Identification of Models of Geomagnetic Activity and Space Weather Prediction

被引:2
|
作者
Yatsenko, V. A. [1 ,2 ]
Cheremnykh, O. K. [1 ,2 ]
Kuntsevich, V. M. [1 ,2 ]
Semeniv, O. V. [1 ,2 ]
机构
[1] Natl Acad Sci Ukraine, Inst Space Res, Kiev, Ukraine
[2] Natl Space Agcy Ukraine, Kiev, Ukraine
关键词
prediction of geomagnetic activity; example; Dst-index; nonlinear discrete dynamical system; decomposition of perturbations; correlation functions; identification of structure and model parameters; problems of mathematical programming; stable models; state of magnetic-spherical-plasma medium; solar wind; south magnetic component; interplanetary magnetic field; existence of common stable model of minimal complexity;
D O I
10.1615/JAutomatInfScien.v41.i12.40
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of prediction of geomagnetic activity by the example of the method of Dst-index is considered. For its solving we suggested to use a nonlinear discrete dynamical system, which is obtained by decomposition of perturbations into series relative to correlation functions. Identification of structure and model parameters is defined by solving the corresponding problems of mathematical programming on bounded, but large enough set of stable models. On identification of model structure we took into account the assumption that model describes the state of mapetic-spherical-plasma medium, which is to great extent caused by influence of velocities of solar wind and south magnetic component of interplanetary magnetic field. The principal result of the work consists in numerical substantiation of existence of common stable model of minimal complexity, which provides the best prediction
引用
收藏
页码:58 / 69
页数:12
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