Naslov
Comparison of Ant Colony and Differential Evolution Optimization Methods Applied to a Design of Synchronous Reluctance Machine

Autori
Klanac, Mario ; Žarko, Damir ; Stipetić, Stjepan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Skup
International Conference of Electrical Drives and Power Electronics (EDPE)

Mjesto i datum
Vysoké Tatry, Slovačka, 24.09.2019. - 26.09.2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
---synchronous reluctance motor, geometry parametrization, optimization, differential evolution, ant colony optimization, MIDACO

Sažetak
This paper describes the process of synchronous reluctance motor design optimization on an example of a motor with circular barriers modeled using commercial finite element software Infolytica MagNet combined with two stochastic optimization methods implemented in Matlab environment. The goal is to present a generalized approach to parametrization of motor geometry which can be used for various types of rotor geometries, to demonstrate the modular approach to automated pre- processing and post-processing of the motor model in MagNet software, and to compare the performance of two very robust and powerful stochastic optimization algorithms (Differential Evolution and Ant Colony Optimization).

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA