Gated Recurrent Unit (GRU)-Based GIC Prediction Using dB/dt as a Proxy

Gated Recurrent Unit (GRU)-Based GIC Prediction Using dB/dt as a Proxy

Geomagnetically induced currents (GICs) pose a significant threat to power systems during geomagnetic storms. This work introduces a GRU approach for GICs forecasting based on the rate of change of the geomagnetic field, dB/dt at two low-latitude stations, Muntinlupa (MUT) and Guam (GUA). The perfor...

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Bibliographic Details
Published in:Journal of Physics: Conference Series
Main Author: Zainuddin A.; Hairuddin M.A.; Abd Latiff Z.I.; Benavides F.; Jusoh M.H.; Mohd Yassin A.I.
Format: Conference paper
Language:English
Published: Institute of Physics 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214798443&doi=10.1088%2f1742-6596%2f2915%2f1%2f012012&partnerID=40&md5=f3fe812a465458cedecdf5a984e4f01a

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