Kt. Slattery, RANDOM-DAMAGE FINITE-ELEMENT FOR STUDYING MICROMECHANICAL FAILURE MECHANISMS IN ADVANCED COMPOSITES, Journal of thermoplastic composite materials, 8(3), 1995, pp. 260-271
A finite element procedure for simulating damage progression in an adv
anced composite material loaded in fiber-direction tension has been de
veloped. The eight-node, eight-degree-of-freedom element is used to mo
del a small cell of a composite, the properties of which were determin
ed from micromechanical simulations. A Monte Carlo simulation techniqu
e is used in the micromechanical simulation to characterize the random
degradation paths that this cell can follow when subjected to axial t
ension. These results are synthesized using a neural network to effici
ently determine the expected value and variance of the degradation of
the random-damage finite element given the current state of the elemen
t. Results from failure simulations of Kevlar/expocxy composites are p
resented and compared to experimental results.