Title :
Kriging assisted determination of the optimal geometry and covering material for a bushing shield
Author :
Glotic, Adnan ; Pihler, Joze ; Kitak, Peter ; Ticar, Igor
Author_Institution :
Fac. of Electr. Eng. & Comput. Sci., Univ. of Maribor, Maribor, Slovenia
Abstract :
This paper presents the principle of bushing shield size, position and its covering material determination, based on the optimization algorithm. An optimization procedure has been carried out using a differential evolution (DE) algorithm combined with a solver of the software tool EleFAnT, which is used for solving computationally expensive parametrically-written bushing FEM model. The goal of this research is to accelerate the optimization process, respectively to reduce the computational cost by introducing the Kriging metamodeling.
Keywords :
bushings; evolutionary computation; finite element analysis; geometry; power engineering computing; software tools; statistical analysis; EleFAnT software tool; bushing FEM model; bushing shield size; covering material determination; differential evolution algorithm; kriging assisted determination; kriging metamodeling; optimal geometry; optimization algorithm; Computational geometry; Computer science; Design optimization; Dielectric constant; Dielectric materials; Dielectrics and electrical insulation; Frequency; Histograms; Insulators; Software algorithms;
Conference_Titel :
Electromagnetic Field Computation (CEFC), 2010 14th Biennial IEEE Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-7059-4
DOI :
10.1109/CEFC.2010.5481479