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
共 8 条
[1]  
[Anonymous], 1981, CHEM CENTRAL SCI
[2]  
BIRKS JB, 1963, PROGR DIELECTRICS, V5
[3]  
FARHANGBOROUJEN.B, 2003, ADAPTIVE FILTERS
[4]  
Gasperi ML, 1996, IEEE IND APPLIC SOC, P1347, DOI 10.1109/IAS.1996.559241
[5]  
Harada K., 1993, IEEE Transactions on Power Electronics, V8, P355, DOI 10.1109/63.261004
[6]   Failure prediction of electrolytic capacitors during operation of a switchmode power supply [J].
Lahyani, A ;
Venet, P ;
Grellet, G ;
Viverge, PJ .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 1998, 13 (06) :1199-1207
[7]  
Streetman B.G., 1980, SOLID STATE ELECT DE
[8]  
Young L., 1961, ANODIC OXIDE FILMS