Title :
Localization of short circuit faults in transformers using harmonic analysis and pattern recognition
Author :
Mohammadpour, Hossein ; Dashti, Rahman
Author_Institution :
Dept. of Electr. Eng., Islamic Azad Univ., Bushehr, Iran
Abstract :
The power transformers are among the most important and expensive equipments in the electrical power systems. So the transformer protection is an essential part of the system maintenance and protection. This paper presents a new method for locating transformer winding faults specially short circuit faults such as turn-to-turn, turn-to-core, turn-to-earth, turn-to-transformer body, and primary winding to secondary winding. In this study a dynamic model of transformer is simulated. The current and voltage signals of input and output terminals of the transformer are measured for different kinds of faults. The Fourier transform of all of the measured signals are calculated. Then the harmonics of all of the simulated faults are extracted and saved as special indexes in a database and the fault locating process is completed by the pattern recognition. And in the last step, the pattern recognition determines the fault´s location.
Keywords :
Fourier transforms; fault location; fault simulation; harmonic analysis; pattern recognition; power transformer protection; short-circuit currents; transformer windings; Fourier transform; current signals; electrical power systems; harmonic analysis; pattern recognition; power transformers short circuit faults localization; system maintenance; system protection; transformer dynamic model simulation; transformer protection; transformer winding fault location; voltage signals; Circuit faults; Harmonic analysis; Indexes; Integrated circuit modeling; Power system harmonics; Power transformers; Windings; Fourier transform; Power transformers; fault locating; harmonics; short circuit; transformer windings; turn-to-turn faults;
Conference_Titel :
Advanced Power System Automation and Protection (APAP), 2011 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-9622-8
DOI :
10.1109/APAP.2011.6180735