journal article·2023-09-01Open access

Electrochemical-Mechanical Parameterization and Modeling of Expansion, Pressure, and Porosity Evolution in NMC811∣SiOx-Graphite Lithium-Ion Cells

Otto von Kessel, Tobias Hoehl, Philipp Heugel, Felix Brauchle, Dragoljub Vrankovic, Kai Peter Birke

Abstract

The mechanical changes in active materials with large volume expansion such as silicon and nickel not only affect the electrochemical performance of modern batteries but also pose a great challenge to their mechanical design due to the pressure increase during operation. In this study, we show that the large expansion and consequently changing mechanical properties of silicon and nickel strongly affect the electrochemical and mechanical performance. A multi-scale electrochemical model is developed, parameterized, and validated for a pouch cell with a SiO x -graphite anode (22 wt% SiO x ) and an NMC∣811 cathode. Mechanical parameters such as expansion and compressive properties are determined experimentally using an in-house-developed high-precision cell press and electrode dilatometer, thus parameterizing a semi-empirical mechanical model. We employ a new characterization technique to measure mechanical changes in the cell in-operando and propose a phenomenological parameterization where physical modeling is not yet sufficient. Through electrode porosity, we show that mechanical and electrochemical performance are interdependent, as the latter is reduced upon expansion and pressure development. On the one hand, the active material of the anode seems to expand into the pores at increased pressure, and on the other hand, the mechanical deformation of the cell components can no longer be neglected.
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Research context

OpenAlex topics: Advancements in Battery Materials · Advanced Battery Technologies Research · Advanced Battery Materials and Technologies

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References (96)

