Title :
Selecting proper kriging surrogate model for optimal design of electromagnetic problem
Author :
Bin Xia ; Ziyan Ren ; Chang-Seop Koh
Author_Institution :
Coll. of ECE, Chungbuk Nat. Univ., Cheongju, South Korea
fDate :
March 31 2014-April 1 2014
Abstract :
This paper discusses the use of surrogate modelling focusing on the performance comparison of different Kriging surrogate models. The different Kriging surrogate models are investigated and applied to design of superconducting magnetic energy storage system and switched reluctance motor. Finally, some comments on selection of proper surrogate model are given for optimal design of electromagnetic problems.
Keywords :
reluctance motors; statistical analysis; superconducting magnet energy storage; electromagnetic problem optimal design; electromagnetic problems; kriging surrogate model; superconducting magnetic energy storage system; switched reluctance motor; Kriging surrogate models; electromagnetic problems; modelling accuracy; superconducting magnetic energy storage system; switched reluctance motor;
Conference_Titel :
Computation in Electromagnetics (CEM 2014), 9th IET International Conference on
Conference_Location :
London
Electronic_ISBN :
978-1-84919-817-2
DOI :
10.1049/cp.2014.0226
