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@article{143799, author = {Nasir Rehman}, title = {Detection of Faults on STATCOM Compensated AC Transmission Line by ANN}, journal = {International Journal of Innovative Research in Technology}, year = {}, volume = {3}, number = {2}, pages = {70-74}, issn = {2349-6002}, url = {https://ijirt.org/article?manuscript=143799}, 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.}, keywords = {Artificial Neural Network, Static Synchronous Compensator (STATCOM), Transmission Line Protection}, month = {}, }
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