Title :
A new method for assessment of GIC using Geomagentic Indices
Author :
He, Feng-xia ; Ma, Xue-jun
Author_Institution :
Sch. of Math. & Phys., North China Electr. Power Univ., Beijing, China
Abstract :
The change of electric field caused by geomagnetic storm generates Geomagnetically Induced Current (GIC), which take negative effect on the safe operation of power systems, thus it is extremely important to assess GIC. Trichtchenko and other scientist have established classical simple linear regression of GIC and Geomagentic Indices by analyzing character of Geomagentic Indices and GIC. Since classical simple linear regression demands strictly on random variable, it is hard for common models to meet the demand. So in this article, it introduces the model of quantile regression, which, compared with the classical one, could not only reflect the full information of GIC, but features of the distribution of GIC.
Keywords :
geophysical techniques; magnetic storms; classical simple linear regression; electric field; geomagentic indices; geomagnetic storm; geomagnetically induced current; power systems; quantile regression; random variable; Fitting; Linear regression; Power grids; Saturation magnetization; Storms; GIC; Geomagentic Indices; geomagnetic storm; quantile regression;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002373