Uniaxial discontinuities analysis using the artificial neural networks

Author

Yahia, Mohamed ; Tao, Jun W. ; Benzina, Hafedh ; Abdelkrim, Mohamed N.

Author_Institution

Lab. Plasma et Conversion d´´Energie LAPLACE, Ecole Nat. Super. d´´Electrotech., d´´Electron., d´´Inf., d´´Hydraulique et des Telecommun., Toulouse, France

fYear

2009

fDate

6-8 Nov. 2009

Firstpage

1

Lastpage

4

Abstract

In this paper, we propose a novel computer-aided design (CAD) tool based on the artificial neural networks to the analysis of uniaxial discontinuities in rectangular waveguides. The neurons are trained using the continuity conditions of the transverse electric and magnetic fields in the discontinuity plane. The neuromodel is applied to the analysis of well known discontinuities and validated with conventional simulators.

Keywords

circuit CAD; electronic engineering computing; neural nets; rectangular waveguides; waveguide discontinuities; CAD; artificial neural networks; computer-aided design; neuromodel; neurons; rectangular waveguides; transverse electric fields; transverse magnetic fields; uniaxial discontinuities analysis; Artificial neural networks; Central Processing Unit; Computational modeling; Design automation; Electromagnetic waveguides; Finite element methods; Magnetic analysis; Neurons; Signal analysis; Waveguide discontinuities; Artificial Neural networks; Modal analysis; Uniaxial discontinuities;

fLanguage

English

Publisher

ieee

Conference_Titel

Signals, Circuits and Systems (SCS), 2009 3rd International Conference on

Conference_Location

Medenine

Print_ISBN

978-1-4244-4397-0

Electronic_ISBN

978-1-4244-4398-7

Type

conf

DOI

10.1109/ICSCS.2009.5412350

Filename

5412350