On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries

Tongyi Liang; Lingjun Song; Kai Shi

doi:10.1109/ICASI.2018.8394434

On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries

Tongyi Liang
, Lingjun Song
, Kai Shi

School of Transportation Science and Engineering

Beihang University

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

7 Scopus citations

Abstract

This paper presents a universal method of incremental capacity (IC)/differential voltage (DV) curves acquisition for lithium ion batteries based on moving average and empirical mode decomposition (MA-EMD). MA is firstly utilized to smooth the battery voltage and capacity data before applying the numerical derivative. Then, EMD is introduced to process pre-smoothed data. The results show that the proposed MA-EMD method is robust and universal, which is potential to be implemented in battery management system (BMS).

Original language	English
Title of host publication	Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018
Editors	Artde Donald Kin-Tak Lam, Stephen D. Prior, Teen-Hang Meen
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	976-979
Number of pages	4
ISBN (Electronic)	9781538643426
DOIs	https://doi.org/10.1109/ICASI.2018.8394434
State	Published - 22 Jun 2018
Event	4th IEEE International Conference on Applied System Innovation, ICASI 2018 - Chiba, Japan Duration: 13 Apr 2018 → 17 Apr 2018

Publication series

Name	Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018

Conference

Conference	4th IEEE International Conference on Applied System Innovation, ICASI 2018
Country/Territory	Japan
City	Chiba
Period	13/04/18 → 17/04/18

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Empirical Mode Decomposition
Incremental Capacity
Lithium-ion Battery
State of Health

Access to Document

10.1109/ICASI.2018.8394434

Cite this

Liang, T., Song, L., & Shi, K. (2018). On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries. In A. D. K.-T. Lam, S. D. Prior, & T.-H. Meen (Eds.), Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018 (pp. 976-979). (Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASI.2018.8394434

Liang, Tongyi ; Song, Lingjun ; Shi, Kai. / On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries. Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018. editor / Artde Donald Kin-Tak Lam ; Stephen D. Prior ; Teen-Hang Meen. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 976-979 (Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018).

@inproceedings{5c17af0291214807b78eee7e7d90e766,

title = "On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries",

abstract = "This paper presents a universal method of incremental capacity (IC)/differential voltage (DV) curves acquisition for lithium ion batteries based on moving average and empirical mode decomposition (MA-EMD). MA is firstly utilized to smooth the battery voltage and capacity data before applying the numerical derivative. Then, EMD is introduced to process pre-smoothed data. The results show that the proposed MA-EMD method is robust and universal, which is potential to be implemented in battery management system (BMS).",

keywords = "Empirical Mode Decomposition, Incremental Capacity, Lithium-ion Battery, State of Health",

author = "Tongyi Liang and Lingjun Song and Kai Shi",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 4th IEEE International Conference on Applied System Innovation, ICASI 2018 ; Conference date: 13-04-2018 Through 17-04-2018",

year = "2018",

month = jun,

day = "22",

doi = "10.1109/ICASI.2018.8394434",

language = "英语",

series = "Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018",

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

pages = "976--979",

editor = "Lam, \{Artde Donald Kin-Tak\} and Prior, \{Stephen D.\} and Teen-Hang Meen",

booktitle = "Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018",

address = "美国",

}

Liang, T, Song, L & Shi, K 2018, On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries. in ADK-T Lam, SD Prior & T-H Meen (eds), Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018. Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018, Institute of Electrical and Electronics Engineers Inc., pp. 976-979, 4th IEEE International Conference on Applied System Innovation, ICASI 2018, Chiba, Japan, 13/04/18. https://doi.org/10.1109/ICASI.2018.8394434

On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries. / Liang, Tongyi; Song, Lingjun; Shi, Kai.
Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018. ed. / Artde Donald Kin-Tak Lam; Stephen D. Prior; Teen-Hang Meen. Institute of Electrical and Electronics Engineers Inc., 2018. p. 976-979 (Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018).

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

TY - GEN

T1 - On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries

AU - Liang, Tongyi

AU - Song, Lingjun

AU - Shi, Kai

PY - 2018/6/22

Y1 - 2018/6/22

N2 - This paper presents a universal method of incremental capacity (IC)/differential voltage (DV) curves acquisition for lithium ion batteries based on moving average and empirical mode decomposition (MA-EMD). MA is firstly utilized to smooth the battery voltage and capacity data before applying the numerical derivative. Then, EMD is introduced to process pre-smoothed data. The results show that the proposed MA-EMD method is robust and universal, which is potential to be implemented in battery management system (BMS).

AB - This paper presents a universal method of incremental capacity (IC)/differential voltage (DV) curves acquisition for lithium ion batteries based on moving average and empirical mode decomposition (MA-EMD). MA is firstly utilized to smooth the battery voltage and capacity data before applying the numerical derivative. Then, EMD is introduced to process pre-smoothed data. The results show that the proposed MA-EMD method is robust and universal, which is potential to be implemented in battery management system (BMS).

KW - Empirical Mode Decomposition

KW - Incremental Capacity

KW - Lithium-ion Battery

KW - State of Health

UR - https://www.scopus.com/pages/publications/85050276712

U2 - 10.1109/ICASI.2018.8394434

DO - 10.1109/ICASI.2018.8394434

M3 - 会议稿件

AN - SCOPUS:85050276712

T3 - Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018

SP - 976

EP - 979

BT - Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018

A2 - Lam, Artde Donald Kin-Tak

A2 - Prior, Stephen D.

A2 - Meen, Teen-Hang

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th IEEE International Conference on Applied System Innovation, ICASI 2018

Y2 - 13 April 2018 through 17 April 2018

ER -

Liang T, Song L, Shi K. On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries. In Lam ADKT, Prior SD, Meen TH, editors, Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 976-979. (Proceedings of 4th IEEE International Conference on Applied System Innovation 2018, ICASI 2018). doi: 10.1109/ICASI.2018.8394434

On-board incremental capacity/differential voltage curves acquisition for state of health monitoring of lithium-ion batteries

Abstract

Publication series

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UN SDGs

Keywords

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