Actas de congresos
An approach based on neural networks for identification of fault sections in radial distribution systems
Date
2006-12-01Registration in:
Proceedings of the IEEE International Conference on Industrial Technology, p. 25-30.
10.1109/ICIT.2006.372351
2-s2.0-51349143502
Author
Universidade de São Paulo (USP)
Universidade Estadual Paulista (Unesp)
Institutions
Abstract
The main objective involved with this paper consists of presenting the results obtained from the application of artificial neural networks and statistical tools in the automatic identification and classification process of faults in electric power distribution systems. The developed techniques to treat the proposed problem have used, in an integrated way, several approaches that can contribute to the successful detection process of faults, aiming that it is carried out in a reliable and safe way. The compilations of the results obtained from practical experiments accomplished in a pilot radial distribution feeder have demonstrated that the developed techniques provide accurate results, identifying and classifying efficiently the several occurrences of faults observed in the feeder.
Subjects
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