Understanding of Lithium-ion battery degradation using multisine-based nonlinear characterization method
The nonlinearity of lithium-ion battery voltage response has been recently gained high attention in battery characterization and health diagnosis. The multisine-based nonlinear characterization method has the potential for development as an expedient on-board technique for analyzing nonlinear respon...
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Veröffentlicht in: | Energy (Oxford) 2024-03, Vol.290, p.130230, Article 130230 |
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creator | Fan, Chuanxin Liu, Kailong Zhu, Tao Peng, Qiao |
description | The nonlinearity of lithium-ion battery voltage response has been recently gained high attention in battery characterization and health diagnosis. The multisine-based nonlinear characterization method has the potential for development as an expedient on-board technique for analyzing nonlinear responses. Despite this, it remains challenging to analyze the effect of aging degradation on LIB nonlinearity. In this study, the odd random-phase multisine method is performed on fresh and aged three-electrode experimental cells. This allowed for the separation of impedance-related linear approximation and odd or even order nonlinearity toward the full-cell voltage into their respective electrodes. The results demonstrate that, as the LIB degrades, the increase of impedance-related linear approximation estimated by the multisine-based method agrees well with the results of conventional EIS. The variation of nonlinearities is demonstrated in relation to the effect of degradation modes. The multisine-based method presents the advantage of simultaneously capturing impedance-related and nonlinearity information. This makes it become a fast diagnostic method that can be implemented in a BMS to quantify the causes of battery degradation, thereby supporting battery utilization optimization and future battery designs.
•A multisine nonlinear characterization method is used to investigate LIB degradation.•A 3-electrode set-up is characterized for individual electrode degradation analysis.•Frequency domain response of individual electrodes is analyzed during cycle aging.•The nonlinearity in LIB voltage is demonstrated to provide degradation information. |
doi_str_mv | 10.1016/j.energy.2024.130230 |
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•A multisine nonlinear characterization method is used to investigate LIB degradation.•A 3-electrode set-up is characterized for individual electrode degradation analysis.•Frequency domain response of individual electrodes is analyzed during cycle aging.•The nonlinearity in LIB voltage is demonstrated to provide degradation information.</description><identifier>ISSN: 0360-5442</identifier><identifier>DOI: 10.1016/j.energy.2024.130230</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Degradation mode ; diagnostic techniques ; electric potential difference ; lithium batteries ; Lithium-ion battery ; Multisine signal ; Nonlinear characterization ; Odd-even nonlinearities</subject><ispartof>Energy (Oxford), 2024-03, Vol.290, p.130230, Article 130230</ispartof><rights>2024 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c339t-f730e03f7b55d121648e48e040d23fc519d1bdfb835274c62ca2e66a47f1bab3</citedby><cites>FETCH-LOGICAL-c339t-f730e03f7b55d121648e48e040d23fc519d1bdfb835274c62ca2e66a47f1bab3</cites><orcidid>0000-0001-8195-5308 ; 0000-0002-3564-6966 ; 0000-0002-2449-4338 ; 0000-0002-3837-3932</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S036054422400001X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Fan, Chuanxin</creatorcontrib><creatorcontrib>Liu, Kailong</creatorcontrib><creatorcontrib>Zhu, Tao</creatorcontrib><creatorcontrib>Peng, Qiao</creatorcontrib><title>Understanding of Lithium-ion battery degradation using multisine-based nonlinear characterization method</title><title>Energy (Oxford)</title><description>The nonlinearity of lithium-ion battery voltage response has been recently gained high attention in battery characterization and health diagnosis. The multisine-based nonlinear characterization method has the potential for development as an expedient on-board technique for analyzing nonlinear responses. Despite this, it remains challenging to analyze the effect of aging degradation on LIB nonlinearity. In this study, the odd random-phase multisine method is performed on fresh and aged three-electrode experimental cells. This allowed for the separation of impedance-related linear approximation and odd or even order nonlinearity toward the full-cell voltage into their respective electrodes. The results demonstrate that, as the LIB degrades, the increase of impedance-related linear approximation estimated by the multisine-based method agrees well with the results of conventional EIS. The variation of nonlinearities is demonstrated in relation to the effect of degradation modes. The multisine-based method presents the advantage of simultaneously capturing impedance-related and nonlinearity information. This makes it become a fast diagnostic method that can be implemented in a BMS to quantify the causes of battery degradation, thereby supporting battery utilization optimization and future battery designs.
