The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries

Shun Chung Wang; Jia Wei Huang; Yi Hua Liu; Ching Hsing Hsieh

doi:10.1109/WCICA.2011.5970534

The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries

Shun Chung Wang^*
, Jia Wei Huang
, Yi Hua Liu
, Ching Hsing Hsieh

^*Corresponding author for this work

Lunghwa University of Science and Technology
National Taiwan University of Science and Technology

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

5 Scopus citations

Abstract

Lithium-ion (Li-ion) batteries have become the major power source for today's electronic products because they have advantages such as high energy density, low maintenance requirement, high open circuit voltage (OCV), low self-discharge rate and lack of memory effect. The performance and lifespan of Li-ion batteries are closely related to the quality of the charging pattern. Therefore, an optimal charging pattern is essential for Li-ion batteries. In this paper, a Taguchi-based algorithm is presented. Consecutive orthogonal array (COA) techniques are utilized to determine the optimal five step constant current charging patterns. Experimental results show that the obtained charging pattern is capable of charging the Li-ion batteries to 95% capacity. Comparing to the conventional constant current-constant voltage (CC-CV) method, the benefits of the obtained pattern are faster and safer charging and longer battery cycle life.

Original language	English
Title of host publication	WCICA 2011 - 2011 World Congress on Intelligent Control and Automation, Conference Digest
Pages	358-363
Number of pages	6
DOIs	https://doi.org/10.1109/WCICA.2011.5970534
State	Published - 2011
Externally published	Yes
Event	2011 World Congress on Intelligent Control and Automation, WCICA 2011 - Taipei, Taiwan Duration: 21 06 2011 → 25 06 2011

Publication series

Name	Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Conference

Conference	2011 World Congress on Intelligent Control and Automation, WCICA 2011
Country/Territory	Taiwan
City	Taipei
Period	21/06/11 → 25/06/11

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Consecutive orthogonal array
Optimal charging pattern
Taguchi method

Access to Document

10.1109/WCICA.2011.5970534

Cite this

Wang, S. C., Huang, J. W., Liu, Y. H., & Hsieh, C. H. (2011). The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries. In WCICA 2011 - 2011 World Congress on Intelligent Control and Automation, Conference Digest (pp. 358-363). Article 5970534 (Proceedings of the World Congress on Intelligent Control and Automation (WCICA)). https://doi.org/10.1109/WCICA.2011.5970534

Wang, Shun Chung ; Huang, Jia Wei ; Liu, Yi Hua et al. / The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries. WCICA 2011 - 2011 World Congress on Intelligent Control and Automation, Conference Digest. 2011. pp. 358-363 (Proceedings of the World Congress on Intelligent Control and Automation (WCICA)).

@inproceedings{1adc809b7d2041968b00d96851d74548,

title = "The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries",

abstract = "Lithium-ion (Li-ion) batteries have become the major power source for today's electronic products because they have advantages such as high energy density, low maintenance requirement, high open circuit voltage (OCV), low self-discharge rate and lack of memory effect. The performance and lifespan of Li-ion batteries are closely related to the quality of the charging pattern. Therefore, an optimal charging pattern is essential for Li-ion batteries. In this paper, a Taguchi-based algorithm is presented. Consecutive orthogonal array (COA) techniques are utilized to determine the optimal five step constant current charging patterns. Experimental results show that the obtained charging pattern is capable of charging the Li-ion batteries to 95\% capacity. Comparing to the conventional constant current-constant voltage (CC-CV) method, the benefits of the obtained pattern are faster and safer charging and longer battery cycle life.",

keywords = "Consecutive orthogonal array, Optimal charging pattern, Taguchi method",

author = "Wang, \{Shun Chung\} and Huang, \{Jia Wei\} and Liu, \{Yi Hua\} and Hsieh, \{Ching Hsing\}",

year = "2011",

doi = "10.1109/WCICA.2011.5970534",

language = "英语",

isbn = "9781612847009",

series = "Proceedings of the World Congress on Intelligent Control and Automation (WCICA)",

pages = "358--363",

booktitle = "WCICA 2011 - 2011 World Congress on Intelligent Control and Automation, Conference Digest",

note = "2011 World Congress on Intelligent Control and Automation, WCICA 2011 ; Conference date: 21-06-2011 Through 25-06-2011",

