A brain emotional learning-based intelligent controller (BELBIC) for DFIG system

Author

Valikhani, M. ; Sourkounis, C.

Author_Institution

Power Syst. Technol. & Power Mechatron. line, Ruhr-Univ. Bochum, Bochum, Germany

fYear

2014

fDate

18-20 June 2014

Firstpage

713

Lastpage

718

Abstract

In this paper, an intelligent controller is developed resembling the computational emotional process in the mammalian brain. This controller, also called brain emotional learning-based intelligent controller (BELBIC) is then incorporated into the conventional PWM-based and hysteresis-based vector control method. For both methodologies the stator flux space vector has to be oriented to an arbitrary reference frame so that a decoupling between stator active and reactive powers is achieved.

Keywords

brain; hysteresis; intelligent control; machine vector control; pulse width modulation; reactive power; stators; BELBIC; DFIG system; PWM-based vector control method; brain emotional learning-based intelligent controller; computational emotional process; doubly fed induction generator system; hysteresis-based vector control method; intelligent controller; mammalian brain; stator active powers; stator flux space vector; stator reactive powers; Control systems; Hysteresis; Machine vector control; Mathematical model; Reactive power; Rotors; Stators; Brain Emotional Learning Based Intelligent Controller (BELBIC); Doubly Fed Induction Generator (DFIG); Vector Control;

fLanguage

English

Publisher

ieee

Conference_Titel

Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), 2014 International Symposium on

Conference_Location

Ischia

Type

conf

DOI

10.1109/SPEEDAM.2014.6871951

Filename

6871951