Design And Implementation of A PID Controller For A Continuous Stirred Tank Reactor (CSTR) System Using Particle Swarm Algorithms
Aboelela, M., Hennas, R., Dorrah, H. (2015). Design And Implementation of A PID Controller For A Continuous Stirred Tank Reactor (CSTR) System Using Particle Swarm Algorithms. EKB Journal Management System, 16(AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 16 – May 26 - 28, 2015), 1-12. doi: 10.21608/asat.2015.22946
Magdy A.S. Aboelela; Rania Helmy Mansour Hennas; Hassen T. Dorrah. "Design And Implementation of A PID Controller For A Continuous Stirred Tank Reactor (CSTR) System Using Particle Swarm Algorithms". EKB Journal Management System, 16, AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 16 – May 26 - 28, 2015, 2015, 1-12. doi: 10.21608/asat.2015.22946
Aboelela, M., Hennas, R., Dorrah, H. (2015). 'Design And Implementation of A PID Controller For A Continuous Stirred Tank Reactor (CSTR) System Using Particle Swarm Algorithms', EKB Journal Management System, 16(AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 16 – May 26 - 28, 2015), pp. 1-12. doi: 10.21608/asat.2015.22946
Aboelela, M., Hennas, R., Dorrah, H. Design And Implementation of A PID Controller For A Continuous Stirred Tank Reactor (CSTR) System Using Particle Swarm Algorithms. EKB Journal Management System, 2015; 16(AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 16 – May 26 - 28, 2015): 1-12. doi: 10.21608/asat.2015.22946

Design And Implementation of A PID Controller For A Continuous Stirred Tank Reactor (CSTR) System Using Particle Swarm Algorithms

International Conference on Aerospace Sciences and Aviation Technology
Article 51, Volume 16, AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 16 – May 26 - 28, 2015, May 2015, Pages 1-12    PDF (493.41 K)
Document Type: Original Article
DOI: 10.21608/asat.2015.22946
Authors
Magdy A.S. Aboelela1; Rania Helmy Mansour Hennas2; Hassen T. Dorrah1
1Cairo University, Faculty of Engineering, Electric Power and Machines Dept., Giza, Egypt.
2Graduate Master Student, Cairo University, Faculty of Engineering, Electric Power and Machines Dept., Giza, Egypt.
Abstract
This paper introduces the application of PI/PID controller tuned with Particle Swarm Optimization (PSO), Adaptive Weighted Particle Swarm Optimization (AWPSO) algorithms into the field of chemical engineering. The application deals with the temperature and concentration control for Continuous Stirred Tank Reactor (CSTR). The optimization step has been achieved based on three error criterion. They are: Integral of Square Error (ISE), the Integral of Absolute Error (IAE) and the Itegral of Time Absolute Error (ITAE). The temperature and concentration performance of the CSTR has been tested for robustness by changing some of the CSTR parameters. Better performance of the PID tuned by the AWPSO proposed algorithm is noticeable. Also the temperature and concentration performance of the CSTR due to changing some system parameters has been noted in very little values (almost zero) which enrich the idea of the selected PID tuned by the AWPSO for robustness.
Keywords
AWPSO; CSTR; PID controller; Process Control
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