publication . Article . Other literature type . 2016

Efficient speed control of induction motor using RBF based model reference adaptive control method

Kilic, Erdal; Ozcalik, Hasan Riza; Yilmaz, Saban;
Open Access
  • Published: 01 Jan 2016 Journal: Automatika, volume 57, pages 714-723 (issn: 0005-1144, eissn: 1848-3380, Copyright policy)
  • Publisher: Informa UK Limited
Abstract
This paper proposes a model reference adaptive speed controller based on artificial neural network for induction motor drives. The performance of traditional feedback controllers has been insufficient in speed control of induction motors due to nonlinear structure of the system, changing environmental conditions, and disturbance input effects. A successful speed control of induction motor requires a nonlinear control system. On the other hand, in recent years, it has been demonstrated that artificial intelligence based control methods were much more successful in the nonlinear system control applications. In this work, it has been developed an intelligent contro...
Subjects
free text keywords: Induction motor; neural network; model reference adaptive control; vector control, Induktivni motor; neuronska mreža; adaptivno upravljanje s referentnim modelom; vektorsko upravljanje
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publication . Article . Other literature type . 2016

Efficient speed control of induction motor using RBF based model reference adaptive control method

Kilic, Erdal; Ozcalik, Hasan Riza; Yilmaz, Saban;