Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries

Xi Chen; Jinhao Meng; Mingqiang Lin; Jichang Peng; Ji Wu; Hao Su

doi:10.1109/ICSC57768.2022.9993932

Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries

Xi Chen
, Jinhao Meng
, Mingqiang Lin
, Jichang Peng
, Ji Wu
, Hao Su

Sichuan University
CAS - Fujian Institute of Research on the Structure of Matter
Nanjing Institute of Technology
Hefei University of Technology
Engineering Research Center for Intelligent Transportation and Cooperative Vehicle-Infrastructure of Anhui Province

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Owing to the inconsistent decay among cells during their applications, the battery uniformity is low, which seriously restricts the economy and efficiency of the cascade utilization of large-scale retired lithium batteries. Moreover, due to the complex chemical reaction inside the battery, the degradation process cannot be accurately described. It is particularly critical to select appropriate health indicators (HI) for screening and evaluating the value of the battery for echelon utilization. Given the above problems, this paper uses the measurement of a battery tester to extract suitable HI subsets from the charging curve, IC curve, and other curves, and uses the Pearson correlation coefficient to analyze the correlations for subsets of HI. The effective HIs for screening the secondary use of the battery are suggested. Experimental results prove the good correlation characteristics of the recommended HI with battery capacity, which can be further used to improve the accuracy and efficiency of battery screening.

Original language	English
Title of host publication	2022 10th International Conference on Systems and Control, ICSC 2022
Editors	Driss Mehdi, Rachid Outbib, Ahmed El-Hajjaji, Eric Busvelle, Hassan Noura
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	156-160
Number of pages	5
ISBN (Electronic)	9781665465076
DOIs	https://doi.org/10.1109/ICSC57768.2022.9993932
State	Published - 2022
Externally published	Yes
Event	10th International Conference on Systems and Control, ICSC 2022 - Marseille, France Duration: 23 Nov 2022 → 25 Nov 2022

Publication series

Name	2022 10th International Conference on Systems and Control, ICSC 2022

Conference

Conference	10th International Conference on Systems and Control, ICSC 2022
Country/Territory	France
City	Marseille
Period	23/11/22 → 25/11/22

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Battery echelon utilization
correlation coefficient
health indicator
screening and selection

Access to Document

10.1109/ICSC57768.2022.9993932

Cite this

Chen, X., Meng, J., Lin, M., Peng, J., Wu, J., & Su, H. (2022). Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries. In D. Mehdi, R. Outbib, A. El-Hajjaji, E. Busvelle, & H. Noura (Eds.), 2022 10th International Conference on Systems and Control, ICSC 2022 (pp. 156-160). (2022 10th International Conference on Systems and Control, ICSC 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSC57768.2022.9993932

Chen, Xi ; Meng, Jinhao ; Lin, Mingqiang et al. / Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries. 2022 10th International Conference on Systems and Control, ICSC 2022. editor / Driss Mehdi ; Rachid Outbib ; Ahmed El-Hajjaji ; Eric Busvelle ; Hassan Noura. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 156-160 (2022 10th International Conference on Systems and Control, ICSC 2022).

@inproceedings{faa337252b2842b2ab0dce759e8866e1,

title = "Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries",

abstract = "Owing to the inconsistent decay among cells during their applications, the battery uniformity is low, which seriously restricts the economy and efficiency of the cascade utilization of large-scale retired lithium batteries. Moreover, due to the complex chemical reaction inside the battery, the degradation process cannot be accurately described. It is particularly critical to select appropriate health indicators (HI) for screening and evaluating the value of the battery for echelon utilization. Given the above problems, this paper uses the measurement of a battery tester to extract suitable HI subsets from the charging curve, IC curve, and other curves, and uses the Pearson correlation coefficient to analyze the correlations for subsets of HI. The effective HIs for screening the secondary use of the battery are suggested. Experimental results prove the good correlation characteristics of the recommended HI with battery capacity, which can be further used to improve the accuracy and efficiency of battery screening.",

keywords = "Battery echelon utilization, correlation coefficient, health indicator, screening and selection",

author = "Xi Chen and Jinhao Meng and Mingqiang Lin and Jichang Peng and Ji Wu and Hao Su",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 10th International Conference on Systems and Control, ICSC 2022 ; Conference date: 23-11-2022 Through 25-11-2022",

year = "2022",

doi = "10.1109/ICSC57768.2022.9993932",

language = "英语",

series = "2022 10th International Conference on Systems and Control, ICSC 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "156--160",

