Real-Time Faulted Line Localization and PMU Placement in Power Systems Through Convolutional Neural Networks
Real-Time Faulted Line Localization and PMU Placement in Power Systems Through Convolutional Neural Networks
Diverse fault types, fast reclosures, and complicated transient states after a fault event make real-time fault location in power grids challenging. Existing localization techniques in this area rely on simplistic assumptions, such as static loads, or require much higher sampling rates or total measurement availability. This paper proposes a faulted …