Title :
Discrete optimization of EMI filter using a genetic algorithm
Author :
Ferber, Moises ; Mrad, Roberto ; Morel, Florent ; Vollaire, Christian ; Pillonnet, Gael ; Nagari, Angelo ; Vasconcelos, Joao A.
Author_Institution :
ECL Ampere, Univ. of Lyon, Ecully, France
Abstract :
A discrete optimization using a genetic algorithm (GA) for electromagnetic interference (EMI) f ler design is presented in this paper. Using a macro-model in the frequency domain this approach takes into account the load impedance and the source emissions. The macro-model includes an accurate filter model that takes into account the PCB stray elements and the passive components high frequency complex behavior. A framework between on two software is established. This framework permits a data exchange between the filter accurate model and the GA algorithm. This approach is applied on a Class-D amplification system for validation. Using the suppliers well-defined surface mounted devices (SMD) database, the GA search for a set of components that respects the Electromagnetic Compatibility limits while reducing the filter power losses.
Keywords :
amplification; electromagnetic compatibility; electromagnetic interference; electronic data interchange; frequency-domain analysis; genetic algorithms; impedance matrix; passive filters; printed circuits; smart phones; surface mount technology; Class-D amplification system; EMI filter power loss; GA; PCB stray element; SMD database; data exchange; discrete optimization; electromagnetic compatibility; electromagnetic interference; frequency domain; genetic algorithm; load impedance matrix; passive component high frequency complex behavior; source emission; surface mounted device database; Electromagnetic compatibility; Electromagnetic interference; Impedance; Load modeling; Mathematical model; Optimization; Power electronics; Class-D amplifier; Discrete optimization; Electromagnetic compatibility; Filter design; Genetic algorithms;
Conference_Titel :
Electromagnetic Compatibility, Tokyo (EMC'14/Tokyo), 2014 International Symposium on
Conference_Location :
Tokyo