Show source-provided references
1. Silicon/carbon composite anode materials for lithium-ion batteries10.1007/s41918-018-00028-w ↗
2. Diverting exploration of silicon anode into practical way: A review focused on silicon-graphite composite for lithium ion batteries10.1016/j.ensm.2020.11.028 ↗
3. A bottom-up performance and cost assessment of lithium-ion battery pouch cells utilizing nickel-rich cathode active materials and silicon-graphite composite anodes10.1016/j.powera.2021.100055 ↗
4. Mercedes-benz to use energy-dense silicon battery for G-class
5. Colossal reversible volume changes in lithium alloys10.1149/1.1388178 ↗
6. Reaction of li with alloy thin films studied by in situ afm10.1149/1.1613668 ↗
7. Nanostructured conversion-type anode materials for advanced lithium-ion batteries10.1016/j.chempr.2018.01.003 ↗
8. Strategies for improving the storage performance of silicon-based anodes in lithium-ion batteries10.1007/s12274-019-2361-4 ↗
9. Alloy negative electrodes for li-ion batteries10.1021/cr500207g ↗
10. Systematic electrochemical characterizations of si and sio anodes for high-capacity li-ion batteries10.1016/j.jpowsour.2018.12.010 ↗
11. Solid-state nmr and electrochemical dilatometry study on li + uptake/extraction mechanism in sio electrode10.1149/1.2790282 ↗
12. On the correlation between electrode expansion and cycling stability of graphite/si electrodes for Li-ion batteries10.1016/j.carbon.2016.04.022 ↗
13. Investigation of sio x anode fading mechanism with limited capacity cycling10.1063/5.0077036 ↗
14. Stress evolution and capacity fade in constrained lithium-ion pouch cells10.1016/j.jpowsour.2013.06.165 ↗
15. Electrochemical-mechanical coupled modeling and parameterization of swelling and ionic transport in lithium-ion batteries10.1016/j.jpowsour.2017.12.044 ↗
16. The effects of non-uniform mechanical compression of lithium-ion cells on local current densities and lithium plating10.1149/1945-7111/ac33e1 ↗
17. Validation of an actively-controlled pneumatic press to simulate automotive module stiffness for mechanically representative lithium-ion cell aging10.1016/j.est.2020.101192 ↗
18. The effect of external compressive loads on the cycle lifetime of lithium-ion pouch cells10.1016/j.est.2017.07.021 ↗
19. Effects of mechanical compression on the aging and the expansion behavior of si/c-composite∣nmc811 in different lithium-ion battery cell formats10.1149/2.1121915jes ↗
20. Impact of bracing on large format prismatic lithium-ion battery cells during aging10.1002/aenm.202102448 ↗
21. Effects of module stiffness and initial compression on lithium-ion cell aging10.1016/j.jpowsour.2021.230163 ↗
22. Mechanical-electrochemical modeling of silicon-graphite composite anode for lithium-ion batteries10.1016/j.jpowsour.2022.231178 ↗
23. Volume and thickness change of NMC811 ∣ SiOx -graphite large-format lithium-ion cells: from pouch cell to active material level10.1016/j.jpowsour.2022.231443 ↗
24. Between scylla and charybdis: Balancing among structural stability and energy density of layered ncm cathode materials for advanced lithium-ion batteries10.1021/acs.jpcc.7b06363 ↗
25. Electrochemically stable in situ dilatometry of nmc, nca and graphite electrodes for lithium-ion cells compared to xrd measurements10.1149/1945-7111/abf262 ↗
26. Pressure prediction modeling and validation for lithium-ion pouch cells in buffered module assemblies10.1016/j.est.2021.102517 ↗
27. Differential expansion and voltage model for li-ion batteries at practical charging rates10.1149/1945-7111/aba5d1 ↗
28. A modified electrochemical model to account for mechanical effects due to lithium intercalation and external pressure10.1149/1945-7111/abe16d ↗
29. Electrochemical-mechanical multi-scale model and validation with thickness change measurements in prismatic lithium-ion batteries10.1016/j.jpowsour.2022.231735 ↗
30. Analysis of the lithium-ion insertion silicon composite electrode/separator/lithium foil cell10.1149/1.3589301 ↗
31. A reformulation of the pseudo2d battery model coupling large electrochemical-mechanical deformations at particle and electrode levels10.1149/2.0101908jes ↗
32. Modeling and simulation of inhomogeneities in a 18650 nickel-rich, silicon-graphite lithium-ion cell during fast charging10.1016/j.jpowsour.2018.11.043 ↗
33. Probing silicon lithiation in silicon-carbon blended anodes with a multi-scale porous electrode model10.1149/1945-7111/abaa69 ↗
34. A simultaneous multiscale and multiphysics model and numerical implementation of a core-shell model for lithium-ion full-cell batteries10.1115/1.4042432 ↗
35. Multiphysics coupled computational model for commercialized si/graphite composite anode10.1016/j.jpowsour.2019.227667 ↗
36. Modeling volume changes in porous electrodes10.1149/1.2136087 ↗
37. Strain propagation in lithium-ion batteries from the crystal structure to the electrode level10.1149/2.0431608jes ↗
38. Investigating inhomogeneity effects on the crack driving force in two-phase electrode particles using a planar composite core-shell model10.1016/j.mechmat.2020.103652 ↗
39. Failure prediction of high-capacity electrode materials in lithium-ion batteries10.1149/2.0251607jes ↗
40. Fracture predictions based on a coupled chemo-mechanical model with strain gradient plasticity theory for film electrodes of li-ion batteries10.1016/j.engfracmech.2021.107866 ↗
41. Failure modes of hollow core-shell structural active materials during the lithiation-delithiation process10.1016/j.jpowsour.2015.05.008 ↗
42. An electrochemical-irradiated plasticity model for metallic electrodes in lithium-ion batteries10.1016/j.ijplas.2016.10.009 ↗
43. Interfacial adhesion energy of lithium-ion battery electrodes10.1016/j.eml.2016.08.002 ↗
44. State of charge dependent mechanical integrity behavior of 18 650 lithium-ion batteries10.1038/srep2182 ↗
45. Dimensional changes in automotive pouch li-ion cells: A combined thermo-mechanical/electrochemical study10.1149/2.0831610jes ↗
46. Mechanical impedance as a tool for electromechanical investigation and equivalent modeling of lithium-ion batteries10.1016/j.jpowsour.2021.230337 ↗
47. Threefold increase in the young's modulus of graphite negative electrode during lithium intercalation10.1149/1.3327913 ↗
