Condition monitoring of electrolytic capacitor in power electronic circuits using adaptive filter modeling

被引:39
作者
Imam, AM [1 ]
Habetler, TG [1 ]
Harley, RG [1 ]
Divan, DM [1 ]
机构
[1] Georgia Inst Technol, Dept Elect & Comp Engn, Atlanta, GA 30332 USA
来源
2005 IEEE 36TH POWER ELECTRONIC SPECIALISTS CONFERENCE (PESC), VOLS 1-3 | 2005年
关键词
D O I
10.1109/PESC.2005.1581687
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Electrolytic capacitors are responsible for frequent breakdowns of static converters. To set a predictive maintenance, adaptive filter modeling based method is presented using LMS algorithm. Signature of changes in capacitance and ESR will reflect in capacitor ripple voltage because of aging; and these changes are monitored using this adaptive filter modeling to predict the future status of the capacitor using only the input current of the system.
引用
收藏
页码:601 / 607
页数:7
相关论文
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