Battery Grouping with Time Series Clustering Based on Affinity Propagation

Battery Grouping with Time Series Clustering Based on Affinity Propagation

Battery grouping is a technology widely used to improve the performance of battery packs. In this paper, we propose a time series clustering based battery grouping method. The proposed method utilizes the whole battery charge/discharge sequence for battery grouping. The time sequences are first deno...

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Bibliographic Details
Main Authors: Zhiwei He, Mingyu Gao, Guojin Ma, Yuanyuan Liu, Lijun Tang
Format: Article
Language:English
Published: MDPI AG 2016-07-01
Series:Energies
Subjects:
battery grouping
affinity propagation
time series clustering
wavelet denoising
Online Access:http://www.mdpi.com/1996-1073/9/7/561

Internet

http://www.mdpi.com/1996-1073/9/7/561

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