Modeling the Influence of Silicon Content on Electrochemical Performance of Silicon-Graphite Blended Electrodes Considering Voltage Hysteresis
Source abstract
Abstract
Silicon, with its high specific capacity, is a highly promising material for lithium-ion battery anodes. To enhance durability, it is commonly combined with graphite in composite anodes. Despite this, the electrochemical dynamics between silicon and graphite are not yet fully understood. Modeling serves as an important tool for analyzing and improving batteries, but current models lack comprehensive representation of the coupled electrochemical and structural behavior of silicon-graphite blended electrodes. Herein, we present a comprehensive model for blended Si/Gr electrodes that incorporates the distinct properties and kinetics of each material. Our approach accounts for the dependence of electrode thickness and solid volume fraction on silicon content. Additionally, a memory-hysteresis variable is introduced to represent accurately silicon’s path-dependent voltage hysteresis. Our model reveals how silicon content influences the lithiation and delithiation dynamics, demonstrating that increased silicon enhances specific capacity. Our model predictions agree well with experimental data and provide insights into how silicon content affects electrolyte distribution and electrode thickness.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Supercapacitor Materials and Fabrication · Conducting polymers and applications · Semiconductor materials and interfaces
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (37)
Show source-provided references
1. Insights on the cycling behavior of a highly-prelithiated silicon–graphite electrode in lithium-ion cells10.1088/2515-7655/ab6b3a ↗
2. Silicon-based lithium ion battery systems: state-of-the-art from half and full cell viewpoint10.1002/adfm.202102546 ↗
3. Surface structural disordering in graphite upon lithium intercalation/deintercalation10.1016/j.jpowsour.2009.12.034 ↗
4. Stabilizing the interphasial layer of Ni-rich cathode and graphite anode for lithium ion battery with multifunctional additive10.1016/j.jpowsour.2020.228343 ↗
5. Silicon oxides: a promising family of anode materials for lithium-ion batteries10.1039/C8CS00441B ↗
6. Evaluating Si-based materials for Li-ion batteries in commercially relevant negative electrodes10.1149/2.066405jes ↗
7. Silicon as anode material for Li-ion batteries10.1016/j.mseb.2016.04.016 ↗
8. Differentiating the degradation phenomena in silicon-graphite electrodes for lithium-ion batteries10.1149/2.1921712jes ↗
9. High performance silicon carbon composite anode materials for lithium ion batteries10.1016/j.jpowsour.2008.12.068 ↗
10. Mixed silicon–graphite composites as anode material for lithium ion batteries: influence of preparation conditions on the properties of the material10.1016/j.jpowsour.2004.05.012 ↗
11. Optimization of Si-containing and SiO based anodes with single-walled carbon nanotubes for high energy density applications10.1149/1945-7111/ad30dc ↗
12. Relationship between silicon percentage in graphite anode to achieve high-energy-density lithium-ion batteries10.1021/acsami.4c10178 ↗
13. The role of silicon in silicon-graphite composite electrodes regarding specific capacity, cycle stability, and expansion10.1149/1945-7111/ac4545 ↗
14. Understanding component-specific contributions and internal dynamics in silicon/graphite blended electrodes for high-energy lithium-ion batteries10.1002/batt.202100182 ↗
15. Si–graphite composites as anode materials for lithium secondary batteries10.1016/j.jpowsour.2010.03.008 ↗
16. Research progress on silicon/carbon composite anode materials for lithium-ion battery10.1016/j.jechem.2017.12.012 ↗
17. Green design of Si/SiO2/C composites as high-performance anodes for lithium-ion batteries10.1021/acsaem.0c00300 ↗
18. Surface composition of a SiOx film anode cycled in carbonate electrolyte for Li-ion batteries10.1016/j.electacta.2017.01.138 ↗
19. Modeling and simulation of inhomogeneities in a 18650 nickel-rich, silicon-graphite lithium-ion cell during fast charging10.1016/j.jpowsour.2018.11.043 ↗
20. Probing silicon lithiation in silicon-carbon blended anodes with a multi-scale porous electrode model10.1149/1945-7111/abaa69 ↗
21. Multiphysics coupled computational model for commercialized Si/graphite composite anode10.1016/j.jpowsour.2019.227667 ↗
22. Modelling capacity fade in silicon-graphite composite electrodes for lithium-ion batteries10.1016/j.electacta.2021.138067 ↗
23. Insights into the role of silicon and graphite in the electrochemical performance of silicon/graphite blended electrodes with a multi-material porous electrode model10.1149/1945-7111/ac5481 ↗
24. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell10.1149/1.2221597 ↗
25. A composite electrode model for lithium-ion batteries with silicon/graphite negative electrodes10.1016/j.jpowsour.2022.231142 ↗
26. Comparison of silicon and graphite anodes: temperature-dependence of impedance characteristics and rate performance10.1149/1945-7111/acc09d ↗
27. Thermodynamic model development for lithium intercalation electrodes10.1016/j.jpowsour.2008.07.077 ↗
28. Thermodynamics and crystal structure anomalies in lithium-intercalated graphite10.1016/j.jpowsour.2005.05.087 ↗
29. 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 ↗
30. An approach to characterize and clarify hysteresis phenomena of lithium-silicon electrodes10.1063/1.4995277 ↗
31. A multiphysics microstructure-resolved model for silicon anode lithium-ion batteries10.1016/j.jpowsour.2017.02.037 ↗
32. LIONSIMBA: a matlab framework based on a finite volume model suitable for Li-ion battery design, simulation, and control10.1149/2.0291607jes ↗
33. Lithium-ion battery state-of-charge estimation using electrochemical model with sensitive parameters adjustment10.3390/batteries9030180 ↗
34. Impact of silicon content within silicon-graphite anodes on performance and li concentration profiles of Li-ion cells using neutron depth profiling10.1149/1945-7111/abe1db ↗
35. Optimum particle size in silicon electrodes dictated by chemomechanical deformation of the SEI10.1002/adfm.202010640 ↗
36. Layered oxide, graphite and silicon-graphite electrodes for lithium-ion cells: effect of electrolyte composition and cycling windows10.1149/2.0131701jes ↗
37. Operando quantification of (De)lithiation behavior of silicon–graphite blended electrodes for lithium-ion batteries10.1002/aenm.201803380 ↗