Wavelet-enriched adaptive hierarchical FE model for coupled crystal plasticity-phase field modeling of crack propagation in polycrystalline microstructures

Jiahao Cheng, Xiaohui Tu, Somnath Ghosh

Research output: Contribution to journalArticlepeer-review

31 Scopus citations

Abstract

This paper develops a novel, wavelet-enriched adaptive finite element model for solving coupled crystal plasticity-phase field models to simulate crack propagation in polycrystalline microstructures. No a-priori assumption of the crack path is needed. Crack propagation under conditions of finite deformation is driven by stored elastic energy that accounts for material anisotropy and tension–compression asymmetry, and defect energy resulting from slip system dislocation glide and hardening. The resulting finite element model is capable of simulating both brittle and ductile crack propagation in material microstructures. A major contribution of this work is the creation of the adaptive, multi-resolution wavelet-based hierarchical enrichment of the FE model. The adapted enrichment follows the path of crack growth and is able to successfully overcome the challenges of high resolution required for the regularized crack in the coupled model. The multi-resolution wavelet basis functions adaptively construct optimal enrichment basis for the high gradients in the phase field order parameter near the crack path. The wavelet-enriched adaptive finite element model is found to be robust with excellent convergence characteristics in multiple validation tests conducted with the polycrystalline Ti–6V–4Al alloy.

Original languageEnglish
Article number112757
JournalComputer Methods in Applied Mechanics and Engineering
Volume361
DOIs
StatePublished - Apr 1 2020

Funding

This work has been supported by a grant (Grant No. FA-RT1645 ) by the Division of Naval Materials, Office of Naval Research, United States of America with Program Directors Dr. William Mullins and Dr. Julie Christodoulou. The authors gratefully acknowledge this support. Computing support by the Homewood High Performance Compute Cluster (HHPC) and Maryland Advanced Research Computing Center (MARCC) is gratefully acknowledged. This work has been supported by a grant (Grant No. FA-RT1645) by the Division of Naval Materials, Office of Naval Research, United States of America with Program Directors Dr. William Mullins and Dr. Julie Christodoulou. The authors gratefully acknowledge this support. Computing support by the Homewood High Performance Compute Cluster (HHPC) and Maryland Advanced Research Computing Center (MARCC) is gratefully acknowledged.

FundersFunder number
Division of Naval Materials
HHPC
Homewood High Performance Compute Cluster
MARCC
Maryland Advanced Research Computing Center
Office of Naval Research

    Keywords

    • Adaptivity
    • Crack propagation
    • Crystal plasticity FE
    • Hierarchical finite element model
    • Lifted second generation wavelets
    • Phase field

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