A Deep Learning Approach for the Automated Classification of Geomagnetically Induced Current Scalograms

A Deep Learning Approach for the Automated Classification of Geomagnetically Induced Current Scalograms

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 operat...

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Bibliographic Details
Main Authors: Tatyana Aksenovich, Vasiliy Selivanov
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Applied Sciences
Subjects:
geomagnetically induced currents
autotransformer
continuous wavelet transform
convolutional neural network
binary classification
Online Access:https://www.mdpi.com/2076-3417/14/2/895

Internet

https://www.mdpi.com/2076-3417/14/2/895

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