Adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3D polycrystalline materials

Due to its ability to simulate complex microstructure evolution, the phase-field modeling has been extensively developed to investigate brittle fracture in recent years. However, low computational efficiency still imposes substantial difficulties in the development of phase-field models. In this wor...

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Main Authors: Nguyen-Thanh, Nhon, Li, Weidong, Huang, Jiazhao, Zhou, Kun
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/154595
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1545952022-08-24T06:47:17Z Adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3D polycrystalline materials Nguyen-Thanh, Nhon Li, Weidong Huang, Jiazhao Zhou, Kun School of Electrical and Electronic Engineering School of Mechanical and Aerospace Engineering Engineering::Mechanical engineering Engineering::Electrical and electronic engineering Adaptive Phase-field modeling Due to its ability to simulate complex microstructure evolution, the phase-field modeling has been extensively developed to investigate brittle fracture in recent years. However, low computational efficiency still imposes substantial difficulties in the development of phase-field models. In this work, we develop a novel adaptive phase-field approach based on the isogeometric meshfree collocation method (IMCM) to simulate the crack propagation in 2D and 3D polycrystalline materials. The concept of IMCM is based upon the correspondence between the isogeometric collocation and reproducing kernel meshfree method to facilitate a robust mesh adaptivity in isogeometric collocation. The strong form collocation formulation further enhances the computational efficiency of phase-field modeling by reducing the number of point evaluations. The present numerical framework is utilized for the adaptive phase-field modeling which introduces the anisotropy of fracture resistance for each grain in polycrystals. Furthermore, the discrete displacement and phase-field equations are generalized to enable the calculation of both second- and fourth-order gradients, which are required to solve the phase-field models using IMCM. The smoothness and higher-order continuity of IMCM enable the fourth-order phase-field equation to be solved directly without splitting it into two second-order differential equations. The fourth-order model can capture the crack surface accurately with fewer nodes than the second-order model. Several numerical examples of isotropic and anisotropic brittle fracture in polycrystalline materials are investigated to demonstrate the effectiveness and robustness of the proposed approach. Nanyang Technological University National Research Foundation (NRF) The authors acknowledge the financial support from the SMRT-NTU Smart Urban Rail Corporate Laboratory with funding support from the National Research Foundation, Singapore, SMRT, Singapore and Nanyang Technological University, Singapore (Grant No. M4061892). 2021-12-29T01:33:45Z 2021-12-29T01:33:45Z 2020 Journal Article Nguyen-Thanh, N., Li, W., Huang, J. & Zhou, K. (2020). Adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3D polycrystalline materials. Computer Methods in Applied Mechanics and Engineering, 372, 113434-. https://dx.doi.org/10.1016/j.cma.2020.113434 0045-7825 https://hdl.handle.net/10356/154595 10.1016/j.cma.2020.113434 2-s2.0-85091562189 372 113434 en M4061892 Computer Methods in Applied Mechanics and Engineering © 2020 Elsevier B.V. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering
Engineering::Electrical and electronic engineering
Adaptive
Phase-field modeling
spellingShingle Engineering::Mechanical engineering
Engineering::Electrical and electronic engineering
Adaptive
Phase-field modeling
Nguyen-Thanh, Nhon
Li, Weidong
Huang, Jiazhao
Zhou, Kun
Adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3D polycrystalline materials
description Due to its ability to simulate complex microstructure evolution, the phase-field modeling has been extensively developed to investigate brittle fracture in recent years. However, low computational efficiency still imposes substantial difficulties in the development of phase-field models. In this work, we develop a novel adaptive phase-field approach based on the isogeometric meshfree collocation method (IMCM) to simulate the crack propagation in 2D and 3D polycrystalline materials. The concept of IMCM is based upon the correspondence between the isogeometric collocation and reproducing kernel meshfree method to facilitate a robust mesh adaptivity in isogeometric collocation. The strong form collocation formulation further enhances the computational efficiency of phase-field modeling by reducing the number of point evaluations. The present numerical framework is utilized for the adaptive phase-field modeling which introduces the anisotropy of fracture resistance for each grain in polycrystals. Furthermore, the discrete displacement and phase-field equations are generalized to enable the calculation of both second- and fourth-order gradients, which are required to solve the phase-field models using IMCM. The smoothness and higher-order continuity of IMCM enable the fourth-order phase-field equation to be solved directly without splitting it into two second-order differential equations. The fourth-order model can capture the crack surface accurately with fewer nodes than the second-order model. Several numerical examples of isotropic and anisotropic brittle fracture in polycrystalline materials are investigated to demonstrate the effectiveness and robustness of the proposed approach.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Nguyen-Thanh, Nhon
Li, Weidong
Huang, Jiazhao
Zhou, Kun
format Article
author Nguyen-Thanh, Nhon
Li, Weidong
Huang, Jiazhao
Zhou, Kun
author_sort Nguyen-Thanh, Nhon
title Adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3D polycrystalline materials
title_short Adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3D polycrystalline materials
title_full Adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3D polycrystalline materials
title_fullStr Adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3D polycrystalline materials
title_full_unstemmed Adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3D polycrystalline materials
title_sort adaptive higher-order phase-field modeling of anisotropic brittle fracture in 3d polycrystalline materials
publishDate 2021
url https://hdl.handle.net/10356/154595
_version_ 1743119512083890176