Detection of Faults on STATCOM Compensated AC Transmission Line by ANN

Detection of Faults on STATCOM Compensated AC Transmission Line by ANN
Author(s):
Nasir Rehman
Keywords:
Artificial Neural Network, Static Synchronous Compensator (STATCOM), Transmission Line Protection
Abstract
This paper presents an algorithm for the detection of faults on transmission line compensated with Static Synchronous Compensator (STATCOM) using on Artificial Neural Network (ANN) technique. A feed-forward ANN has been developed for the detection of faults. Data was generated by simulating a 400 kV, 50Hz, 200 km transmission line with STATCOM connected at the midpoint in PSCAD/EMTDC. Back-propagation algorithm has been used. RMS values of line voltages and currents have been used as inputs to the ANN. The ANN was trained at 0 degree and tested at 90 degree. Fault was accurately detected at 5ms delay.
Article Details
Unique Paper ID: 143799 Publication Volume & Issue: Volume 3, Issue 2 Page(s): 70 - 74
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