Study On Sorting Method of Zinc Silver Battery Based On Multi-Step FCM Clustering Algorithm

Ran Li; Jie Yao; Yongqin Zhou

doi:10.1587/elex.16.20190120

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Study On Sorting Method of Zinc Silver Battery Based On Multi-Step FCM Clustering Algorithm

Ran Li, Jie Yao, Yongqin Zhou

著者情報

キーワード: Silver-zinc battery, fuzzy c-mean, discharge voltage platform, consistency, rate of capacity decay

ジャーナルフリー早期公開

論文ID: 16.20190120

DOI https://doi.org/10.1587/elex.16.20190120

この記事には本公開記事があります。

The final version of this article is now available: Vol. 16 (2019), No. 7 pp. 20190120-20190120

詳細

抄録

In order to solve the problem of consistency after grouping of silver zinc battery, a multi-step FCM (MSFCM) algorithm is proposed for the separation of silver zinc battery. The method uses the clustering validity function to determine the optimal class number, two times of FCM sorting algorithm in optimal results, obtained classification results of different applications in the battery cycle life. Using the method of dynamic consistency life cycle, attenuation rate decreased significantly in the 30 cycle life test after the capacity decay rate does not exceed the idea of 10%.

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