Title :
Simple adaptive fuzzy logic control structure of permanent magnet synchronous machines
Author :
Teiar, Hakim ; Chaoui, Hicham ; Sicard, Pierre
Author_Institution :
Groupe de Rech. en Electron. Ind., Univ. du Quebec a Trois-Rivieres, Trois-Rivieres, QC, Canada
Abstract :
This paper introduces a simple adaptive fuzzy controller structure for permanent magnet synchronous machines (PMSMs). Unlike many PMSM-based control techniques, the proposed strategy achieves tracking with no current loop regulation which yields reduced complexity. A simple and effective method is used to set d-axis voltage of the machine to achieve good machine´s efficiency. The control scheme and its performance are validated through a set of simulations on an experimentally validated PMSM model.
Keywords :
adaptive control; electric current control; fuzzy control; machine control; permanent magnet machines; synchronous machines; PMSM; adaptive fuzzy logic control structure; current loop regulation; permanent magnet synchronous machine; Adaptation models; Robot sensing systems; Stators; Torque; Artificial intelligence; Fuzzy logic; PMSM; genetic algorithm;
Conference_Titel :
Transportation Electrification Conference and Expo (ITEC), 2015 IEEE
Conference_Location :
Dearborn, MI
DOI :
10.1109/ITEC.2015.7165741