An intelligent hybrid fuzzy PID controller

Isin Erenoglu*, Ibrahim Eksin, Engin Yesil, Mujde Guzelkaya

*Bu çalışma için yazışmadan sorumlu yazar

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49 Atıf (Scopus)

Özet

In this study, a design methodology is introduced that blends the classical PID and the fuzzy controllers in an intelligent way and thus a new intelligent hybrid controller has been achieved. Basically, in this design methodology, the classical PID and fuzzy controller have been combined by a blending mechanism that depends on a certain function of actuating error. Moreover, an intelligent switching scheme is induced on the blending mechanism that makes a decision upon the priority of the two controller parts; namely, the classical PID and the fuzzy constituents. The simulations done on various processes using the new hybrid fuzzy PID controller provides 'better' system responses in terms of transient and steady-state performances when compared to the pure classical PID or the pure fuzzy controller applications. The controller parameters are all tuned by the aid of genetic search algorithm.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığı20th European Conference on Modelling and Simulation
Ana bilgisayar yayını alt yazısıModelling Methodologies and Simulation Key Technologies in Academia and Industry, ECMS 2006
YayınlayanEuropean Council for Modelling and Simulation
Sayfalar62-66
Sayfa sayısı5
ISBN (Basılı)0955301807, 9780955301803
DOI'lar
Yayın durumuYayınlandı - 2006
Etkinlik20th European Conference on Modelling and Simulation: Modelling Methodologies and Simulation Key Technologies in Academia and Industry, ECMS 2006 - Bonn, Sankt Augustin, Germany
Süre: 28 May 200631 May 2006

Yayın serisi

Adı20th European Conference on Modelling and Simulation: Modelling Methodologies and Simulation Key Technologies in Academia and Industry, ECMS 2006

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???event.eventtypes.event.conference???20th European Conference on Modelling and Simulation: Modelling Methodologies and Simulation Key Technologies in Academia and Industry, ECMS 2006
Ülke/BölgeGermany
ŞehirBonn, Sankt Augustin
Periyot28/05/0631/05/06

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