Phase field fracture modelling using quasi-Newton methods and a new adaptive step scheme
File(s)1912.08620v1.pdf (1.81 MB)
Accepted version
Author(s)
Kristensen, Philip K
Martínez-Pañeda, Emilio
Type
Journal Article
Abstract
We investigate the potential of quasi-Newton methods in facilitating convergence of monolithic solution schemes for phase field fracture modelling. Several paradigmatic boundary value problems are addressed, spanning the fields of quasi-static fracture, fatigue damage and dynamic cracking. The finite element results obtained reveal the robustness of quasi-Newton monolithic schemes, with convergence readily attained under both stable and unstable cracking conditions. Moreover, since the solution method is unconditionally stable, very significant computational gains are observed relative to the widely used staggered solution schemes. In addition, a new adaptive time increment scheme is presented to further reduces the computational cost while allowing to accurately resolve sudden changes in material behavior, such as unstable crack growth. Computation times can be reduced by several orders of magnitude, with the number of load increments required by the corresponding staggered solution being up to 3000 times higher. Quasi-Newton monolithic solution schemes can be a key enabler for large scale phase field fracture simulations. Implications are particularly relevant for the emerging field of phase field fatigue, as results show that staggered cycle-by-cycle calculations are prohibitive in mid or high cycle fatigue. The finite element codes are available to download from www.empaneda.com/codes.
Date Issued
2020-06
Date Acceptance
2019-12-01
Citation
Theoretical and Applied Fracture Mechanics, 2020, 107, pp.1-13
ISSN
0167-8442
Publisher
Elsevier BV
Start Page
1
End Page
13
Journal / Book Title
Theoretical and Applied Fracture Mechanics
Volume
107
Copyright Statement
© 2019 Elsevier Ltd. All rights reserved. This manuscript is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Licence http://creativecommons.org/licenses/by-nc-nd/4.0/
Identifier
https://www.sciencedirect.com/science/article/pii/S0167844219305580?via%3Dihub
Subjects
Science & Technology
Technology
Engineering, Mechanical
Mechanics
Engineering
Phase field fracture
Quasi-Newton
BFGS
Fracture
Finite element analysis
BRITTLE-FRACTURE
GLOBAL CONVERGENCE
BFGS METHOD
FORMULATION
APPROXIMATION
TRANSITION
math.NA
math.NA
cond-mat.mtrl-sci
cs.NA
Mechanical Engineering & Transports
0102 Applied Mathematics
0905 Civil Engineering
0913 Mechanical Engineering
Publication Status
Published
Article Number
102446
Date Publish Online
2019-12-26