Application of Modified K-Means Clustering Algorithm in Battery Grouping

In the production process of lithium-ion battery, the inconsistency of single cell characteristics in battery pack will seriously affect the whole life and performance of battery pack. In this paper, a lithium-ion battery grouping model is proposed, which includes a data preprocessing model and a no...

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Veröffentlicht in:	2018 IEEE 4th International Conference on Computer and Communications (ICCC) S. 2007 - 2011
Hauptverfasser:	Wang, Lianjing, Tan, Jie, Man, Chuntao, Bai, Xiwei, Wang, Xuelei, Liu, Chengbao
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.12.2018
Schlagworte:	Automation Batteries battery grouping Clustering algorithms Data models Discharges (electric) equal-number modified K-means clustering Production Temperature measurement
Online-Zugang:	Volltext
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