Share Your Research, Maximize Your Social Impacts
Prediction of Geomagnetic Variations Using ANN
Journal: International Journal of Scientific Engineering and Technology (IJSET) (Vol.2, No. 5)Publication Date: 2013-05-01
Authors : N. Gururajan V. Kayalvizhi Prabhakaran;
Page : 322-330
Keywords : Geomagnetic field ?Geomagnetic components ?Neural networks (NN) ?Time series ?Time prediction;
Source : Download
Find it from : Google Scholar
- Prediction of Geomagnetic Variations Using ANN
- Study of Geomagnetic Field Variations at Low Latitude of African Equatorial Region
- SEASONAL ANOMALIES AND IRI-2016 PREDICTION OF F2-LAYER CRITICAL FREQUENCY UNDER GEOMAGNETIC ACTIVITY RECURRENT CONDITIONS DURING SOLAR CYCLES 21 AND 22 AT OUAGADOUGOUSTATION
- PREDICTION OF TEMPERATURE VARIATIONS FOR INDUSTRIAL BUS DUCT SYSTEM UNDER FORCED CONVECTION COOLING WITH VARIOUS ASPECT RATIOS USING MATLAB
- ANALYTICAL INTERPRETATION OF GEOMAGNETIC FIELDANOMALY ALONG THE DIP EQUATOR
Abstract
Considering the three components of the geomagnetic field as stochastic quantities, we used neural networks to study their time evolution in years. In order to find the best NN for the time predictions, we tested different kinds of NN and different ways of their training, where the inputs and targets are long hourly time series of geomagnetic field values. The found NN was used to predict the values of the hourly mean values of the geomagnetic field components
Other Latest Articles
Last modified: 2013-05-24 21:51:25