کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6905432 | 862820 | 2015 | 25 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Optimal fuzzy controller parameters using PSO for speed control of Quasi-Z Source DC/DC converter fed drive
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Optimal fuzzy controller parameters using PSO for speed control of Quasi-Z Source DC/DC converter fed drive Optimal fuzzy controller parameters using PSO for speed control of Quasi-Z Source DC/DC converter fed drive](/preview/png/6905432.png)
چکیده انگلیسی
In this paper, a PSO based fuzzy speed controller has been presented. Different objective functions are considered to minimize the speed error between the reference speed and actual speed. The proposed method has been tested and examined for two types of DC/DC converters fed DC drive. The results of fuzzy PSO were compared with that of conventional fuzzy and genetic algorithm based fuzzy controller. The fuzzy PSO based controller was found to be more viable as it gave minimum rise time, settling time, steady state error and also ripples in the armature current was found to be minimized. Also it provides minimum standard deviation among the solution obtained from multiple random trials of load condition. The results confirm the potential of the proposed fuzzy PSO based controller has been effective and superior than the conventional fuzzy and genetic algorithm based fuzzy controller.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 27, February 2015, Pages 332-356
Journal: Applied Soft Computing - Volume 27, February 2015, Pages 332-356
نویسندگان
M. Ranjani, P. Murugesan,