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PSO-BELBIC scheme for two-coupled distillation column process
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نویسنده
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Dorrah Hassen T. ,El-Garhy Ahmed M. ,El-Shimy Mohamed E.
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منبع
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journal of advanced research - 2011 - دوره : 2 - شماره : 1 - صفحه:73 -83
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چکیده
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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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کلیدواژه
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Particle Swarm Optimization (PSO); Two-coupled distillation column; Brain Emotional Learning Based Intelligent Controller (BELBIC); PID controller
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آدرس
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Cairo University, Faculty of Engineering, Department of Electrical Power and Machines, Egypt, Helwan University, Faculty of Engineering, Department of Electronics, Communications and Computers, Egypt, King Saud University, Saudi Arabia
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Authors
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