Overview on Theoretical Simulations of Lithium-Ion Batteries and Their Application to Battery Separators

被引:83
作者
Miranda, Daniel [1 ,2 ]
Goncalves, Renato [3 ]
Wuttke, Stefan [4 ,5 ]
Costa, Carlos M. [6 ,7 ,8 ]
Lanceros-Mendez, Senentxu [4 ,5 ]
机构
[1] IPCA, 2Ai Sch Technol, P-4750810 Barcelos, Portugal
[2] LASI Associate Lab Intelligent Syst, Guimaraes, Portugal
[3] Univ Minho, Ctr Chem, P-4710057 Braga, Portugal
[4] BCMaterials, Basque Ctr Mat Applicat & Nanostruct, UPV EHU Sci Pk, Leioa 48940, Spain
[5] Basque Fdn Sci, IKERBASQUE, Bilbao 48009, Spain
[6] Univ Minho, Phys Ctr Minho & Porto Univ CF UM UP, P-4710057 Braga, Portugal
[7] Univ Minho, Lab Phys Mat & Emergent Technol, LapMET, P-4710057 Braga, Portugal
[8] Univ Minho, IB S Inst Sci & Innovat Sustainabil, P-4710057 Braga, Portugal
关键词
electrochemical models; lithium-ion batteries; modeling; separators; theoretical simulation; thermal models; USEFUL LIFE PREDICTION; OF-THE-ART; COMPUTER-SIMULATION; LIQUID ELECTROLYTES; NONWOVEN SEPARATOR; STRESS-ANALYSIS; SILK FIBROIN; PERFORMANCE; STATE; MODEL;
D O I
10.1002/aenm.202203874
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
For the proper design and evaluation of next-generation lithium-ion batteries, different physical-chemical scales have to be considered. Taking into account the electrochemical principles and methods that govern the different processes occurring in the battery, the present review describes the main theoretical electrochemical and thermal models that allow simulation of the performance of lithium-ion batteries, including different materials and components (electrodes and separators) and battery geometries. As the separator plays an essential role in the performance and safety of lithium-ion batteries, the recent theoretical simulation work for this battery component are shown, with particular emphasis on morphology, dendrite growth, ionic transport, and mechanical properties. Further theoretical simulations and modeling of this battery component are still required for improving performance, taking into consideration varying geometric parameters such as pore size, porosity, and tortuosity as well as the optimization of the lithium diffusion process and ionic conductivity value. Theoretical simulations of battery separators will play an essential role in the new generation of lithium-ion batteries, allowing the improvement of their performance while reducing experimental probes and time.
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页数:22
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共 213 条
  • [1] Fluoropolymer/ceramic matrix as a polymer electrolyte in Li-ion batteries: a case study on the influence of polyether into PVdF/BaTiO3 matrix via immersion precipitation
    Aadheeshwaran, S.
    Sankaranarayanan, K.
    Ganesh, V.
    [J]. IONICS, 2021, 27 (02) : 607 - 617
  • [2] Advances in materials and fabrication of separators in supercapacitors
    Ahankari, Sandeep
    Lasrado, Dylan
    Subramaniam, Ramesh
    [J]. MATERIALS ADVANCES, 2022, 3 (03): : 1472 - 1496
  • [3] Enhanced electrochemical capabilities of lithium ion batteries by structurally ideal AAO separator
    Ahn, Yong-keon
    Park, Junwoo
    Shin, Dalwoo
    Cho, Sanghun
    Park, Si Yun
    Kim, Hyunjin
    Piao, Yuanzhe
    Yoo, Jeeyoung
    Kim, Youn Sang
    [J]. JOURNAL OF MATERIALS CHEMISTRY A, 2015, 3 (20) : 10715 - 10719
  • [4] Application of DFT-based machine learning for developing molecular electrode materials in Li-ion batteries
    Allam, Omar
    Cho, Byung Woo
    Kim, Ki Chul
    Jang, Seung Soon
    [J]. RSC ADVANCES, 2018, 8 (69) : 39414 - 39420
  • [5] Battery separators
    Arora, P
    Zhang, ZM
    [J]. CHEMICAL REVIEWS, 2004, 104 (10) : 4419 - 4462
  • [6] Association for Chemical Innovation, 2016, COMPUTER SIMULATION
  • [7] Quantitative performance analysis of graphite-LiFePO4 battery working at low temperature
    Bae, Seongjun
    Song, Hyeon Don
    Nam, Inho
    Kim, Gil-Pyo
    Lee, Jong Min
    Yi, Jongheop
    [J]. CHEMICAL ENGINEERING SCIENCE, 2014, 118 : 74 - 82
  • [8] Barbosa J. C., 2022, ADV ENERG SUST RES, V443
  • [9] Artificial intelligence and machine learning for targeted energy storage solutions
    Barrett, Dean H.
    Haruna, Aderemi
    [J]. CURRENT OPINION IN ELECTROCHEMISTRY, 2020, 21 : 160 - 166
  • [10] Modeling and simulation of 2D lithium-ion solid state battery
    Bates, Alex
    Mukherjee, Santanu
    Schuppert, Nicholas
    Son, Byungrak
    Kim, Joo Gon
    Park, Sam
    [J]. INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2015, 39 (11) : 1505 - 1518