Moving mesh finite element simulation for phase-field modeling of brittle fracture and convergence of newton's iteration
For researchers simulating brittle fracture, this work addresses a known convergence bottleneck in Newton's iteration caused by non-smooth elastic energy, offering practical regularization techniques.
The paper proposes three regularization methods to smooth the strain tensor decomposition in phase-field modeling of brittle fracture, improving Newton's iteration convergence without sacrificing accuracy. The moving mesh finite element method adaptively tracks crack propagation and handles complex crack systems.
A moving mesh finite element method is studied for the numerical solution of a phase-field model for brittle fracture. The moving mesh partial differential equation approach is employed to dynamically track crack propagation. Meanwhile, the decomposition of the strain tensor into tensile and compressive components is essential for the success of the phase-field modeling of brittle fracture but results in a non-smooth elastic energy and stronger nonlinearity in the governing equation. This makes the governing equation much more difficult to solve and, in particular, Newton's iteration often to fail to converge. Three regularization methods are proposed to smooth out the decomposition of the strain tensor. Numerical examples of fracture propagation under quasi-static load demonstrate that all of the methods can effectively improve the convergence of Newton's iteration for relatively small values of the regularization parameter but without comprising the accuracy of the numerical solution. They also show that the moving mesh finite element method is able to adaptively concentrate the mesh elements around propagating cracks and handle multiple and complex crack systems.