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Chen, X, Meng, J, Lin, M, Peng, J, Wu, J & Su, H 2022, Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries. in D Mehdi, R Outbib, A El-Hajjaji, E Busvelle & H Noura (eds), 2022 10th International Conference on Systems and Control, ICSC 2022. 2022 10th International Conference on Systems and Control, ICSC 2022, Institute of Electrical and Electronics Engineers Inc., pp. 156-160, 10th International Conference on Systems and Control, ICSC 2022, Marseille, France, 23/11/22. https://doi.org/10.1109/ICSC57768.2022.9993932

Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries. / Chen, Xi; Meng, Jinhao; Lin, Mingqiang et al.
2022 10th International Conference on Systems and Control, ICSC 2022. ed. / Driss Mehdi; Rachid Outbib; Ahmed El-Hajjaji; Eric Busvelle; Hassan Noura. Institute of Electrical and Electronics Engineers Inc., 2022. p. 156-160 (2022 10th International Conference on Systems and Control, ICSC 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries

AU - Chen, Xi

AU - Meng, Jinhao

AU - Lin, Mingqiang

AU - Peng, Jichang

AU - Wu, Ji

AU - Su, Hao

PY - 2022

Y1 - 2022

N2 - Owing to the inconsistent decay among cells during their applications, the battery uniformity is low, which seriously restricts the economy and efficiency of the cascade utilization of large-scale retired lithium batteries. Moreover, due to the complex chemical reaction inside the battery, the degradation process cannot be accurately described. It is particularly critical to select appropriate health indicators (HI) for screening and evaluating the value of the battery for echelon utilization. Given the above problems, this paper uses the measurement of a battery tester to extract suitable HI subsets from the charging curve, IC curve, and other curves, and uses the Pearson correlation coefficient to analyze the correlations for subsets of HI. The effective HIs for screening the secondary use of the battery are suggested. Experimental results prove the good correlation characteristics of the recommended HI with battery capacity, which can be further used to improve the accuracy and efficiency of battery screening.

AB - Owing to the inconsistent decay among cells during their applications, the battery uniformity is low, which seriously restricts the economy and efficiency of the cascade utilization of large-scale retired lithium batteries. Moreover, due to the complex chemical reaction inside the battery, the degradation process cannot be accurately described. It is particularly critical to select appropriate health indicators (HI) for screening and evaluating the value of the battery for echelon utilization. Given the above problems, this paper uses the measurement of a battery tester to extract suitable HI subsets from the charging curve, IC curve, and other curves, and uses the Pearson correlation coefficient to analyze the correlations for subsets of HI. The effective HIs for screening the secondary use of the battery are suggested. Experimental results prove the good correlation characteristics of the recommended HI with battery capacity, which can be further used to improve the accuracy and efficiency of battery screening.

KW - Battery echelon utilization

KW - correlation coefficient

KW - health indicator

KW - screening and selection

UR - https://www.scopus.com/pages/publications/85146489387

U2 - 10.1109/ICSC57768.2022.9993932

DO - 10.1109/ICSC57768.2022.9993932

M3 - 会议稿件

AN - SCOPUS:85146489387

T3 - 2022 10th International Conference on Systems and Control, ICSC 2022

SP - 156

EP - 160

BT - 2022 10th International Conference on Systems and Control, ICSC 2022

A2 - Mehdi, Driss

A2 - Outbib, Rachid

A2 - El-Hajjaji, Ahmed

A2 - Busvelle, Eric

A2 - Noura, Hassan

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 10th International Conference on Systems and Control, ICSC 2022

Y2 - 23 November 2022 through 25 November 2022

ER -

Chen X, Meng J, Lin M, Peng J, Wu J, Su H. Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries. In Mehdi D, Outbib R, El-Hajjaji A, Busvelle E, Noura H, editors, 2022 10th International Conference on Systems and Control, ICSC 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 156-160. (2022 10th International Conference on Systems and Control, ICSC 2022). doi: 10.1109/ICSC57768.2022.9993932

Screening Indicators Analysis for the Echelon Utilization of Lithium-ion Batteries

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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