High-frequency fault location method for transmission lines based on artificial neural network and genetic algorithm using current signals only

The present power transmission systems are changing rapidly, principally due to an increasing demand for better utilisation of existing transmission lines, resulting in lower transient stability limits, and also due to an increase in the complexity of the networks, with small-scale distributed generation being connected into the existing networks. The current protection/fault location techniques are not conducive to such networks. This presentation investigates a novel fault location method based only on current signals and utilising artificial intelligence technology. Importantly, the robustness and sensitivity of the developed technique is presented through an extensive series of studies and results when applied to complex power networks.