Abstract
The performance of conventional relay especially for phase-to-phase faults on transmission lines is adversely affected. This paper presents a method for classification of phase-to-phase faults in parallel transmission line PTL using k-nearest neighbor (k-NN) approach. A 68 km length, 138 kV PT line has been simulated using a Simulink® and SimPowerSystems® toolbox of the MATLAB software. The impact of various fault distance location and fault inception angle has been validated on the performance of k-NN protection approach. The results of k-NN-based fault classifier show that it correctly classified all types of phase-to-phase faults within half of cycle. It verifies the accuracy of k-NN approach.
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Naresh Kumar, A., Shiva Kumar, P., Srikanth, S., Devender Reddy, K. (2021). Phase-to-Phase Fault Classification in Transmission Line. In: Bhateja, V., Satapathy, S.C., Travieso-Gonzalez, C.M., Flores-Fuentes, W. (eds) Computer Communication, Networking and IoT. Lecture Notes in Networks and Systems, vol 197. Springer, Singapore. https://doi.org/10.1007/978-981-16-0980-0_23
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