Title :
A decision tree based method for fault classification in transmission lines
Author :
Shahrtash, S.M. ; Jamehbozorg, A.
Author_Institution :
Center of Excellence for Power Syst. Autom. & Oper., Iran Univ. of Sci. & Technol., Tehran
Abstract :
In this paper a novel and accurate method is proposed for fault classification in transmission lines. The method is based on decision tree and gets the 50 up to 950 Hz phasors of voltages and currents from one end of the line, as the inputs. The method is applied to a 400 kV transmission line, and the results showed the highest possible accuracy within less than quarter of a cycle after fault inception.
Keywords :
decision trees; power transmission faults; power transmission lines; decision tree; fault classification; phasors; transmission lines; Classification tree analysis; Decision trees; Electrical fault detection; Feature extraction; Neural networks; PSCAD; Pattern recognition; Power transmission lines; Transmission lines; Voltage; Decision Tree; Fault Classification; Transmission Line;
Conference_Titel :
Transmission and Distribution Conference and Exposition, 2008. T&D. IEEE/PES
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-1903-6
Electronic_ISBN :
978-1-4244-1904-3
DOI :
10.1109/TDC.2008.4517258