48. Effective modulus of si electrodes considering li concentration, volume expansion, pore, and poisson's ratio of li-ion batteries10.1007/s12206-021-0427-1 ↗
49. Simulation and optimization of the dual lithium ion insertion cell10.1149/1.2054684 ↗
50. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell10.1149/1.2221597 ↗
51. Comparison of modeling predictions with experimental data from plastic lithium ion cells10.1149/1.1836921 ↗
52. Experiments on and modeling of positive electrodes with multiple active materials for lithium-ion batteries10.1149/1.3129656 ↗
53. Formation of lithium-graphite intercalation compounds in nonaqueous electrolytes and their application as a negative electrode for a lithium ion (shuttlecock) cell10.1149/1.2220849 ↗
54. A new method to model the thickness change of a commercial pouch cell during discharge10.1149/2.0441608jes ↗
55. A mathematical model of stress generation and fracture in lithium manganese oxide10.1149/1.2185287 ↗
56. Modeling intercalation stress in a li-ion cell10.1149/MA2008-02/12/1180 ↗
57. Modeling volume change due to intercalation into porous electrodes10.1149/2.030408jes ↗
58. Mechanistic investigation of silicon-graphite/lini0.8mn0.1co0.1o2 commercial cells for non-intrusive diagnosis and prognosis10.1016/j.jpowsour.2020.227882 ↗
59. Si-C/G based anode swelling and porosity evolution in 18650 casing and in pouch cell10.1016/j.jpowsour.2021.230552 ↗
60. Quantification and modeling of mechanical degradation in lithium-ion batteries based on nanoscale imaging10.1038/s41467-018-04477-1 ↗
61. Implementierung und Parametrierung eines physikalischen Simulationsmodells einer Lithium-Ionen Zelle zur Analyse elektrochemisch-mechanischer Wechselwirkungen
62. A study of the transport properties of ethylene carbonate-free li electrolytes10.1149/2.0981803jes ↗
63. Electrochemical characterisation and modelling of the mass transport phenomena in lipf6-ec-emc electrolyte10.1016/j.electacta.2008.04.023 ↗
64. Parameterization of a physico-chemical model of a lithium-ion battery10.1149/2.0551509jes ↗
65. A representative-sandwich model for simultaneously coupled mechanical-electrical-thermal simulation of a lithium-ion cell under quasi-static indentation tests10.1016/j.jpowsour.2015.08.049 ↗
66. Deformation and failure of lithium-ion batteries treated as a discrete layered structure10.1016/j.ijplas.2019.06.011 ↗
67. Study of the influence of mechanical pressure on the performance and aging of lithium-ion battery cells10.1016/j.jpowsour.2019.227148 ↗
68. Mechanism of strengthening of battery resistance under dynamic loading10.1016/j.ijimpeng.2019.05.003 ↗
69. Mechanical properties of a battery separator under compression and tension10.1149/2.0191411jes ↗
70. State-of-charge dependence of mechanical response of lithium-ion batteries: A result of internal stress10.1149/2.0051809jes ↗
71. Structural dynamics of lithium-ion cells- part 2: Investigation of large-format prismatic cells and method evaluation10.1016/j.est.2020.101246 ↗
72. Quantifying tortuosity in porous li-ion battery materials10.1016/j.jpowsour.2008.12.032 ↗
73. Tortuosity determination of battery electrodes and separators by impedance spectroscopy10.1149/2.1141607jes ↗
74. Study of the influence of mechanical pressure on the performance and aging of lithium-ion battery cells10.1016/j.jpowsour.2019.227148 ↗
75. The effect of volume change on the accessible capacities of porous silicon-graphite composite anodes10.1149/2.1211906jes ↗
76. Effects of mechanical compression on the aging and the expansion behavior of si/c-composite∣nmc811 in different lithium-ion battery cell formats10.1149/2.1121915jes ↗
77. Fast-charging of automotive lithium-ion cells: In-situ lithium-plating detection and comparison of different cell designs10.1149/1945-7111/abb564 ↗
78. Investigation of voltage and expansion hysteresis of si-alloy-c/nmc622 pouch cells using dilatometry10.1016/j.jpowsour.2022.232042 ↗
79. High precision measurement of reversible swelling and electrochemical performance of flexibly compressed 5 ah nmc622/graphite lithium-ion pouch cells10.1016/j.est.2022.106483 ↗
80. The role of silicon in silicon-graphite composite electrodes regarding specific capacity, cycle stability, and expansion10.1149/1945-7111/ac4545 ↗
81. EL-Cell GmbH · 2017
82. Thickness change and jelly roll deformation and its impact on the aging and lifetime of commercial 18 650 cylindrical li-ion cells with silicon containing anodes and nickel-rich cathodes10.1016/j.est.2022.105101 ↗
83. The thermodynamic origin of hysteresis in insertion batteries10.1038/nmat2730 ↗
84. Voltage hysteresis model for silicon electrodes for lithium ion batteries, including multi-step phase transformations, crystallization and amorphization10.1149/1945-7111/abbbba ↗
85. Phase diagram of li_xc_610.1103/PhysRevB.44.9170 ↗
86. Multi-scale investigation of thickness changes in a commercial pouch type lithium-ion battery10.1016/j.est.2016.01.006 ↗
87. Volume, pressure and thickness evolution of li-ion pouch cells with silicon-composite negative electrodes10.1149/2.1691712jes ↗
88. Operando swelling measurement of silicon carbon composite based anode in pouch cell: Effect of external pressure, balancing and anode initial porosity10.1016/j.est.2023.107174 ↗
89. Mechanical behavior of electrochemically lithiated silicon10.1016/j.jpowsour.2014.09.073 ↗
90. Multiscale multiphase lithiation and delithiation mechanisms in a composite electrode unraveled by simultaneous operando small-angle and wide-angle x-ray scattering10.1021/acsnano.9b05055 ↗
91. Size-dependent fracture of silicon nanoparticles during lithiation10.1021/nn204476h ↗
92. Interplay between electrochemical reactions and mechanical responses in silicon-graphite anodes and its impact on degradation10.1038/s41467-021-22662-7 ↗
93. Unveiling the role of electrode-level heterogeneity alleviated in a silicon-graphite electrode under operando microscopy10.1016/j.ensm.2023.02.025 ↗
94. Modified plett-model for modeling voltage hysteresis in lithium-ion cells10.1016/j.est.2022.105016 ↗
95. Operando quantification of (de)lithiation behavior of silicon-graphite blended electrodes for lithium-ion batteries10.1002/aenm.201803380 ↗
96. Mechanical behavior of silicon-graphite pouch cells under external compressive load: Implications and opportunities for battery pack design10.1016/j.jpowsour.2020.227774 ↗