DocumentCode
2716736
Title
Adaptive cluster analysis in electric network of power systems
Author
Kurbatsky, Victor ; Tomin, Nikita
Author_Institution
Electr. Power Syst. Dept., Melentiev Energy Syst. Inst. SB RAS, Irkutsk, Russia
fYear
2010
fDate
16-19 May 2010
Firstpage
317
Lastpage
320
Abstract
The paper addresses the procedure of adaptive cluster analysis on the basis of an integrated use of self-organizing Kohonen maps and principal component analysis. Consideration is given to the results of experimental studies and calculations carried out solving the following problems: analysis of power losses in transmission lines and analysis of fault reports of relay protection and automatic systems
Keywords
Clustering algorithms; Data visualization; Failure analysis; Power system analysis computing; Power system measurements; Power transmission lines; Principal component analysis; Propagation losses; Protective relaying; Self organizing feature maps; artificial neural networks; cluster analysis; faults; losses; power;
fLanguage
English
Publisher
ieee
Conference_Titel
Environment and Electrical Engineering (EEEIC), 2010 9th International Conference on
Conference_Location
Prague, Czech Republic
Print_ISBN
978-1-4244-5370-2
Electronic_ISBN
978-1-4244-5371-9
Type
conf
DOI
10.1109/EEEIC.2010.5489933
Filename
5489933
Link To Document