2024
DOI: 10.3390/app14020895
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A Deep Learning Approach for the Automated Classification of Geomagnetically Induced Current Scalograms

Tatyana Aksenovich,
Vasiliy Selivanov

Abstract: During geomagnetic storms, which are a result of solar wind’s interaction with the Earth’s magnetosphere, geomagnetically induced currents (GICs) begin to flow in the long, high-voltage electrical networks on the Earth’s surface. It causes a number of negative phenomena that affect the normal operation of the entire electric power system. To investigate the nature of the phenomenon and its effects on transformers, a GIC monitoring system was created in 2011. The system consists of devices that are installed in… Show more

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