Coherency identification in power systems through principal component analysis

被引:137
作者
Anaparthi, KK [1 ]
Chaudhuri, B [1 ]
Thornhill, NF [1 ]
Pal, BC [1 ]
机构
[1] Univ London Imperial Coll Sci & Technol, Dept Elect & Elect Engn, London SW7 2BT, England
基金
英国工程与自然科学研究理事会;
关键词
clusters; coherency; modal analysis; principal component analysis (PCA);
D O I
10.1109/TPWRS.2005.852092
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 [电气工程]; 0809 [电子科学与技术];
摘要
In this letter, a new technique to identify coherent generators in large interconnected power system using measurements of generator speed and bus angle data has been presented. This is based on the application of principal component analysis (PCA) to measurements obtained from simulation studies that represent examples of interarea events. The results of application of PCA separately to data sets of generator speeds and bus angles, respectively, are presented. The approach of PCA was able to highlight clusters of generators showing common features when compared with the conventional modal analysis technique.
引用
收藏
页码:1658 / 1660
页数:3
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