Chapter Highlights
This chapter reviews the combinatorial geometry of granular packings in 2- and 3-D, and the average value of the coordination number, \(\langle Z\rangle \), for different cases. The mechanical stability of random packs requires the satisfaction of a set of linear equations, and the consistency of these equations determines the possible values of \(\langle Z\rangle \). The coordination number is also determined in the presence of friction and adhesive forces. Recent attempts to find an Equation of State (EOS) between packing fraction and mean coordination number are also discussed.
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References
Alexander S (1998) Amorphous solids: their structure, lattice dynamics and elasticity. Phys Rep 296:65–236
Aste T (2005) Variations around disordered close packings. J Phys: Condens Matter 17:2361–2390
Aste T, Saadatfar M, Senden TJ (2005) Geometrical structure of disordered sphere packings. Phys Rev E 71:061302
Atkinson S, Stillinger FH, Torquato S (2014) Existence of isostatic, maximally random jammed monodisperse hard-disk packings. Proc Natl Acad Sci 111:18436–18441
Barton M (1993) Cohesive sands; the natural transition from sands to sandstones. In: Anagnostopoulos A, Scholosser F, Kalteziotis N, Frank R (eds) Geotechnical engineering of hard soils—soft rocks, vol 1: geological features, investigation and classification; mechanical properties and behaviour. A.A. Balkema, Rotterdam, pp 367–374
Baule A, Mari R, Lin B, Portal L, Makse HA (2013) Mean-field theory of random close packings of axisymmetric particles. Nat Commun 4:2194
Bennett CH (1972) Serially deposited amorphous aggregates of hard spheres. J Appl Phys 43(6):2727–2734
Bernal DJ, Mason J (1960) Coordination of randomly packed spheres. Nature 188:910–911
Berryman JG (1983) Random close packing of hard spheres and disks. Phys Rev A 27:1053–1061
Bezrukov A, Stoyan D, Bargieł M (2001) Spatial statistics for simulated packings of spheres. Image Anal Stereol 20:203–206
Blétry M, Russier V, Barbé E, Blétry J (2018) Structure of sticky-hard-sphere random aggregates: the viewpoint of contact coordination and tetrahedral. Phys Rev E 98(1–1):012101
Blouwolff J, Fraden S (2006) The coordination number of granular cylinders. Europhys Lett 76(6):1095–1101
Brouwers HJH (2013) Random packing fraction of bimodal spheres: an analytical expression. Phys Rev E Stat Nonlinear Soft Matter Phys 87(3):032202-1/8
Brunner GO (1979) The properties of coordination sequence and conclusions regarding the lowest possible density of zeolites. J Solid State Chem 29:41–45
Brunner GO, Laves F (1971) Zum Problem der Koordinationszahl. Wiss z Tech Univ Dresden 20:387–390
Burtseva L, Salas BV, Romero R, Werner F (2015) Multi-sized sphere packings: models and recent approaches. Otto-von-Guericke-Universität, Fakultät für Mathematik
Cundall PA, Strack ODL (1979) Discrete numerical model for granular assemblies. Geotechnique 29:47
Darling TW, TenCate JA, Brown DW, Clausen B, Vogel SC (2004) Neutron diffraction study of the contribution of grain contacts to nonlinear stress-strain behavior. Geophys Res Lett 31(16):L16604
Drury MR, Urai JL (1990) Deformation-related recrystallization processes. Tectonophysics 172(3–4):235–253
Fejes Tóth L (1972) Lagerungen in der Ebene, auf der Kugel und im Raum, 2nd edn. Springer-Verlag, Berlin-Heidelberg-New York
Flinn D (1969) Grain contacts in crystalline rocks. Lithos 2(4):361–370
Fonseca J, O'Sullivan C, Coop MR (2010) Quantitative description of grain contacts in a locked sand. In: Reed AH (ed) Advances in computed tomography for geomaterials: GeoX 2010. Wiley, Hoboken NJ, pp 17–25
Gaither A (1953) A study of porosity and grain relationships in experimental sands. J Sediment Petrol 23(3):180–195
German RM (1989) Particle packing characteristics. Metal Powder Industries Federations, Princeton, NJ
