Title of article :
Earth Fault Location in Medium Voltage Power System Network
Author/Authors :
abdullah, a. universiti malaysia perlis (unimap), pauh putra campus - school of electrical system engineering, Perlis, Malaysia , adzman, m. r. universiti malaysia perlis (unimap), pauh putra campus - school of electrical system engineering, Perlis, Malaysia
Abstract :
Electric in power systems network is always exposed to failures that can be caused by natural phenomena or human errors. This paper focused on the fault localization method on medium voltage (MV) power system network. Faults that occurred in a power system network may damage the system which results in the components of the system failure. A network of MV power system network was constructed using ATP/EMTP software to simulate and analyse an earth fault transient signal for earth fault location purpose. The transient signal produced from the simulation of ATP/EMTP software was analysed using MATLAB software. All the data and the signal of the dominant transient frequency were collected and trained in Artificial Neural Network (ANN). The ANN model is used to locate an earth fault location in the simulated power system network. Based on the result, the system works as being expected.
Keywords :
Earth Fault Location , Medium Voltage Network , Artificial Neural Network , Fast Fourier Transform , Linear Regression , ATP , EMTP Program
Journal title :
Journal of Engineering Research and Education
Journal title :
Journal of Engineering Research and Education