}

Wang, SC, Huang, JW, Liu, YH & Hsieh, CH 2011, The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries. in WCICA 2011 - 2011 World Congress on Intelligent Control and Automation, Conference Digest., 5970534, Proceedings of the World Congress on Intelligent Control and Automation (WCICA), pp. 358-363, 2011 World Congress on Intelligent Control and Automation, WCICA 2011, Taipei, Taiwan, 21/06/11. https://doi.org/10.1109/WCICA.2011.5970534

The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries. / Wang, Shun Chung; Huang, Jia Wei; Liu, Yi Hua et al.
WCICA 2011 - 2011 World Congress on Intelligent Control and Automation, Conference Digest. 2011. p. 358-363 5970534 (Proceedings of the World Congress on Intelligent Control and Automation (WCICA)).

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

TY - GEN

T1 - The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries

AU - Wang, Shun Chung

AU - Huang, Jia Wei

AU - Liu, Yi Hua

AU - Hsieh, Ching Hsing

PY - 2011

Y1 - 2011

N2 - Lithium-ion (Li-ion) batteries have become the major power source for today's electronic products because they have advantages such as high energy density, low maintenance requirement, high open circuit voltage (OCV), low self-discharge rate and lack of memory effect. The performance and lifespan of Li-ion batteries are closely related to the quality of the charging pattern. Therefore, an optimal charging pattern is essential for Li-ion batteries. In this paper, a Taguchi-based algorithm is presented. Consecutive orthogonal array (COA) techniques are utilized to determine the optimal five step constant current charging patterns. Experimental results show that the obtained charging pattern is capable of charging the Li-ion batteries to 95% capacity. Comparing to the conventional constant current-constant voltage (CC-CV) method, the benefits of the obtained pattern are faster and safer charging and longer battery cycle life.

AB - Lithium-ion (Li-ion) batteries have become the major power source for today's electronic products because they have advantages such as high energy density, low maintenance requirement, high open circuit voltage (OCV), low self-discharge rate and lack of memory effect. The performance and lifespan of Li-ion batteries are closely related to the quality of the charging pattern. Therefore, an optimal charging pattern is essential for Li-ion batteries. In this paper, a Taguchi-based algorithm is presented. Consecutive orthogonal array (COA) techniques are utilized to determine the optimal five step constant current charging patterns. Experimental results show that the obtained charging pattern is capable of charging the Li-ion batteries to 95% capacity. Comparing to the conventional constant current-constant voltage (CC-CV) method, the benefits of the obtained pattern are faster and safer charging and longer battery cycle life.

KW - Consecutive orthogonal array

KW - Optimal charging pattern

KW - Taguchi method

UR - https://www.scopus.com/pages/publications/80052410205

U2 - 10.1109/WCICA.2011.5970534

DO - 10.1109/WCICA.2011.5970534

M3 - 会议稿件

AN - SCOPUS:80052410205

SN - 9781612847009

T3 - Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

SP - 358

EP - 363

BT - WCICA 2011 - 2011 World Congress on Intelligent Control and Automation, Conference Digest

T2 - 2011 World Congress on Intelligent Control and Automation, WCICA 2011

Y2 - 21 June 2011 through 25 June 2011

ER -

Wang SC, Huang JW, Liu YH, Hsieh CH. The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries. In WCICA 2011 - 2011 World Congress on Intelligent Control and Automation, Conference Digest. 2011. p. 358-363. 5970534. (Proceedings of the World Congress on Intelligent Control and Automation (WCICA)). doi: 10.1109/WCICA.2011.5970534

The implementation of consecutive orthogonal array method on searching optimal five step charging pattern for lithium-ion batteries

Abstract

Publication series

Conference

UN SDGs

Keywords

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