TY - JOUR
T1 - Stiffness tensor random fields through upscaling of planar random materials
AU - Sena, Michael P.
AU - Ostoja-Starzewski, Martin
AU - Costa, Luis
N1 - Funding Information:
This work was made possible by the support from Sandia-DTRA (Grant HDTRA1-08-10-BRCWMD ) and the NSF (Grant CMMI-1030940 ). Also, the support of the first author as a Timoshenko Distinguished Visitor in the Division of Mechanics and Computation, Stanford University, is gratefully acknowledged. Sandia National Laboratories is a multiprogram laboratory operated by Sandia Corporation, a Lockheed Martin Company, for the United States Department of Energy under Contract DE-AC04-94AL85000 .
PY - 2013
Y1 - 2013
N2 - Unique effective material properties are not possible for random heterogeneous materials at intermediate length scales, which is to say at some mesoscale above the microscale yet prior to the attainment of the representative volume element (RVE). Focusing on elastic moduli in particular, a micromechanical analysis based on the Hill-Mandel condition leads to the conclusion that two fields, stiffness and compliance, are required to bound the response of the material. In particular, we analyze means and correlation coefficients of a random planar material with a two-phase microstructure of random checkerboard type. We employ micromechanics, which can be viewed as an upscaling, smoothing procedure using the concept of a mesoscale "window", and random field theory to compute the correlation structure of 4th-rank tensor fields of stiffness and compliance for a given mesoscale. Results are presented for various correlation distances, volume fractions, and contrasts in stiffness between phases. The main contribution of this research is to provide the data for developing analytical correlation functions, which can then be used at any mesoscale to generate micromechanically based inputs into analytical and computational mechanics models.
AB - Unique effective material properties are not possible for random heterogeneous materials at intermediate length scales, which is to say at some mesoscale above the microscale yet prior to the attainment of the representative volume element (RVE). Focusing on elastic moduli in particular, a micromechanical analysis based on the Hill-Mandel condition leads to the conclusion that two fields, stiffness and compliance, are required to bound the response of the material. In particular, we analyze means and correlation coefficients of a random planar material with a two-phase microstructure of random checkerboard type. We employ micromechanics, which can be viewed as an upscaling, smoothing procedure using the concept of a mesoscale "window", and random field theory to compute the correlation structure of 4th-rank tensor fields of stiffness and compliance for a given mesoscale. Results are presented for various correlation distances, volume fractions, and contrasts in stiffness between phases. The main contribution of this research is to provide the data for developing analytical correlation functions, which can then be used at any mesoscale to generate micromechanically based inputs into analytical and computational mechanics models.
KW - Compliance tensor
KW - Correlation structure
KW - Mesoscale
KW - Random fields
KW - Random microstructure
KW - Stiffness tensor
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U2 - 10.1016/j.probengmech.2013.08.008
DO - 10.1016/j.probengmech.2013.08.008
M3 - Article
AN - SCOPUS:84886302915
SN - 0266-8920
VL - 34
SP - 131
EP - 156
JO - Probabilistic Engineering Mechanics
JF - Probabilistic Engineering Mechanics
ER -