Title :
Comprehensive Adaptive Distance Relaying Scheme for Parallel Transmission Lines
Author :
Upendar, J. ; Gupta, C.P. ; Singh, G.K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Roorkee, Roorkee, India
fDate :
4/1/2011 12:00:00 AM
Abstract :
Reach accuracy of a distance relay is adversely affected by prefault system conditions, ground fault resistance, shunt capacitance, and mutual coupling of parallel lines. This paper presents a comprehensive adaptive relaying scheme for stand-alone distance protection of parallel transmission lines under a single-line-to-ground fault condition taking into account all of these factors. The proposed adaptive scheme is based on the back-propagation neural network used for training and adaptation. The relay acts as a stand-alone relay, which does not require a separate communication channel for real-time data transmission during faults. The simulation results show significant improvement in the relay selectivity.
Keywords :
neural nets; power engineering computing; power transmission faults; relay protection; comprehensive adaptive distance relaying; ground fault resistance; mutual coupling; parallel transmission lines; prefault system condition; shunt capacitance; single-line-to-ground fault; stand alone distance protection; Adaptive relaying; artificial neural networks (ANNs); digital protection; parallel lines;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2010.2090365