A New Hybrid BFOA-PSO Optimization Technique for Decoupling and Robust Control of Two-Coupled Distillation Column Process

Joint Authors

Abdelkarim, Noha
Mohamed, Amr E.
El-Garhy, Ahmed M.
Dorrah, Hassen T.

Source

Computational Intelligence and Neuroscience

Issue

Vol. 2016, Issue 2016 (31 Dec. 2015), pp.1-17, 17 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2016-10-11

Country of Publication

Egypt

No. of Pages

17

Main Subjects

Biology

Abstract EN

The two-coupled distillation column process is a physically complicated system in many aspects.

Specifically, the nested interrelationship between system inputs and outputs constitutes one of the significant challenges in system control design.

Mostly, such a process is to be decoupled into several input/output pairings (loops), so that a single controller can be assigned for each loop.

In the frame of this research, the Brain Emotional Learning Based Intelligent Controller (BELBIC) forms the control structure for each decoupled loop.

The paper’s main objective is to develop a parameterization technique for decoupling and control schemes, which ensures robust control behavior.

In this regard, the novel optimization technique Bacterial Swarm Optimization (BSO) is utilized for the minimization of summation of the integral time-weighted squared errors (ITSEs) for all control loops.

This optimization technique constitutes a hybrid between two techniques, which are the Particle Swarm and Bacterial Foraging algorithms.

According to the simulation results, this hybridized technique ensures low mathematical burdens and high decoupling and control accuracy.

Moreover, the behavior analysis of the proposed BELBIC shows a remarkable improvement in the time domain behavior and robustness over the conventional PID controller.

American Psychological Association (APA)

Abdelkarim, Noha& Mohamed, Amr E.& El-Garhy, Ahmed M.& Dorrah, Hassen T.. 2016. A New Hybrid BFOA-PSO Optimization Technique for Decoupling and Robust Control of Two-Coupled Distillation Column Process. Computational Intelligence and Neuroscience،Vol. 2016, no. 2016, pp.1-17.
https://search.emarefa.net/detail/BIM-1099812

Modern Language Association (MLA)

Abdelkarim, Noha…[et al.]. A New Hybrid BFOA-PSO Optimization Technique for Decoupling and Robust Control of Two-Coupled Distillation Column Process. Computational Intelligence and Neuroscience Vol. 2016, no. 2016 (2015), pp.1-17.
https://search.emarefa.net/detail/BIM-1099812

American Medical Association (AMA)

Abdelkarim, Noha& Mohamed, Amr E.& El-Garhy, Ahmed M.& Dorrah, Hassen T.. A New Hybrid BFOA-PSO Optimization Technique for Decoupling and Robust Control of Two-Coupled Distillation Column Process. Computational Intelligence and Neuroscience. 2016. Vol. 2016, no. 2016, pp.1-17.
https://search.emarefa.net/detail/BIM-1099812

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1099812