Groemer H (1986) Some basic properties of packing and covering constants. Discret Comput Geom 1(2):183–193
Hanifpour M, Francois N, Allaei MV, Saadatfar M (2013) DEM simulation of experimental dense granular packing. AIP Conf Proc 1542:337–340
Hao YJ, Tanaka T (1990) A new experimental method to specify the diffusing component in a reacting particulate packing. Can J Chem Eng 68:81
Hoffman P (1998) The man who loved only numbers: the story of paul erdős and the search for mathematical truth. Hyperion, New York
Isola R (2008) Packing of granular materials. Ph.D. Thesis, University of Nottingham
Jodrey WS, Tory EM (1979) Simulation of random packing of spheres. J Simul 32:1–12
Johnson NL, Kotz S, Balakrishnan N (1970) Continuous univariate distributions, 2nd edn, vol 1. Wiley, New York
Johnson KL, Kendall K, Roberts AD (1971) Surface energy and contact of elastic solids. Proc R Soc London Ser A: Math Phys Sci 324:301
Liu W, Jin Y, Chen S, Makse HA, Li S (2017) Equation of state for random sphere packings with arbitrary adhesion and friction. Soft Matter 13:421–427
Madadi M, Christy AG (2012) A modified coherent potential approximation: Grain-contact moduli and coordination-number effect. Geophysics 77(3):WA141–WA148
Maxwell JC (1864) On the calculation of the equilibrium and stiffness of frames. Lond Edinburgh Dublin Philos Mag J Sci 27:182, 294–299
Meyer S, Song C, Jin Y, Wang K, Makse HA (2010) Jamming in two-dimensional packings. Physica A: Stat Mech Appl 389(22):5137–5144
Migal LV, Bondarev VG, Chekanov NA, Bondareva TP (2020) Simulation of the coordination number of random sphere packing. J Phys: Conf Ser 1479:012097
Migal LV, Bondarev VG, Bondareva TP, Belyaeva IN (2019) Mathematical model of coordination number of spherical packing. Compusoft Int J Adv Comput Technol 8(6):3187–3191
Mościński J, Bargieł M (1991) C-language program for the irregular close packing of hard spheres. Comput Phys Comm 64:183–192
Mościński J, Bargieł M, Rycerz ZA, Jacobs PWM (1989) The force-biased algorithm for the irregular close packing of equal hard spheres. Mol Simul 3(4):201–212
Mukhopadhyay S, Peixinho J (2011) Packings of deformable spheres. Phys Rev E: Stat Nonlinear Soft Matter Phys 84:011302
Nguyen TT, Tran TN, Willemsz TA, Frijlink HW (2011) A density based segmentation method to determine the coordination number of a particulate system. Chem Eng Sci 66:6385–6392
Nolan GT, Kavanagh PE (1992) Computer simulation of random packing of hard spheres. Powder Technol 72:149
O’Keeffe M (1991a) N-dimensional diamond, sodalite and rare sphere packings. Acta Cryst A 47:748–753
O’Keeffe M (1995) Coordination sequences for lattices. Zeit F Krist 210:905–908
Oda M (1977) Co-ordination number and its relation to shear strength of granular material. Soils Found 17(2):29–42
Oger L, Ippolito I, Vidales AM (2007) How disorder can diminish avalanche risks: effect of size distribution. Granular Matter 9:267–278
O’Keeffe M (1991b) Dense and rare four-connected nets. Z Kristallogr 196:21–37
Papiya R, Vashishtha M, Khanna R, Subbarao D (2009) Variation of granule mass fraction with coordination number in wet granulation process. Particuology 7:408–413
Pettijohn FJ, Potter PE, Siever R (1972) Sand and sandstone. Springer-Verlag, New York
Picka J (2012) Statistical inference for disordered sphere packings. Stat Surv 6:74–112
Pinson D, Yu AB, Zulli P, McCarthy MJ (1997) Powder entrapment in a multi-phase flow packed bed. In: Battle TP, Henein H (eds) Processing and handling of powders and dusts powder. TMS Publications, Warrendale, PA
Retgers JW (1889) Das spezifische Gewicht isomorpher Mischungen. Zeitschrift Für Physikalische Chemi 3(1):497–561
Rogers CA (1964) Packing and covering. Cambridge University Press, Cambridge
Scott GD (1960) Packing of spheres: packing of equal spheres. Nature 188(4754):908–909
