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