Journal of Advanced Research (Jan 2011)

PSO-BELBIC scheme for two-coupled distillation column process

  • Hassen T. Dorrah,
  • Ahmed M. El-Garhy,
  • Mohamed E. El-Shimy

DOI
https://doi.org/10.1016/j.jare.2010.08.004
Journal volume & issue
Vol. 2, no. 1
pp. 73 – 83

Abstract

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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.

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