Abstract
For composites or biological tissues reinforced by statistically oriented fibres, a probability distribution function is often used to describe the orientation of the fibres. The overall effect of the fibres on the material response is accounted for by evaluating averaging integrals over all possible directions in space. The directional average of the structure tensor (tensor product of the unit vector describing the fibre direction by itself) is of high significance. Higher-order averaged structure tensors feature in several models and carry similarly important information. However, their evaluation has a quite high computational cost. This work proposes to introduce mathematical techniques to minimise the computational cost associated with the evaluation of higher-order averaged structure tensors, for the case of a transversely isotropic probability distribution of orientation. A component expression is first introduced, using which a general tensor expression is obtained, in terms of an orthonormal basis in which one of the vectors coincides with the axis of symmetry of transverse isotropy. Then, a higher-order transversely isotropic averaged structure tensor is written in an appropriate basis, constructed starting from the basis of the space of second-order transversely isotropic tensors, which is constituted by the structure tensor and its complement to the identity.
Similar content being viewed by others
![](https://media.springernature.com/w215h120/springer-static/image/art%3Aplaceholder%2Fimages/placeholder-figure-springernature.png)
References
Lanir, Y.: Constitutive equations for fibrous connective tissues. J. Biomech. 16, 1–12 (1983)
Hurschler, C., Loitz-Ramage, B., Vanderby Jr., R.: A structurally based stress-stretch relationship for tendon and ligament. J. Biomech. Eng. 119, 392–399 (1997)
Gasser, T.C., Ogden, R.W., Holzapfel, G.A.: Hyperelastic modelling of arterial layers with distributed collagen fibre orientations. J. R. Soc. Interface 3, 15–35 (2006)
Federico, S., Herzog, W.: Towards an analytical model of soft biological tissues. J. Biomech. 41(16), 3309–3313 (2008)
Kanatani, K.: Distribution of directional data and fabric tensors. Int. J. Eng. Sci. 22, 149–164 (1984)
Lubarda, V.A., Krajcinovic, D.: Damage tensors and the crack density distribution. Int. J. Solids Struct. 30, 2859–2877 (1993)
Voyiadjis, G.Z., Kattan, P.I.: Damage mechanics with fabric tensors. Mech. Adv. Mater. Struct. 13, 285–301 (2006)
Holzapfel, G.A., Ogden, R.W.: On the tension-compression switch in soft fibrous solids. Eur. J. Mech. A/Solids 49, 561–569 (2015)
Holzapfel, G.A., Niestrawska, J.A., Ogden, R.W., Reinisch, A.J., Schriefl, A.J.: Modelling non-symmetric collagen fibre dispersion in arterial walls. J. R. Soc. Interface 12, 20150188 (2015)
Federico, S., Herzog, W.: On the permeability of fibre-reinforced porous materials. Int. J. Solids Struct. 45, 2160–2172 (2008)
Vasta, M., Gizzi, A., Pandolfi, A.: On three- and two-dimensional fiber distributed models of biological tissues. Probab. Eng. Mech. 37, 170–179 (2014)
Gizzi, A., Vasta, M., Pandolfi, A.: Modeling collagen recruitment in hyperelastic bio-material models with statistical distribution of the fiber orientation. Int. J. Eng. Sci. 78, 48–60 (2014)
Gizzi, A., Pandolfi, A., Vasta, M.: Statistical characterization of the anisotropic strain energy in soft materials with distributed fibers. Mech. Mater. 92, 119–138 (2016)
Federico, S.: Porous materials with statistically oriented reinforcing fibres. In: Dorfmann, L., Ogden, R.W. (eds.) Nonlinear Mechanics of Soft Fibrous Materials, CISM Courses and Lectures No. 559, pp. 49–120. International Centre for Mechanical Sciences, Springer, Berlin (2015)
Hashlamoun, K., Grillo, A., Federico, S.: Efficient evaluation of the material response of tissues reinforced by statistically oriented fibres. Z. Angew. Math. Phys. 67(113), 1–32 (2016)
Kanatani, K.: Stereological determination of structural anisotropy. Int. J. Eng. Sci. 22, 531–546 (1984)
Marsden, J.E., Hughes, T.J.R.: Mathematical Foundations of Elasticity. Prentice-Hall, Englewood Cliff (1983)
Epstein, M.: The Geometrical Language of Continuum Mechanics. Cambridge University Press, Cambridge (2010)
Comon, P., Golub, G., Lim, L.H., Mourrain, B.: Symmetric tensors and symmetric tensor rank. SIAM J. Matrix Anal. Appl. 30, 1254–1279 (2008)
Itskov, M.: Tensor Algebra and Tensor Analysis for Engineers. Springer, Berlin (2007)
Gurtin, M.E., Fried, E., Anand, L.: The Mechanics and Thermodynamics of Continua. Cambridge University Press, Cambridge (2009)
Tomic, A., Grillo, A., Federico, S.: Poroelastic materials reinforced by statistically oriented fibres—numerical implementation and application to articular cartilage. IMA J. Appl. Math. 79, 1027–1059 (2014)
Walpole, L.J.: Elastic behavior of composite materials: theoretical foundations. Adv. Appl. Mech. 21, 169–242 (1981)
Walpole, L.J.: Fourth-rank tensors of the thirty-two crystal classes: multiplication tables. Proc. R. Soc. A 391, 149–179 (1984)
Advani, S.G., Tucker, C.L.: The use of tensors to describe and predict fiber orientation in short fiber composites. J. Rheol. 31, 751–784 (1987)
Spiegel, M.R.: Advanced Mathematics. McGraw-Hill, New York (1991)
Author information
Authors and Affiliations
Corresponding author
Additional information
Dedicated to the memory of Prof. Gaetano Giaquinta (Catania, Italy, 25 November 1945–13 August 2016).
Rights and permissions
About this article
Cite this article
Hashlamoun, K., Federico, S. Transversely isotropic higher-order averaged structure tensors. Z. Angew. Math. Phys. 68, 88 (2017). https://doi.org/10.1007/s00033-017-0830-8
Received:
Revised:
Published:
DOI: https://doi.org/10.1007/s00033-017-0830-8
Keywords
- Composites
- Biological tissues
- Fibre-reinforced
- Statistical distribution
- Transversely isotropic
- Higher-order structure tensors
- Dispersion parameters