Title :
Design of Brain Emotional Learning Based Intelligent Controller (BELBIC) for uncertain systems
Author :
Ravi, Reshma ; Mija, S.J.
Author_Institution :
Dept. of Electr. Eng., Nat. Inst. of Technol., Calicut, India
Abstract :
This paper addressess, a study on the bio inspired intelligent controller namely Brain Emotional Learning Based Intelligent Controller (BELBIC) and its design for spring mass damper system which has parameter uncertainty. The mass-damper-spring system is a common control experimental device frequently used. This paper gives the possible structured (parametric) uncertainties in the spring-mass-damper system. The model free controller based on the brain-emotional-learning algorithm adapts the computational model of limbic system in the mammalian brain. Here an attempt is made to design the controller for a uncertain system (spring-mass-damper). The performance of the developed controller is compared with that of a PID controller.
Keywords :
control system synthesis; intelligent control; three-term control; uncertain systems; BELBIC design; PID controller; bio inspired intelligent controller; brain emotional learning based intelligent controller; limbic system; mammalian brain; model free controller; spring-mass-damper system; structured parametric uncertainties; uncertain systems; Brain modeling; Computational modeling; Shock absorbers; Brain Emotional Learning Based Intelligent Controller (BELBIC); Emotional controller; Intelligent controller; PID controller; Uncertain system;
Conference_Titel :
Advanced Communication Control and Computing Technologies (ICACCCT), 2014 International Conference on
Conference_Location :
Ramanathapuram
Print_ISBN :
978-1-4799-3913-8
DOI :
10.1109/ICACCCT.2014.7019265