A Decision Tree-Based Method for Fault Classification in Double-Circuit Transmission Lines

被引：51
|
作者：
Jamehbozorg, A. [1 ]
Shahrtash, S. M. [2 ]
机构：
[1] Tennessee Technol Univ, Cookeville, TN 38501 USA
[2] Iran Univ Sci & Technol, Dept Elect Engn, Ctr Excellence Power Syst Automat & Operat, Tehran, Iran
来源：
IEEE TRANSACTIONS ON POWER DELIVERY | 2010年 / 25卷 / 04期
关键词：
Decision tree; double-circuit transmission line; fault classification; PROTECTION; SCHEME;
D O I：
10.1109/TPWRD.2010.2050911
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：
In this paper, a novel method for fault classification of double-circuit transmission lines is presented. The proposed method needs voltages and currents of only one side of the protected line. After detecting the exact time of fault inception and calculating the odd harmonics of the measured signals, up to the nineteenth, a decision tree algorithm has been employed for recognition of the intercircuit fault type. Also, the proposed method is extended for classification of crossover faults in these transmission lines. Simulation results have shown that the proposed method can classify the faults in less than a quarter of a cycle with the highest possible accuracy.
引用
收藏
页码：2184 / 2189
页数：6
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