Self tuning fuzzy PID type load and frequency controller

E. Yeşil, M. Güzelkaya*, I. Eksin

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211 Atıf (Scopus)

Özet

In this paper, a self tuning fuzzy PID type controller is proposed for solving the load frequency control (LFC) problem. The fuzzy PID type controller is constructed as a set of control rules, and the control signal is directly deduced from the knowledge base and the fuzzy inference. Moreover, there exists a self tuning mechanism that adjusts the input scaling factor corresponding to the derivative coefficient and the output scaling factor corresponding to the integral coefficient of the PID type fuzzy logic controller in an on-line manner. The self tuning mechanism depends on the peak observer idea, and this idea is modified and adapted to the LFC problem. A two area interconnected system is assumed for demonstrations. The proposed self tuning fuzzy PID type controller has been compared with the fuzzy PID type controller without a self tuning mechanism and the conventional integral controller through some performance indices.

Orijinal dilİngilizce
Sayfa (başlangıç-bitiş)377-390
Sayfa sayısı14
DergiEnergy Conversion and Management
Hacim45
Basın numarası3
DOI'lar
Yayın durumuYayınlandı - Şub 2004

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