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Intelligent -Web search for EMI filter optimization

Conference Paper
Publication Date:
2021
abstract:
This paper proposes an intelligent system that aids the electronic designer to achieve compliance with design constraints exploiting the overwhelming set of components available on theWeb. Mainly, designing an input filter for lowering electromagnetic interference (EMI) is still a challenge since the choice of components is subjected to multiple constraints. As a matter of fact, once the components' values are known, the choice depends on the required optimization, such as minimum cost, volume, or size. The Web offers a broad set of devices, but a complete search can result in a time-consuming activity. Besides, the designer's experience often reveals crucial. The proposed system aids the designer in finding components based on the main constraints and performs an optimization. A Machine Learning algorithm learns the designer's choice to be used in future design.
Iris type:
04.01 Contributo in Atti di convegno
Keywords:
Differential Mode Current; EMI Filter; Filter Design; Power Density; Design Optimisation
List of contributors:
Vitale, Gianpaolo; Rizzo, Riccardo; Pilato, Giovanni; Vella, Filippo
Authors of the University:
PILATO GIOVANNI
RIZZO RICCARDO
VELLA FILIPPO
VITALE GIANPAOLO
Handle:
https://iris.cnr.it/handle/20.500.14243/441074
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