Title :
Simultaneously, speed and flux control of a induction motor, with brain emotional learning based intelligent controller (BELBIC)
Author :
Daryabeigi, E. ; Markadeh, Gh Arab ; Lucas, C.
Author_Institution :
Electr. Eng. Dept. of Islamic, Azad Univ., Esfahan
Abstract :
In this paper, a modern intelligent control based on computational model of mammalian limbic system and emotional processes (BELBIC) is presented for speed and flux control of induction motor simultaneously. In this work, a novel and simple model of induction motor drives control plant is achieved by using the intelligent control system, which controls motor speed and flux accurately, without needing to using any conventional controllers and also, quite independent of motor parameters. This generation of intelligent controllers that has high auto learning speed with simple structure shows excellent praxis for industrial scale utilization truly.
Keywords :
angular velocity control; induction motor drives; intelligent control; learning systems; machine vector control; autolearning speed; brain emotional learning based intelligent controller; flux control; induction motor drive control plant; mammalian limbic system computational model; speed control; Computational intelligence; Computational modeling; Control system synthesis; Electrical equipment industry; Induction generators; Induction motor drives; Induction motors; Industrial control; Intelligent control; Intelligent structures; emotional learning (BELBIC); induction motor (IM); intelligent control; medial brain; speed and flux control;
Conference_Titel :
Electric Machines and Drives Conference, 2009. IEMDC '09. IEEE International
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-4251-5
Electronic_ISBN :
978-1-4244-4252-2
DOI :
10.1109/IEMDC.2009.5075310
