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A New Hybrid BFOA-PSO Optimization Technique for Decoupling and Robust Control of Two-Coupled Distillation Column Process
المؤلفون المشاركون
Abdelkarim, Noha
Mohamed, Amr E.
El-Garhy, Ahmed M.
Dorrah, Hassen T.
المصدر
Computational Intelligence and Neuroscience
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-17، 17ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-10-11
دولة النشر
مصر
عدد الصفحات
17
التخصصات الرئيسية
الملخص 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.
نمط استشهاد جمعية علماء النفس الأمريكية (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
نمط استشهاد الجمعية الأمريكية للغات الحديثة (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
نمط استشهاد الجمعية الطبية الأمريكية (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
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1099812
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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