An Efficient FEniCS implementation for coupling lithium-ion battery charge/discharge processes with fatigue phase-field fracture

被引:7
作者
Noii, Nima [1 ]
Milijasevic, Dejan [2 ]
Khodadadian, Amirreza [3 ,4 ]
Wick, Thomas [2 ]
机构
[1] Deutsch Inst Kautschuktechnol DIK eV, Eupener Str 33, D-30519 Hannover, Germany
[2] Leibniz Univ Hannover, Inst Angew Math, Welfengarten 1, D-30167 Hannover, Germany
[3] Keele Univ, Sch Comp Sci & Math, Staffordshire, England
[4] Tech Univ Wien, Res Unit Machine Learning, Vienna, Austria
基金
奥地利科学基金会;
关键词
Lithium-ion batteries; FEniCS; Lithiation/delithiation; Phase-field fracture; Fatigue cracking; Multi-physics; CRACK-PROPAGATION; FAILURE CRITERIA; BRITTLE-FRACTURE; DEGRADATION; HYDROGEN; MODELS; FORMULATION; PRINCIPLES; TRANSPORT; BALANCE;
D O I
10.1016/j.engfracmech.2024.110251
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Accurately predicting the fatigue failure of lithium-ion battery electrode particles during charge-discharge cycles is essential for enhancing their structural reliability and lifespan. The fatigue failure of lithium-ion battery electrode particles during charge-discharge cycles poses a significant challenge in maintaining structural reliability and lifespan. To address this critical issue, this study presents a mathematical formulation for fatigue failure in lithiumion batteries, utilizing the phase-field approach to fracture modeling. This approach, widely employed for fracture failure analysis, offers a comprehensive framework for capturing the complex interplay between mechanical deformation, chemical lithium concentration, and crack formation. Specifically, an additive decomposition of the strain tensor is employed to account for the swelling and shrinkage effects induced by lithium diffusion. Moreover, open-source code (https://github.com/noiiG) is provided, constituting a convenient platform for future developments, e.g., multi-field coupled problems. The developed chemo-mechanical model undergoes fatigue failure package is written in FEniCS as a popular free open-source computing platform for solving partial differential equations in which simplifies the implementation of parallel FEM simulations. Several numerical simulations with two different case studies corresponding to monotonic charge process and fatigue charge/discharge process are performed to demonstrate the correctness of our algorithmic developments.
引用
收藏
页数:29
相关论文
共 31 条
[21]   An efficient phase-field model for fatigue fracture in viscoelastic solids using cyclic load decomposition and damage superposition [J].
Yuan, Hongwei ;
Tang, Wei ;
He, Jingjing ;
Guan, Xuefei .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 418
[22]   Field programmable gate arrays implementation of a Kalman filter based state of charge observer of a lithium ion battery pack [J].
Benkara, Khadija El Kadri ;
Alchami, Amalie ;
Eddine, Achraf Nasser ;
Bakaraki, Ghada ;
Forgez, Christophe .
JOURNAL OF ENERGY STORAGE, 2023, 70
[23]   Characterization of identical lithium-ion battery electrodes before and after charge/discharge cycles via in-plane large-area polishing [J].
Cho, Mingi ;
Park, So yeon ;
Jung, Heechul ;
Kim, Seong Heon .
NANOTECHNOLOGY, 2024, 35 (50)
[24]   Lithiation-induced buckling of wire-based electrodes in lithium-ion batteries: A phase-field model coupled with large deformation [J].
Zhang, Kai ;
Li, Yong ;
Wu, Jingshen ;
Zheng, Bailin ;
Yang, Fuqian .
INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES, 2018, 144 :289-300
[25]   Implementation of discharging/charging current sensorless state-of-charge estimator reflecting cell-to-cell variations in lithium-ion series battery packs [J].
Chun, C. Y. ;
Cho, B. H. ;
Kim, J. .
INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2016, 17 (05) :909-916
[26]   Implementation of discharging/charging current sensorless state-of-charge estimator reflecting cell-to-cell variations in lithium-ion series battery packs [J].
C. Y. Chun ;
B. H. Cho ;
J. Kim .
International Journal of Automotive Technology, 2016, 17 :909-916
[27]   Electrochemical Impedance Spectroscopy on the Performance Degradation of LiFePO4/Graphite Lithium-Ion Battery Due to Charge-Discharge Cycling under Different C-Rates [J].
Abe, Yusuke ;
Hori, Natsuki ;
Kumagai, Seiji .
ENERGIES, 2019, 12 (23)
[28]   Microstructure analysis of Si/graphite composite anode during charge-discharge cycle for lithium-ion battery with tetraglyme- and sulfolane-based less volatile electrolyte [J].
Kawaji, Jun ;
Morishima, Makoto ;
Hirooka, Motoyuki ;
Okumura, Takefumi .
ELECTROCHIMICA ACTA, 2023, 447
[29]   Analysis of Degradation Mechanisms in LiNi0.8Mn0.1Co0.1O2 Lithium-ion Battery Cathodes During High-Rate Charge-Discharge Cycling [J].
Shibata, Daisuke ;
Yamamoto, Rinka ;
Matsumoto, Mao ;
Murayama, Haruno ;
Zhong, Chengchao ;
Shimoda, Keiji ;
Okazaki, Ken-ichi ;
Yamashita, Shohei ;
Orikasa, Yuki .
ELECTROCHEMISTRY, 2025, 93 (06)
[30]   Charge-discharge characteristics and phase transitions of mixed LiNi0.8Co0.2O2 and LiMn2O4 cathode materials for lithium-ion batteries [J].
Ma, ZF ;
Yang, XQ ;
Sun, X ;
McBreen, J .
JOURNAL OF NEW MATERIALS FOR ELECTROCHEMICAL SYSTEMS, 2001, 4 (02) :121-125