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...
الحاوية / القاعدة: | Journal of Physics: Conference Series |
---|---|
المؤلف الرئيسي: | Zainuddin A.; Hairuddin M.A.; Abd Latiff Z.I.; Benavides F.; Jusoh M.H.; Mohd Yassin A.I. |
التنسيق: | Conference paper |
اللغة: | English |
منشور في: |
Institute of Physics
2024
|
الوصول للمادة أونلاين: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214798443&doi=10.1088%2f1742-6596%2f2915%2f1%2f012012&partnerID=40&md5=f3fe812a465458cedecdf5a984e4f01a |
مواد مشابهة
-
A Comparative Study on the Correlation of Geomagnetic Variations dB/dt between Low-Latitude Stations
بواسطة: Zainuddin A.; Hairuddin M.A.; Abd Latiff Z.I.; Santoso A.; Benavides F.; Mohd Yassin A.I.; Jusoh M.H.
منشور في: (2024) -
Assessment of Geomagnetically Induced Currents (GICs) in Johor, Malaysia During the Severe Geomagnetic Storm of 10th to 11th May 2024
بواسطة: Abd Latiff Z.I.; Zainuddin A.; Hairaddin M.A.; Ashar N.D.K.; Jusoh M.H.
منشور في: (2024) -
Prediction of geomagnetically induced currents in low-latitude regions using deep learning
بواسطة: Zainuddin A.; Hairuddin M.A.; Latiff Z.I.A.; Anuar N.M.; Benavides I.F.; Jusoh M.H.; Yassin A.I.M.
منشور في: (2024) -
Nonintrusive SSL/TLS proxy with JSON-based policy
بواسطة: 2-s2.0-84923171713
منشور في: (2015) -
Analytical Approach to SYM-H based Geomagnetic Storm Classifications using Statistical Features Extraction
بواسطة: Abd Latiff Z.I.; Hairuddin M.A.; Zainuddin A.; Ashar N.D.K.; Jusoh M.H.
منشور في: (2024)