Title :
Design of Three-Phase Induction Machine Using Differential Evolution Algorithm
Author :
Almansa Malagoli, Juliana ; Camacho, Jose Roberto ; Valencia Ferreira Da Luz, Mauricio ; Hudson Inacio Ferreira, Jacson ; Maximiano Sobrinho, Adelicio
Author_Institution :
Univ. Fed. de Uberlandia, Uberlandia, Brazil
fDate :
7/1/2015 12:00:00 AM
Abstract :
In the present day, design of engineering systems appears as a line of research of great interest due the many applications that can be found in different areas of science and engineering. In this setting, design of induction motor, whose functions base are induce alternating currents in the rotor circuit, by the magnetic field rotating produced the stator coils, appears as an interesting theme research already which is directly related to manufacturing costs motors. In this context, this work aims the design of a three-phase induction motor using the Differential Evolution Algorithm. For this purpose considered minimizing loss and cost on motor by determining the geometric variables vector characterizing the model mathematical presented. To solve these problems is used the MODE algorithm (Multiobjective Optimization Differential Evolution) and the outcome is compared to the NSGA II algorithm (Non-dominated Sorting Genetic Algorithm II).
Keywords :
design engineering; evolutionary computation; geometry; induction motors; magnetic fields; optimisation; rotors; stators; vectors; MODE algorithm; cost minimization; engineering systems design; geometric variables vector determination; lost minimization; magnetic field rotating; manufacturing costs motors; multiobjective optimization differential evolution algorithm; rotor circuit; stator coils; three-phase induction machine design; three-phase induction motor; Algorithm design and analysis; Bills of materials; Brushless motors; Induction motors; Optimization; Rotors; Design of Induction Motor; Differential Evolution Algorithm; Optimization;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2015.7273778