DocumentCode
1718917
Title
Optimal PMU placement for voltage security assessment using decision tree
Author
Mahmoodianfard, F. ; Mohammadi, M. ; Gharehpetian, G.B. ; Abyaneh, H. Askarian
Author_Institution
Amirkabir Univ. of Technol., Tehran, Iran
fYear
2009
Firstpage
1
Lastpage
5
Abstract
In this paper a decision tree method has been proposed for optimal PMU placement for voltage security assessment. In the proposed method the voltage security index for every operating point is calculated off-line. As a result, the system security status is determined for every operating point. Then the decision tree is trained using the database obtained from the previous stage. Simulation results show the efficiency of the proposed method comparing to other available methods such as artificial neural networks.
Keywords
decision trees; phase measurement; power engineering computing; power system measurement; power system security; decision tree method; optimal PMU placement; phase measurement unit; voltage security index assessment; Classification tree analysis; Content addressable storage; Data security; Decision trees; Monitoring; Phasor measurement units; Power system dynamics; Power system security; Regression tree analysis; Voltage; Decision Tree; Machine Learning; Phase Measurement Unit; Security Assessment; Voltage Security;
fLanguage
English
Publisher
ieee
Conference_Titel
PowerTech, 2009 IEEE Bucharest
Conference_Location
Bucharest
Print_ISBN
978-1-4244-2234-0
Electronic_ISBN
978-1-4244-2235-7
Type
conf
DOI
10.1109/PTC.2009.5281960
Filename
5281960
Link To Document