Silbert LE, Ertaş D, Grest GS, Halsey TC, Levine D (2002) Geometry of frictionless and frictional sphere packings. Phys Rev E 65(031304):1–6
Song C, Wang P, Makse HA (2008) A phase diagram for jammed matter. Nature 453(7195):629–632
Song C, Wang P, Makse HA (2016) Theory of random packings. arXiv: 1001.5468v2[cond-mat.soft]
Stroeven P, He H (2013) Packing of non-spherical aggregate particles by DEM. In: Proceedings of the ACCTA 2013: international conference on advances in cement and concrete technology in Africa. Johannesburg, South Africa, pp 809–816
Stroeven P, Stroeven M (2000) Assessment of particle packing characteristics at interfaces by SPACE system. Image Anal Stereol 19:85–90
Suzuki M, Oshima T (1989) Relationship between average coordination number and void fraction in randomly packed systems of uniform-sized spheres developed by four kinds of computer simulation. KONA 7:22–28
Taiebat M, Mutabaruka P, Pellenq R, Radjai F (2017) Effect of particle size distribution on 3D packings of spherical particles. EPJ Web Conf 140:02030
Taylor JM (1950) Pore-space reduction in sandstones. AAPG Bull 34(4):701–716
Taylor JM (1949) Pore space reduction in sandstones. Masters Thesis, University of Cincinnati
Tory E, Cochrane N, Waddell S (1968) Anisotropy in simulated random packing of equal spheres. Nature 220:1023–1024
Ueda T, Matsushima T, Yamada Y (2012) Micro structures of granular materials with various grain size distributions. Powder Technol 217:533–539
Vasilyev L, Raoof A, Nordbotten JM (2012) Effect of mean network coordination number on dispersivity characteristics. Transp Porous Media 95(2):447–463
von Seckendorff J, Hinrichsen O (2021) Review on the structure of random packed beds. Can J Chem Eng 99:S703–S733
Wakao N, Kaguei S (1982) Heat and mass transfer in packed beds. Gordon and Breach Science Publishers, New York
Wang P, Song C, Briscoe C, Wang K, Makse HA (2008) From force distribution to average coordination number in frictional granular matter. Physica A-Stat Mech Appl 389:3972–3977
Wang, Song C, Jin Y, Makse HA (2011) Jamming II: Edwards’ statistical mechanics of random packings of hard spheres. Physica A: Stat Mech Appl 390(3):427–455
Wiącek J (2016) Geometrical parameters of binary granular mixtures with size ratio and volume fraction: experiments and DEM simulations. Granul Matter 18:1–10
WiÄ…cek J, Stasiak M, Kafashan J (2020) Structural and micromechanical properties of ternary granular packings: effect of particle size ratio and number fraction of particle size classes. Materials 13:339
Wilson JC, McBride EF (1988) Compaction and porosity evolution of Pliocene sandstones, Ventura Basin, California. AAPG Bull 72(6):664–681
Wouterse A, Luding S, Philipse AP (2009) On contact numbers in random rod packings. Granular Matter 11(3):169–177
Ye Y, Van der Werf K, Shattuck MD, O’Hern CS (2019) Jammed packings of 3D superellipsoids with tunable packing fraction, coordination number, and ordering. Soft Matter 15(47):9751–9761
Yi LY, Dong KJ, Zou RP, Yu AB (2011) Coordination number of the packing of ternary mixtures of spheres: DEM simulations versus measurements. Ind Eng Chem Res 50:8773–8785
Yu AB, Johnson SB (1994) Distribution function as applied in the mathematical representation of particle-size distributions. Part 1: theoretical background and numerical simulation. Part Part Syst Char 11:291–367; Part 2: Application of numerical results. Part Part Syst Char 11:367
Zhou ZY, Yu AB, Zulli P (2009) Particle scale study of heat transfer in packed and bubbling fluidized beds. AIChE J 55:868
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Korvin, G. (2024). Coordination Number of Grains. In: Statistical Rock Physics. Earth and Environmental Sciences Library. Springer, Cham. https://doi.org/10.1007/978-3-031-46700-4_6
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