Imperialist Competitive Algorithm ICA-Optimized Fuzzy Logic Speed Control of DTC Induction Motor Drives
عنوان مقاله: Imperialist Competitive Algorithm ICA-Optimized Fuzzy Logic Speed Control of DTC Induction Motor Drives
شناسه ملی مقاله: ICEE21_477
منتشر شده در بیست و یکمین کنفرانس مهندسی برق ایران در سال 1392
شناسه ملی مقاله: ICEE21_477
منتشر شده در بیست و یکمین کنفرانس مهندسی برق ایران در سال 1392
مشخصات نویسندگان مقاله:
Mohammad Reza Ghadiri - Islamic Azad University, Qazvin Branch
Mahdi Tahbaz
S.Hamid Shahalami
Mansor Khaksaran
خلاصه مقاله:
Mohammad Reza Ghadiri - Islamic Azad University, Qazvin Branch
Mahdi Tahbaz
S.Hamid Shahalami
Mansor Khaksaran
In this paper, Imperialist Competitive Algorithm (ICA) is employed to optimize Fuzzy Logic Controller (FLC) as the speed controller of an Induction Motor (IM) in the DirectTorque Control (DTC) method. In order to achieve better control performance, the ICA optimizes the parameters of the FLCconsisting of input and output membership functions (MFs) andnormalization factors. Since, the proposed FLC speed controller has a few rules, it requires less computation. Simulation resultsshow that optimizing the fuzzy logic speed controller of IM through ICA is the better performance compared to FLC-based drive.
کلمات کلیدی: Induction Motor (IM); Direct Torque Controller (DTC); Fuzzy Logic Controller (FLC); Imperialist Competitive Algorithm (ICA
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/208534/