•A multisine nonlinear characterization method is used to investigate LIB degradation.•A 3-electrode set-up is characterized for individual electrode degradation analysis.•Frequency domain response of individual electrodes is analyzed during cycle aging.•The nonlinearity in LIB voltage is demonstrated to provide degradation information.</description><subject>Degradation mode</subject><subject>diagnostic techniques</subject><subject>electric potential difference</subject><subject>lithium batteries</subject><subject>Lithium-ion battery</subject><subject>Multisine signal</subject><subject>Nonlinear characterization</subject><subject>Odd-even nonlinearities</subject><issn>0360-5442</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kEtLxDAUhbNQcBz9By66dNOaR5O2G0EGXzDgZlyHNLmdZmiTMUmF8dfboa6FC_fBOQfuh9AdwQXBRDwcCnAQ9qeCYloWhGHK8AVaYSZwzsuSXqHrGA8YY143zQr1n85AiEk5Y90-8122tam305hb77JWpQThlBnYB2VUOt-meBaO05DsPEHeqggmc94N86ZCpnsVlJ5t9mcxjJB6b27QZaeGCLd_fY12L8-7zVu-_Xh93zxtc81Yk_KuYhgw66qWc0MoEWUNc-ESG8o6zUljSGu6tmacVqUWVCsKQqiy6kirWrZG90vsMfivCWKSo40ahkE58FOUjHAmCOe1mKXlItXBxxigk8dgRxVOkmB5ZikPcmEpzyzlwnK2PS42mL_4thBk1BacBmMD6CSNt_8H_AKNvIOp</recordid><startdate>20240301</startdate><enddate>20240301</enddate><creator>Fan, Chuanxin</creator><creator>Liu, Kailong</creator><creator>Zhu, Tao</creator><creator>Peng, Qiao</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0001-8195-5308</orcidid><orcidid>https://orcid.org/0000-0002-3564-6966</orcidid><orcidid>https://orcid.org/0000-0002-2449-4338</orcidid><orcidid>https://orcid.org/0000-0002-3837-3932</orcidid></search><sort><creationdate>20240301</creationdate><title>Understanding of Lithium-ion battery degradation using multisine-based nonlinear characterization method</title><author>Fan, Chuanxin ; Liu, Kailong ; Zhu, Tao ; Peng, Qiao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c339t-f730e03f7b55d121648e48e040d23fc519d1bdfb835274c62ca2e66a47f1bab3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Degradation mode</topic><topic>diagnostic techniques</topic><topic>electric potential difference</topic><topic>lithium batteries</topic><topic>Lithium-ion battery</topic><topic>Multisine signal</topic><topic>Nonlinear characterization</topic><topic>Odd-even nonlinearities</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fan, Chuanxin</creatorcontrib><creatorcontrib>Liu, Kailong</creatorcontrib><creatorcontrib>Zhu, Tao</creatorcontrib><creatorcontrib>Peng, Qiao</creatorcontrib><collection>CrossRef</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Energy (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fan, Chuanxin</au><au>Liu, Kailong</au><au>Zhu, Tao</au><au>Peng, Qiao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Understanding of Lithium-ion battery degradation using multisine-based nonlinear characterization method</atitle><jtitle>Energy (Oxford)</jtitle><date>2024-03-01</date><risdate>2024</risdate><volume>290</volume><spage>130230</spage><pages>130230-</pages><artnum>130230</artnum><issn>0360-5442</issn><abstract>The nonlinearity of lithium-ion battery voltage response has been recently gained high attention in battery characterization and health diagnosis. The multisine-based nonlinear characterization method has the potential for development as an expedient on-board technique for analyzing nonlinear responses. Despite this, it remains challenging to analyze the effect of aging degradation on LIB nonlinearity. In this study, the odd random-phase multisine method is performed on fresh and aged three-electrode experimental cells. This allowed for the separation of impedance-related linear approximation and odd or even order nonlinearity toward the full-cell voltage into their respective electrodes. The results demonstrate that, as the LIB degrades, the increase of impedance-related linear approximation estimated by the multisine-based method agrees well with the results of conventional EIS. The variation of nonlinearities is demonstrated in relation to the effect of degradation modes. The multisine-based method presents the advantage of simultaneously capturing impedance-related and nonlinearity information. This makes it become a fast diagnostic method that can be implemented in a BMS to quantify the causes of battery degradation, thereby supporting battery utilization optimization and future battery designs.
•A multisine nonlinear characterization method is used to investigate LIB degradation.•A 3-electrode set-up is characterized for individual electrode degradation analysis.•Frequency domain response of individual electrodes is analyzed during cycle aging.•The nonlinearity in LIB voltage is demonstrated to provide degradation information.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.energy.2024.130230</doi><orcidid>https://orcid.org/0000-0001-8195-5308</orcidid><orcidid>https://orcid.org/0000-0002-3564-6966</orcidid><orcidid>https://orcid.org/0000-0002-2449-4338</orcidid><orcidid>https://orcid.org/0000-0002-3837-3932</orcidid></addata></record> |
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subjects | Degradation mode diagnostic techniques electric potential difference lithium batteries Lithium-ion battery Multisine signal Nonlinear characterization Odd-even nonlinearities |
title | Understanding of Lithium-ion battery degradation using multisine-based nonlinear characterization method |
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