Second-Life Battery Capacity Estimation and Method Comparison
There is increased talk about using second-life batteries in applications. In first-life applications, the batteries start from new, and a range of life cycle estimation techniques are applied. However, it is not clear how second-life batteries should be monitored compared to first life batteries. T...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-04-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/16/7/3244 |
| _version_ | 1827746842563051520 |
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| author | Jingxi Yang Matthew Beatty Dani Strickland Mina Abedi-Varnosfaderani Joe Warren |
| author_facet | Jingxi Yang Matthew Beatty Dani Strickland Mina Abedi-Varnosfaderani Joe Warren |
| author_sort | Jingxi Yang |
| collection | DOAJ |
| description | There is increased talk about using second-life batteries in applications. In first-life applications, the batteries start from new, and a range of life cycle estimation techniques are applied. However, it is not clear how second-life batteries should be monitored compared to first life batteries. This paper investigated different algorithms from first-life applications for estimating and forecasting battery cell state of health in conjunction with capacity calculations using second life cells under long term durability testing. The paper looks at how close these models predict capacity fade based on a set of second-life batteries that have been undertaking sweat testing over six different applications. The paper concludes that there are two methods that could be suitable candidates for predicting lifespan. One of these needed to be modified from the original. |
| first_indexed | 2024-03-11T05:38:06Z |
| format | Article |
| id | doaj.art-beea9a59b46b4c7db25a559b94c3c1be |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-11T05:38:06Z |
| publishDate | 2023-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-beea9a59b46b4c7db25a559b94c3c1be2023-11-17T16:39:22ZengMDPI AGEnergies1996-10732023-04-01167324410.3390/en16073244Second-Life Battery Capacity Estimation and Method ComparisonJingxi Yang0Matthew Beatty1Dani Strickland2Mina Abedi-Varnosfaderani3Joe Warren4Centre for Renewable Energy Systems Technology, Loughborough University, Loughborough LE11 3TU, UKCentre for Renewable Energy Systems Technology, Loughborough University, Loughborough LE11 3TU, UKCentre for Renewable Energy Systems Technology, Loughborough University, Loughborough LE11 3TU, UKCentre for Renewable Energy Systems Technology, Loughborough University, Loughborough LE11 3TU, UKPowerVault Ltd., Garrick Industrial Centre, Garrick Industrial Estate, Irving Way, London NW9 6AQ, UKThere is increased talk about using second-life batteries in applications. In first-life applications, the batteries start from new, and a range of life cycle estimation techniques are applied. However, it is not clear how second-life batteries should be monitored compared to first life batteries. This paper investigated different algorithms from first-life applications for estimating and forecasting battery cell state of health in conjunction with capacity calculations using second life cells under long term durability testing. The paper looks at how close these models predict capacity fade based on a set of second-life batteries that have been undertaking sweat testing over six different applications. The paper concludes that there are two methods that could be suitable candidates for predicting lifespan. One of these needed to be modified from the original.https://www.mdpi.com/1996-1073/16/7/3244energy storagesecond-life batterycapacity estimationcapacity fade remaining useful life |
| spellingShingle | Jingxi Yang Matthew Beatty Dani Strickland Mina Abedi-Varnosfaderani Joe Warren Second-Life Battery Capacity Estimation and Method Comparison Energies energy storage second-life battery capacity estimation capacity fade remaining useful life |
| title | Second-Life Battery Capacity Estimation and Method Comparison |
| title_full | Second-Life Battery Capacity Estimation and Method Comparison |
| title_fullStr | Second-Life Battery Capacity Estimation and Method Comparison |
| title_full_unstemmed | Second-Life Battery Capacity Estimation and Method Comparison |
| title_short | Second-Life Battery Capacity Estimation and Method Comparison |
| title_sort | second life battery capacity estimation and method comparison |
| topic | energy storage second-life battery capacity estimation capacity fade remaining useful life |
| url | https://www.mdpi.com/1996-1073/16/7/3244 |
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