Maiden application of rank correlation coefficient for line outage detection using current phasor ofPMUs

被引:1
|
作者
Alam, Mehebub [1 ]
Kundu, Shubhrajyoti [1 ]
Thakur, Siddhartha Sankar [1 ]
Banerjee, Sumit [2 ]
机构
[1] Natl Inst Technol Durgapur, Dept Elect Engn, Durgapur 713209, W Bengal, India
[2] DR BC Roy Engn Coll, Dept Elect Engn, Durgapur, India
关键词
line outage detection (LOD); noise; phasor measurement units (PMUs); rank correlation coefficient; EFFICIENT IDENTIFICATION; SYSTEM;
D O I
10.1002/2050-7038.12562
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 presents a new approach to solve line outage detection (LOD) problem utilizing current phasors obtained from phasor measurement units (PMUs). A new term that is, objective coefficient value (OCV), is introduced utilizing the rank correlation coefficient (RCC) and line outage detection is carried out based on the OCV. Moreover, the effect of bad data (BD) and measurement noises are also considered in the developed mathematical model. Furthermore, it has been proved that the suggested scheme can identify outage of parallel lines (PLs), whereas the existing voltage phasor-based algorithms fail to do so. Moreover, a new logical index that is, performance improvement w.r.t detection accuracy (PIDA) is introduced to quantify the superiority of the proposed scheme over some existing techniques. The developed algorithm is implemented on IEEE 5-bus, 14-bus, 57-bus, 118-bus systems, and large-scale Polish 2383-bus system. The comparison of test results with some existing methods proves the applicability and brevity of the developed algorithm.
引用
收藏
页数:23
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