TY - JOUR
T1 - Investigation on the extensibility of the wood cell-wall composite by an approach based on homogenisation and uncertainty analysis
AU - Saavedra Flores, E. I.
AU - DiazDelaO, F. A.
AU - Friswell, M. I.
AU - Ajaj, R. M.
N1 - Funding Information:
E.I. Saavedra Flores acknowledges the support of the Department of Civil Engineering at the University of Santiago, Chile. M.I. Friswell acknowledges the support of the European Research Council through Project 247045 entitled “Optimisation of Multi-scale Structures with Applications to Morphing Aircraft”.
PY - 2014/2
Y1 - 2014/2
N2 - This paper investigates the extensibility of the wood cell-wall composite in the presence of parametric uncertainty by means of a multi-scale finite element approach. Normally, the three fundamental phases in wood, that is, cellulose, lignin and hemicellulose, present considerable scatter in their microstructure and mechanical properties. Nevertheless, by considering uncertainty in their properties, a significant computational cost is added to the solution of a large set of realisations represented by expensive fully-coupled multi-scale analyses. In order to tackle this high cost, we build a statistical approximation to the output of the computer model. Following this strategy, several micromechanical parameters are perturbed to study their influence on the extensibility of the material under tensile loading conditions. By reducing the cost of performing uncertainty analysis of the homogenised mechanical response, we are able to estimate the 5-th, 50-th, and 95-th percentile of the ultimate tensile strains of the material. We contrast our numerical predictions with experimental data, finding a good agreement for a wide range of initial microfibril angles.
AB - This paper investigates the extensibility of the wood cell-wall composite in the presence of parametric uncertainty by means of a multi-scale finite element approach. Normally, the three fundamental phases in wood, that is, cellulose, lignin and hemicellulose, present considerable scatter in their microstructure and mechanical properties. Nevertheless, by considering uncertainty in their properties, a significant computational cost is added to the solution of a large set of realisations represented by expensive fully-coupled multi-scale analyses. In order to tackle this high cost, we build a statistical approximation to the output of the computer model. Following this strategy, several micromechanical parameters are perturbed to study their influence on the extensibility of the material under tensile loading conditions. By reducing the cost of performing uncertainty analysis of the homogenised mechanical response, we are able to estimate the 5-th, 50-th, and 95-th percentile of the ultimate tensile strains of the material. We contrast our numerical predictions with experimental data, finding a good agreement for a wide range of initial microfibril angles.
KW - Finite elements
KW - Gaussian process
KW - Multi-scale analysis
KW - Ultrastructure
KW - Uncertainty analysis
KW - Wood
UR - http://www.scopus.com/inward/record.url?scp=84896928183&partnerID=8YFLogxK
U2 - 10.1016/j.compstruct.2013.08.034
DO - 10.1016/j.compstruct.2013.08.034
M3 - Article
AN - SCOPUS:84896928183
SN - 0263-8223
VL - 108
SP - 212
EP - 222
JO - Composite Structures
JF - Composite Structures
IS - 1
ER -