Title :
Application of Meshless Petrov Galerkin (MLPG) method in electromagnetic using Radial Basis Functions
Author :
Benbouza, N. ; Louai, F.Z. ; Nait-Said, N.
Author_Institution :
Dept. d´Electrotech. Lab. des Syst. de Propulsion, Univ. de Batna, Batna
Abstract :
In this work, the meshless local Petrov Galerkin MLPG method is applied to electromagnetic field problems. The method is implemented using radial basis functions (RBF) for interpolation of trial functions instead of the traditional moving least square (MLS) interpolations. Once of the main advantages of this method is that essential boundary conditions are satisfied as in FEM which eliminates the need for additional methods to impose boundary conditions: both globally and compactly supported radial basis functions are considered. The method is evaluated through numerical examples in electrostatic and magnetostatic domains in 1D and 2D, the main objective of these applications is: - to study the effect of RBF on the accuracy by comparing results to those obtained by the traditional MLPG (with lower order polynomial basis), the FEM or exact solutions. - To study the effect of different factors existing in the formulations and calculate optimised factors. Compactly supported radial basis functions provide a promising approach.
Keywords :
Galerkin method; electrical engineering computing; electromagnetic fields; finite element analysis; interpolation; least squares approximations; radial basis function networks; FEM; RBF; electromagnetic field problems; electromagnetic method; electrostatic-magnetostatic domains; meshless Petrov Galerkin method; moving least square interpolations; radial basis functions; Domain of influence; Gauss integration; Meshless Local Petrov Galerkin (MLPG) method; Moving bast square (MLS) approximation; compactly and globally supported Radial Basis Functions (RBF); weight and test functions;
Conference_Titel :
Power Electronics, Machines and Drives, 2008. PEMD 2008. 4th IET Conference on
Conference_Location :
York
Print_ISBN :
978-0-86341-900-3