Title :
Design optimization of single-sided axial flux permanent magnet machines by differential evolution
Author :
Xu Yang ; Patterson, Dean ; Hudgins, Jerry
Author_Institution :
Dept. of Electr. Eng., Univ. of Nebraska-Lincoln, Lincoln, NE, USA
Abstract :
In this paper, a design optimization approach for single-sided axial flux permanent magnet (AFPM) machines using a differential evolution algorithm for is presented. The objectives of the design optimization are to maximize the output torque per unit cost (Nm/$) and maximize the efficiency. A parametric 2-D FEA model of an AFPM is built. A sensitivity study of design variables is carried out to determine the correlation between the design variables and the objectives, enabling the removal of insignificant design variables. Design constraints including geometrical and operating limits are considered. A total of five independent variables are employed in the optimization process. The optimization result is compared with a prototype design and results verified by 3-D FEA simulations.
Keywords :
finite element analysis; optimisation; permanent magnet machines; sensitivity; 3D finite element analysis simulations; AFPM machines; design constraints; design variables; differential evolution algorithm; geometrical limits; operating limits; optimization process; parametric 2D FEA model; prototype design; sensitivity study; single-sided axial flux permanent magnet machines; Design optimization; Iron; Mathematical model; Rotors; Stators; Torque; axial flux permanent magnet (AFPM) machines; design optimization; differential evolution; sensitivity study;
Conference_Titel :
Electrical Machines (ICEM), 2014 International Conference on
Conference_Location :
Berlin
DOI :
10.1109/ICELMACH.2014.6960317