DocumentCode
2856072
Title
Implementation of Emotional Controller for Interior Permanent Magnet Synchronous Motor Drive
Author
Milasi, R.M. ; Lucas, Caro ; Arrabi, B.N. ; Radwan, T.S. ; Rahman, M.A.
Author_Institution
Dept. of Electr. & Comput. Eng., Tehran Univ.
Volume
4
fYear
2006
fDate
8-12 Oct. 2006
Firstpage
1767
Lastpage
1774
Abstract
This paper presents for the first time the real-time implementation of an emotional controller for interior permanent magnet synchronous motor (IPMSM) drives. The proposed novel controller is called brain emotional learning based intelligent controller (BELBIC). The utilization of BELBIC is based on emotion processing mechanism in brain, and is essentially an action, which is based on sensory inputs and emotional cues. The emotional learning occurs mainly in the amygdala. The amygdala is mathematically modeled, and the BELBIC controller is introduced. This type of controller is insensitive to noise and variance of the parameters. The controller is successfully implemented in real-time using a digital signal processor board ds1102 for a laboratory 1-hp IPMSM. The results show superior control characteristics especially very fast response, simple implementation and robustness with respect to disturbances and manufacturing imperfections. The proposed method enables the designer to shape the response in accordance with the multiple objectives of choices
Keywords
artificial intelligence; digital signal processing chips; intelligent control; machine control; permanent magnet motors; synchronous motor drives; BELBIC controller; amygdala; brain emotional learning based intelligent controller; digital signal processor board; emotion processing mechanism; emotional controller; emotional cues; interior permanent magnet synchronous motor drive; sensory inputs; AC motors; Control theory; DC motors; Electric variables control; Machine vector control; Magnetic materials; Permanent magnet motors; Rotors; Synchronous motors; Velocity control; Amygdala; disturbance; emotional controller; interior permanent magnet motor; nonlinear model; real-time implementation; speed control; vector control;
fLanguage
English
Publisher
ieee
Conference_Titel
Industry Applications Conference, 2006. 41st IAS Annual Meeting. Conference Record of the 2006 IEEE
Conference_Location
Tampa, FL
ISSN
0197-2618
Print_ISBN
1-4244-0364-2
Electronic_ISBN
0197-2618
Type
conf
DOI
10.1109/IAS.2006.256774
Filename
4025462
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