Title of article :
PSO-BELBIC scheme for two-coupled distillation column process
Author/Authors :
Dorrah, Hassen T. Cairo University - Faculty of Engineering - Department of Electrical Power and Machines, Egypt , El-Garhy, Ahmed M. Helwan University - Faculty of Engineering - Department of Electronics, Communications and Computers, Egypt , El-Shimy, Mohamed E. King Saud University, Saudi Arabia
From page :
73
To page :
83
Abstract :
In the two-coupled distillation column process, keeping the tray temperatures within a specified range around their steady state values assures the specifications for top and bottom product purity. The two-coupled distillation column is a 4 Input/4 Output process. Normally, control engineers decouple the process into four independent loops. They assign a PID controller to control each loop. Tuning of conventional PID controllers is very difficult when the process is subject to external unknown factors. The paper proposes a Brain Emotional Learning Based Intelligent Controller (BELBIC) to replace conventional PID controllers. Moreover, the values of BELBIC and PID gains are optimized using a particle swarm optimization (PSO) technique with minimization of Integral Square Error (ISE) for all loops. The paper compares the performance of the proposed PSO-BELBICs with that of conventional PSO-PID controllers. PSO-BELBICs prove their usefulness in improving time domain behavior with keeping robustness for all loops.
Keywords :
Particle Swarm Optimization (PSO) , Two , coupled distillation column , Brain Emotional Learning Based Intelligent Controller (BELBIC) , PID controller
Journal title :
Journal of Advanced Research
Journal title :
Journal of Advanced Research
Record number :
2589677
Link To Document :
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