Modeling and optimal estimation of mixtures; a simulation study

This paper presents an optimal estimation method for mixture models to describe the mechanical behaviour of (biological) materials. The a priori knowledge of the non-linear behaviour is taken as a starting point. The method determines estimates of unknown model parameters and of the displacements of a number of points in the system. The method is applied to a numerical simulation of the confined compression test. The unknown parameters relate to stiffness and permeability. In the simulation model the permeability is deformation dependent whereas in some of the identification models this dependency is neglected. It is shown that this method makes it possible to detect a structural model error with respect to the permeability.

[1]  B R Simon,et al.  Structural models for human spinal motion segments based on a poroelastic view of the intervertebral disk. , 1985, Journal of biomechanical engineering.

[2]  J P Laible,et al.  A dynamic material parameter estimation procedure for soft tissue using a poroelastic finite element model. , 1994, Journal of biomechanical engineering.

[3]  O. O. O. D. Camp Identification algorithms for time-dependent materials , 1996 .

[4]  K. Rektorys Variational Methods in Mathematics, Science and Engineering , 1977 .

[5]  van Dh Dick Campen,et al.  A mixture approach to the mechanics of skin. , 1987, Journal of biomechanics.

[6]  V. Mow,et al.  Biphasic creep and stress relaxation of articular cartilage in compression? Theory and experiments. , 1980, Journal of biomechanical engineering.

[7]  R. M. Bowen Part I – Theory of Mixtures , 1976 .

[8]  J. J. Kok,et al.  A numerical-experimental method for a mechanical characterization of biological materials. , 1993, Journal of biomechanics.

[9]  R.M.M. Mattheij,et al.  Implementing multiple shooting for non-linear BVP , 1987 .

[10]  M.J.G. van de Molengraft,et al.  Identification of non-linear mechanical systems : for control application , 1990 .

[11]  R S Reneman,et al.  Porous medium finite element model of the beating left ventricle. , 1992, The American journal of physiology.

[12]  Robert D. Russell,et al.  COLSYS - - A Collocation Code for Boundary - Value Problems , 1978, Codes for Boundary-Value Problems in Ordinary Differential Equations.

[13]  van Michiel Ratingen,et al.  Mechanical identification of inhomogeneous solids : a mixed numerical experimental approach , 1994 .