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PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC/DC BOOST CONVERTER

Year 2017, Volume: 3 Issue: 1, 58 - 63, 19.06.2017
https://doi.org/10.22531/muglajsci.272730
https://izlik.org/JA79PU48UM

Abstract

In this study, the output voltage control of a
DC/DC boost converter designed for wind energy systems, were examined for
different loads and operating conditions. The control objective of the converter
is to obtain a constant reference output voltage under condition of variable
voltage. The system performance is compared using classical PI controller and Fuzzy
Logic Control (FLC).  Also, some system
parameters are optimized with PSO to improve system performance using the  weighted absolute error (ITAE) criteria as a
fitness function. Thus smarter and more efficient control is provided for the
proposed system. The simulation study is realized via Matlab/Simulink and the
results are evaluated.

DA/DA YÜKSELTEN ÇEVİRİCİ KONTROLÜ İÇİN PSO TABANLI OPTİMUM BULANIK MANTIK DENETLEYİCİ TASARIMI

Year 2017, Volume: 3 Issue: 1, 58 - 63, 19.06.2017
https://doi.org/10.22531/muglajsci.272730
https://izlik.org/JA79PU48UM

Abstract

Bu çalışmada, rüzgâr enerji
sistemleri için tasarlanan DA/DA yükselten çeviricinin çıkış gerilimi kontrolü
farklı yük durumları için incelenmiştir. DA/DA yükselten çevirici, girişine
uygulanan değişken DA gerilimini, çıkışında istenilen sabit DA gerilimine
dönüştürmek için kontrol edilir. Sistemde kontrolör olarak geleneksel
denetleyicilerden oransal-integral (PI) ve bulanık mantık denetleyici (BMD)
kullanılarak denetleyici performansları karşılaştırılmıştır. Ayrıca
denetleyicilerin performansını iyileştirmek için denetleyicilere ait bazı
parametreler, zaman ağırlıklı mutlak hatanın integrali (ITAE) performans
kriterlerine göre parçacık sürü optimizasyonu (PSO) yöntemi yardımıyla optimize
edilmiştir. Böylece sistem için daha akıllı ve verimli bir kontrol sağlanmıştır.
Sistem benzetimi Matlab/Simulink’de gerçekleştirilmiş ve elde edilen sonuçlar
değerlendirilmiştir.

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Details

Subjects Engineering
Journal Section Research Article
Authors

Ömür Akyazı

Publication Date June 19, 2017
DOI https://doi.org/10.22531/muglajsci.272730
IZ https://izlik.org/JA79PU48UM
Published in Issue Year 2017 Volume: 3 Issue: 1

Cite

APA Akyazı, Ö. (2017). PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC/DC BOOST CONVERTER. Mugla Journal of Science and Technology, 3(1), 58-63. https://doi.org/10.22531/muglajsci.272730
AMA 1.Akyazı Ö. PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC/DC BOOST CONVERTER. Mugla Journal of Science and Technology. 2017;3(1):58-63. doi:10.22531/muglajsci.272730
Chicago Akyazı, Ömür. 2017. “PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC DC BOOST CONVERTER”. Mugla Journal of Science and Technology 3 (1): 58-63. https://doi.org/10.22531/muglajsci.272730.
EndNote Akyazı Ö (June 1, 2017) PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC/DC BOOST CONVERTER. Mugla Journal of Science and Technology 3 1 58–63.
IEEE [1]Ö. Akyazı, “PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC/DC BOOST CONVERTER”, Mugla Journal of Science and Technology, vol. 3, no. 1, pp. 58–63, June 2017, doi: 10.22531/muglajsci.272730.
ISNAD Akyazı, Ömür. “PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC DC BOOST CONVERTER”. Mugla Journal of Science and Technology 3/1 (June 1, 2017): 58-63. https://doi.org/10.22531/muglajsci.272730.
JAMA 1.Akyazı Ö. PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC/DC BOOST CONVERTER. Mugla Journal of Science and Technology. 2017;3:58–63.
MLA Akyazı, Ömür. “PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC DC BOOST CONVERTER”. Mugla Journal of Science and Technology, vol. 3, no. 1, June 2017, pp. 58-63, doi:10.22531/muglajsci.272730.
Vancouver 1.Akyazı Ö. PSO BASED FUZZY LOGIC CONTROL DESIGN FOR A DC/DC BOOST CONVERTER. Mugla Journal of Science and Technology [Internet]. 2017 June 1;3(1):58-63. Available from: https://izlik.org/JA79PU48UM

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