Title :
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
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;
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
DOI :
10.1109/ICSCS.2009.5412350
