Abstract

The scale dependence of the effective anti-plane shear modulus response in microstructures with statistical ergodicity and spatial wide-sense stationarity is investigated. In particular, Cauchy and Dagum autocorrelation functions which can decouple the fractal and the Hurst effects are used to describe the random shear modulus fields. The resulting stochastic boundary value problems (BVPs) are set up in line with the Hill–Mandel condition of elastostatics for different sizes of statistical volume elements (SVEs). These BVPs are solved using a physics-based cellular automaton (CA) method that is applicable for anti-plane elasticity to study the scaling of SVEs towards a representative volume element (RVE). This progression from SVE to RVE is described through a scaling function, which is best approximated by the same form as the Cauchy and Dagum autocorrelation functions. The scaling function is obtained by fitting the scaling data from simulations conducted over a large number of random field realizations. The numerical simulation results show that the scaling function is strongly dependent on the fractal dimension D, the Hurst parameter H, and the mesoscale δ, and is weakly dependent on the autocorrelation function. Specifically, it is found that a larger D and a smaller H results in a higher rate of convergence towards an RVE with respect to δ.

Highlights

  • The continuum mechanical properties of any natural or engineering material are dependent on the material’s physical structure at various scales below the macroscopic

  • The problem of homogenization for heterogeneous materials with linear mechanical and thermal properties has been studied extensively, with the conventional focus being on the effective responses of two or multi-phase random composites. This is the case for a representative volume element (RVE), as opposed to the statistical volume element (SVE), for which one is interested in establishing the scaling to RVE [1,2]

  • The present investigation focuses on the effects of fractal and Hurst characteristics of random media [15] on the scaling of their elastic properties when going from SVE to RVE

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Summary

Introduction

The continuum mechanical properties of any natural or engineering material are dependent on the material’s physical structure at various scales below the macroscopic (or continuum). The problem of homogenization for heterogeneous materials with linear mechanical and thermal properties has been studied extensively, with the conventional focus being on the effective (or macroscopic) responses of two or multi-phase random composites This is the case for a representative volume element (RVE), as opposed to the statistical volume element (SVE), for which one is interested in establishing the scaling to RVE [1,2]. The present investigation focuses on the effects of fractal and Hurst characteristics of random media [15] on the scaling of their elastic properties when going from SVE to RVE This is beyond all the previous studies that assumed either white-noise or very short-range correlations.

Governing Equations
Hill–Mandel Macrohomogeneity Condition
Apparent and Effective Properties
Scaling
Random Fields
Cellular Automata
Numerical Results and Discussion
Cauchy Random Field Responses
Dagum Random Field Responses
Conclusions
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