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...
| 发表在: | Journal of Physics: Conference Series |
|---|---|
| 主要作者: | |
| 格式: | Conference paper |
| 语言: | English |
| 出版: |
Institute of Physics
2024
|
| 在线阅读: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214798443&doi=10.1088%2f1742-6596%2f2915%2f1%2f012012&partnerID=40&md5=f3fe812a465458cedecdf5a984e4f01a |