Design of an interval type-2 fuzzy logic controller based on conventional PI controller

Mortaza Aliasghary*, Ibrahim Eksin, Mujde Guzelkaya, Tufan Kumbasar

*Bu çalışma için yazışmadan sorumlu yazar

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13 Atıf (Scopus)

Özet

Interval type-2 fuzzy logic controllers have attracted much research interests in recent years due to their ability to cope with uncertainty. In this paper, we propose a systematical methodology to construct an interval type-2 fuzzy logic controller. The main contribution of this methodology is to generate the rule base of an interval type-2 fuzzy logic controller based on an existing conventional PI controller. As a consequence a linear control law is transformed to a nonlinear structure. Thus, the designer can benefit from the nonlinear structure of the proposed controller and the extra degree of freedom of type-2 fuzzy sets. The simulation results have shown that the proposed controller can manage the uncertainties much better than linear conventional PI and type-1 fuzzy logic controllers.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığı2012 20th Mediterranean Conference on Control and Automation, MED 2012 - Conference Proceedings
Sayfalar627-632
Sayfa sayısı6
DOI'lar
Yayın durumuYayınlandı - 2012
Etkinlik2012 20th Mediterranean Conference on Control and Automation, MED 2012 - Barcelona, Spain
Süre: 3 Tem 20126 Tem 2012

Yayın serisi

Adı2012 20th Mediterranean Conference on Control and Automation, MED 2012 - Conference Proceedings

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???event.eventtypes.event.conference???2012 20th Mediterranean Conference on Control and Automation, MED 2012
Ülke/BölgeSpain
ŞehirBarcelona
Periyot3/07/126/07/12

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