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基于B-样条曲线聚类法在锂电池衰退方面应用

于海芳 刘龙

电源技术2017,Vol.41Issue(11):1537-1540,4.
电源技术2017,Vol.41Issue(11):1537-1540,4.

基于B-样条曲线聚类法在锂电池衰退方面应用

Application of clustering methods based on B-spline curve in a lithium-ion battery recession patterns

于海芳 1刘龙2

作者信息

  • 1. 长春工业大学电气与电子工程学院,吉林长春130012
  • 2. 滨州学院电气工程学院,山东滨州256600
  • 折叠

摘要

Abstract

A new method for lithium-ion batteries recession pattern classification was presented.The degree of L2 distance was used as a measure of closeness and the function expansion was described in the uniform B-spline,the curve information was introduced into the clustering algorithm,and the recession mode species was greatly reduced.Finally,a lithium-ion battery test platform was built,with experimental data model to verify the accuracy of the algorithm.

关键词

曲线聚类/L2距离/B-样条/衰退曲线

Key words

curve classification/L2 distance/B-spline/recession curve

分类

信息技术与安全科学

引用本文复制引用

于海芳,刘龙..基于B-样条曲线聚类法在锂电池衰退方面应用[J].电源技术,2017,41(11):1537-1540,4.

基金项目

吉林省教育厅项目(201596) (201596)

滨州学院科研基金项目(2016Y15) (2016Y15)

电源技术

OA北大核心CSCDCSTPCD

1002-087X

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