Numerical simulation of fibrous biomaterials with randomly distributed fiber network structure.
This paper presents a computational framework to simulate the mechanical behavior of fibrous biomaterials with randomly distributed fiber networks. A random walk algorithm is implemented to generate the synthetic fiber network in 2D used in simulations. The embedded fiber approach is then adopted to model the fibers as embedded truss elements in the ground matrix, which is essentially equivalent to the affine fiber kinematics. The fiber-matrix interaction is partially considered in the sense that the two material components deform together, but no relative movement is considered. A variational approach is carried out to derive the element residual and stiffness matrices for finite element method (FEM), in which material and geometric nonlinearities are both included. Using a data structure proposed to record the network geometric information, the fiber network is directly incorporated into the FEM simulation without significantly increasing the computational cost. A mesh sensitivity analysis is conducted to show the influence of mesh size on various simulation results. The proposed method can be easily combined with Monte Carlo (MC) simulations to include the influence of the stochastic nature of the network and capture the material behavior in an average sense. The computational framework proposed in this work goes midway between homogenizing the fiber network into the surrounding matrix and accounting for the fully coupled fiber-matrix interaction at the segment length scale, and can be used to study the connection between the microscopic structure and the macro-mechanical behavior of fibrous biomaterials with a reasonable computational cost.
Department of Civil and Environmental Engineering, Rice University, Houston, TX, 77005, USA.
Tao
T
Jin
Department of Civil and Environmental Engineering, Rice University, Houston, TX, 77005, USA. ilinca.s@rice.edu.
Ilinca
I
Stanciulescu
D000465:Algorithms; D000818:Animals; D001672:Biocompatible Materials / Q000737:chemistry*; D003094:Collagen / Q000737:chemistry; D003198:Computer Simulation; D055119:Elastic Modulus; D020342:Finite Element Analysis; D009010:Monte Carlo Method; D009716:Numerical Analysis, Computer-Assisted; D015203:Reproducibility of Results; D013314:Stress, Mechanical
D001672:Biocompatible Materials; D003094:Collagen
Fibrous biomaterial; Finite element method; Monte Carlo simulation