A Health Monitoring Method Based on Multivariate State Estimation Technique

被引：3

作者：

Peng, Jian ^{[1
]}

Xiao, Wei Dong ^{[1
]}

Huang, Xiu Ping ^{[1
]}

机构：

[1] Natl Univ Def & Technol, Coll Informat Syst & Management, Changsha, Peoples R China

来源：

MECHANICAL ENGINEERING, MATERIALS AND ENERGY II | 2013年 / 281卷

关键词：

Health Monitoring; Multivariate State Estimation Technique; Lithium-ion Battery;

D O I：

10.4028/www.scientific.net/AMM.281.80

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

The monitor of lithium-ion battery health is becoming a challenge because the performance of battery is effect by many environment factors. To address this problem, a new health monitor method based on Multivariate State Estimation Technique (MSET) and Sequential Probability Ratio Test (SPRT) is proposed in this paper. In order to demonstrate the performance gain of the method, a detailed experiment is performed based on a lithium-ion battery. By the comparison of performance parameters actual residuals and healthy residuals driven from the training data based on MSET, the fault detection can be implemented based on the SPRT.

引用

页码：80 / 85

页数：6

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