Created by W.Langdon from gp-bibliography.bib Revision:1.8051
Power electronics is ever moving towards higher efficiency and higher power density. Magnetic components inductors and transformers occupy a significant amount of space in today Switch-Mode Power Supplies (SMPSs), and furthermore, considerable losses occur in these components. In order to achieve a higher level of miniaturization, reduction in the size of these components is crucial. Ferrite Power Inductors (FPIs) are usually the first choice for high-efficiency designs of SMPS, thanks to their resulting low losses. However, FPIs suffer of a pretty sharp inductance drop when their current exceeds a certain threshold, occurring due to the saturation of their magnetic 2 core. In SMPS design, it is commonly considered a good practice to select FPIs operating in the region of weak saturation (within about 20 percent inductance drop). This limitation is due to the lack of methods for quick prediction of real impact of FPIs saturation in SPMS applications. The consequence of the adoption of such conventional design approach is that inductors are often oversized....
a) development of numerical techniques and intelligent algorithms for generation and discovery of behavioral models for saturation and power losses of FPIs used in SMPS applications
b) development of enhanced numerical algorithms, using the above models, able to reliably predict the FPIs behavior under given SMPS conditions
c) development of enhanced numerical algorithms able to identify feasible inductor solutions, possibly operating in saturation, allowing to reduce the inductor size and increase the converter power density.
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Supervisor: Nicola Femia, Co-Supervisor: Giulia Di Capua",
Genetic Programming entries for Kateryna Stoyka