Hybrid fault diagnosis scheme implementation for power distribution systems automation

被引:91
|
作者
Salim, Rodrigo Hartstein [1 ]
de Oliveira, Karen Rezende Caino [2 ]
Filomena, Andre Daros [1 ,3 ]
Resener, Mariana [1 ]
Bretas, Arturo Suman [1 ]
机构
[1] Univ Fed Rio Grande do Sul, BR-90035190 Porto Alegre, RS, Brazil
[2] Univ Sao Paulo EESC USP, BR-13566590 Sao Carlos, SP, Brazil
[3] Companhia Estadual Geracao & Transmissao Energia, BR-91410400 Porto Alegre, RS, Brazil
关键词
fault diagnosis; power distribution control; power distribution faults; power distribution protection;
D O I
10.1109/TPWRD.2008.917919
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Power distribution automation and control are import-ant tools in the current restructured electricity markets. Unfortunately, due to its stochastic nature, distribution systems faults are hardly avoidable. This paper proposes a novel fault diagnosis scheme for power distribution systems, composed by three different processes: fault detection and classification, fault location, and fault section determination. The fault detection and classification technique is wavelet based. The fault-location technique is impedance based and uses local voltage and current fundamental phasors. The fault section determination method is artificial neural network based and uses the local current and voltage signals to estimate the faulted section. The proposed hybrid scheme was validated through Alternate Transient Program/Electromagentic Transients Program simulations and was implemented as embedded software. It is currently used as a fault diagnosis tool in a Southern Brazilian power distribution company.
引用
收藏
页码:1846 / 1856
页数:11
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