Full factorial design of experiments dataset for parallel-connected lithium-ion cells imbalanced performance investigation

被引:5
|
作者
Piombo, Gabriele [1 ,2 ]
Fasolato, Simone [1 ,3 ]
Heymer, Robert [2 ]
Hidalgo, Marc F. [2 ]
Niri, Mona Faraji [2 ]
Raimondo, Davide M. [3 ]
Marco, James [2 ]
Onori, Simona [1 ]
机构
[1] Stanford Univ, Dept Energy Sci & Engn, Stanford, CA 94305 USA
[2] Univ Warwick, WMG, Coventry, England
[3] Univ Pavia, Dept Elect Comp & Biomed Engn, Pavia, Italy
来源
DATA IN BRIEF | 2024年 / 53卷
关键词
Lithium -ion battery; Parallel -connected cells; Cell -to -cell parameters variation; Current and temperature imbalance; Design of experiments; Cell characterisation; MULTISINE SIGNALS;
D O I
10.1016/j.dib.2024.110227
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper shares an experimental dataset of lithium-ion battery parallel-connected modules. The campaign, conducted at the Stanford Energy Control Laboratory, employs a comprehensive full factorial Design of Experiment methodology on ladder-configured parallel strings. A total of 54 test conditions were investigated under various operating temperatures, cell-to-cell interconnection resistance, cell chemistry, and aging levels. The module-level testing procedure inand Constant Current (CC) discharge. Beyond monitoring total module current and voltage, Hall sensors and thermocouples were employed to measure the signals from each individual cell to quantify both current and temperature distribution within each tested module configuration. Additionally, the dataset contains cell characterization data for every cell (i.e. NCA Samsung INR21700-50E and NMC LG-Chem INR21700-M50T) used in the module-level experiments. This dataset provides valuable resources for developing battery physics-based, empirical, and data-driven models at single cell and module level. Ultimately, it contributes to advance our understanding of how cell-to-cell heterogeneity propagates within the module and how that affects the overall system performance. (c) 2024 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Unveiling the performance impact of module level features on parallel-connected lithium-ion cells via explainable machine learning techniques on a full factorial design of experiments
    Piombo, Gabriele
    Fasolato, Simone
    Heymer, Robert
    Hidalgo, Marc
    Niri, Mona Faraji
    Onori, Simona
    Marco, James
    JOURNAL OF ENERGY STORAGE, 2024, 131
  • [2] Effect of module configurations on the performance of parallel-connected lithium-ion battery modules
    Chang, Long
    Yu, Yongshuai
    Mu, Mingfei
    Ding, Zhaolei
    MacDonald, Brian
    Sun, Zhezhe
    JOURNAL OF ENERGY STORAGE, 2024, 102
  • [3] Analysis of parallel connected lithium-ion cells imbalanced performance based on electrothermal modelling environment
    Piombo, Gabriele
    Marco, James
    Boyd, Richard
    2021 IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC), 2021,
  • [4] Influence of connection impedance on the performance of parallel-connected lithium-ion battery modules
    Yang, Wenjing
    Lang, Manquan
    Yu, Xinling
    Yang, Xulai
    JOURNAL OF POWER SOURCES, 2024, 593
  • [5] Study on Modelling and Analysis of Imbalanced Current inside Parallel-connected Lithium-ion Batteries for Electric Vehicle
    Huang X.
    Feng X.
    Han X.
    Lu L.
    Ouyang M.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2019, 55 (20): : 44 - 51
  • [6] Management of imbalances in parallel-connected lithium-ion battery packs
    Diao, Weiping
    Pecht, Michael
    Liu, Tao
    JOURNAL OF ENERGY STORAGE, 2019, 24
  • [7] Investigation of Current Sharing and Heat Dissipation in Parallel-Connected Lithium-Ion Battery Packs
    Zhang, Yichao
    Zhao, Ruxiu
    Dubie, Jacob
    Jahns, Thomas
    Juang, Larry
    2016 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2016,
  • [8] Discharge by Short Circuit Currents of Parallel-Connected Lithium-Ion Cells in Thermal Propagation
    Koch, Sascha
    Fill, Alexander
    Kelesiadou, Katerina
    Birke, Kai Peter
    BATTERIES-BASEL, 2019, 5 (01):
  • [9] A novel measurement technique for parallel-connected lithium-ion cells with controllable interconnection resistance
    Jocher, P.
    Steinhardt, M.
    Ludwig, S.
    Schindler, M.
    Martin, J.
    Jossen, A.
    JOURNAL OF POWER SOURCES, 2021, 503
  • [10] Interaction of Temperature and Current Differences among parallel-connected Lithium-Ion Cells in Dependency of the thermal Battery Design
    Fill, Alexander
    Birke, Kai Peter
    2022 IEEE 21ST MEDITERRANEAN ELECTROTECHNICAL CONFERENCE (IEEE MELECON 2022), 2022, : 195 - 200