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On probability distributions of contact force magnitudes in loaded dense granular media

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Abstract

This paper discusses possible models for probability distributions of contact force magnitudes in loaded granular media. Many authors have studied such distributions, based on experiments with real particles as well as simulations in 2D and 3D. This has led to various and partly contradicting suggestions for the form of those distributions, which are described in the present paper. Its new theoretical investigations start from the empirically justified assumption that the components of contact forces follow exponential distributions with a certain dependence structure. This leads to distributions of force magnitudes similar to Gamma distributions with shape parameters depending on space dimension, which is in good agreement to results from experiments and numerical simulations. Also the analytical and statistical difficulties of the problem of determination of distributions of force magnitudes are discussed.

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References

  1. A. Drescher & G. de Josselin de Jong, Photoelastic verification of a mechanical model for the flow of a granular material, J. Mech. Phys. Solids 20 (1972)

  2. D. M. Mueth, H. M. Jaeger & S. R. Nagel, Force distribution in a granular medium, Physical Review E 57 (1998)

  3. O. Tsongui, D. Vallet & J. C. Charmet, Use of contact area trace to study the force distributions inside 2D granular systems, Granular Matter 1 (1998)

  4. S. J. Antony, Evolution of force distribution in three-dimensional granular media, Physical Review E 63 (2000)

  5. C. Thornton & S. J. Antony Quasi-static deformation of particulate media, Phil. Trans. Royal Soc. London A 365 (1998) p. 2763–2782

  6. K. Bagi, Statistical Analysis of Contact Force Components in Random Granular Assemblies, Granular Matter 5 (Springer Verlag 2003), p. 45–54

  7. K. Bagi, In: Analysis of micro-variables through entropy principle, Powders & Grains 97, R. P. Behringer & J. T. Jenkins (Eds.), Balkema (1997)

  8. N. P. Kruyt & L. Rothenburg, Statistical theories for the elastic moduli of two dimensional assemblies of granular materials, Int. J. Engin. Sci. 36 (1998) p. 1127–1142

    Google Scholar 

  9. N. P. Kruyt & L. Rothenburg, Probability density functions of contact forces for cohesionless frictional granular materials, Int. J. Solids and Struct. 39 (2002) p. 571–583

    Google Scholar 

  10. L. Oger, S. B. Savage, D. Corriveau & M. Sayed, Yield and deformation of an assembly of disks subjected to a deviatoric stress loading, Mechanics of Materials 27 (1998) p. 189–210

    Google Scholar 

  11. C. Radeke, H. Glaeser & D. Stoyan, Force distribution analysis in loaded planar disc systems by means of FEM, Granular Matter 4 Springer Verlag (2002), p. 71–76

  12. F. Radjai & D. E. Wolf, In: Force networks in dense granular media, Powders & Grains, 97, Behringer & Jenkins (Eds.), Balkema (1997)

  13. N. P. Kruyt, Contact forces in anisotropic frictional granular materials, Int. J. Solids and Struct. 40 (2003), in press

  14. L. Rothenburg, Micro-mechanics of idealized granular materials, PhD Thesis, Department of Civil Engineering, Carleton University Ottawa, (1980)

  15. C. Thornton, Force transmission in granular media, KONA 15 (1997) p. 81–90

  16. H. P. Rossmanith & A. Shukla, Photoelastic investigations of dynamic load transfer in granular media, Acta Mechanica 42 (1982) p. 211

    Google Scholar 

  17. T. Aste, T. Di Matteo & E. Galleani d’ Agliano, Stress transmission in granular matter, J. Physics: Condensed Matter 14 (2002) p. 2391–2402

  18. K. Bagi, In: On the definition of stress and strain in granular assemlies through the relations between micro- and macro-level characteristics, Powders & Grains 93, C. Thornton (Eds.), Balkema (1993)

  19. S. Kotz, N. Balakrishnan & N. L. Johnson, Continuous Multivariate Distributions, 1, New York: John Wiley & Sons, (2000)

  20. N. P. Kruyt & L. Rothenburg, Maximum entropy methods in the mechanics of quasi-static deformation of granular materials. In: Proceedings of International Mechanical Engineering Congress and Exposition, IMECE2002-32494 New Orleans, LA, USA, (2002)

  21. F. Radjai, S. Roux & J. J. Moreau, Contact forces in granular packing, CHAOS 9 (1999) p. 544–550

  22. Cover, T. M. and Thomas & J. A., Elements of Information Theory, John Whiley & Sons, (1991)

  23. C. Radeke, D. Stoyan & M. Kuna, Mechanical and statistical analysis of loaded sphere packings by means of FEM. In: Numerical Modeling In Micromechanical Particle Methods, H. Konietzky (Eds.), Balkema Publishers, (2002), p. 13–18

  24. P. Cundall & O. D. Strack, A discrete numerical model for granular assemblies, Geotechnique 29 (1) (1979) p. 47–65

  25. B. W. Silverman, Density Estimation for Statistics and Data Analysis. Monographs on Statistics and Applied Probability, Chapman and Hall Ltd, (1986)

  26. W. S. Jodrey & E. M. Tory, Computer Simulations of close random packing of equal spheres, Physical Review A 32 (1985) p. 3247

    Google Scholar 

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Correspondence to Charles Radeke.

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In a discussion of Stefan Luding and D.S. the idea arose to consider dependent force components. Niels Kruyt supported our work by sending his papers and by patient discussions via e-mail and a careful reading of an earlier version of this paper.

We had a very useful discussion with Farhang Radjai about the problem P(0)=0 and experiments with real disks. Finally, we are grateful to Tomaso Aste for leading our attention to infinitely divisible distributions.

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Radeke, C., Bagi, K., Paláncz, B. et al. On probability distributions of contact force magnitudes in loaded dense granular media. GM 6, 17–26 (2004). https://doi.org/10.1007/s10035-004-0154-1

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  • DOI: https://doi.org/10.1007/s10035-004-0154-1

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