyterbrill.com/document/doi/10.3139/147.110100/html
Scroll to top button