The application of genetic algorithm in diagnostics of metal-oxide surge arrester

被引：15
|
作者：
Dobric, Goran [1 ]
Stojanovic, Zoran [1 ]
Stojkovic, Zlatan [1 ]
机构：
[1] Univ Belgrade, Sch Elect Engn, Belgrade 11000, Serbia
来源：
ELECTRIC POWER SYSTEMS RESEARCH | 2015年 / 119卷
关键词：
MOSA diagnostics; Genetic algorithm; Voltage harmonics; Equivalent models; PARAMETER-IDENTIFICATION;
D O I：
10.1016/j.epsr.2014.09.009
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：
This paper deals with the problem of metal-oxide surge arrester (MOSA) diagnostics. The proposed methodology is based on a genetic algorithm optimization technique. The genetic algorithm (GA) is applied to determine the parameters of MOSA equivalent model. According to the assessed parameters, which change during the lifetime of the MOSA, the MOSA condition can be determined. For this purpose, the realistic measurement data of the operating voltage and the leakage current is used. Additionally, computer simulations are conducted in order to demonstrate the influence of the operating voltage harmonics on the algorithm performance and dynamics. The proposed algorithm is tested on realistic MOSA in laboratory conditions. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码：76 / 82
页数：7
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