PSO optimal control of model-free adaptive control for PVC polymerization process

Polyvinyl chloride (PVC) polymerizing process is a typical complicated industrial process with the characteristics of large inertia, big time delay and nonlinearity. Firstly, for the general nonlinear and discrete time system, a design scheme of model-free adaptive (MFA) controller is given. Then, p...

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Published inInternational journal of automation and computing Vol. 15; no. 4; pp. 482 - 491
Main Authors Gao, Shu-Zhi, Wu, Xiao-Feng, Luan, Liang-Liang, Wang, Jie-Sheng, Wang, Gui-Cheng
Format Journal Article
LanguageEnglish
Published Beijing Institute of Automation, Chinese Academy of Sciences 01.08.2018
Springer Nature B.V
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ISSN1476-8186
2153-182X
1751-8520
2153-1838
DOI10.1007/s11633-016-0973-7

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Abstract Polyvinyl chloride (PVC) polymerizing process is a typical complicated industrial process with the characteristics of large inertia, big time delay and nonlinearity. Firstly, for the general nonlinear and discrete time system, a design scheme of model-free adaptive (MFA) controller is given. Then, particle swarm optimization (PSO) algorithm is applied to optimizing and setting the key parameters for controller tuning. After that, the MFA controller is used to control the system of polymerizing temperature. Finally, simulation results are given to show that the MAC strategy based on PSO obtains a good controlling performance index.
AbstractList Polyvinyl chloride (PVC) polymerizing process is a typical complicated industrial process with the characteristics of large inertia, big time delay and nonlinearity. Firstly, for the general nonlinear and discrete time system, a design scheme of model-free adaptive (MFA) controller is given. Then, particle swarm optimization (PSO) algorithm is applied to optimizing and setting the key parameters for controller tuning. After that, the MFA controller is used to control the system of polymerizing temperature. Finally, simulation results are given to show that the MAC strategy based on PSO obtains a good controlling performance index.
Author Wang, Jie-Sheng
Luan, Liang-Liang
Wang, Gui-Cheng
Gao, Shu-Zhi
Wu, Xiao-Feng
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Institute of Automation, Chinese Academy of Sciences and Springer-Verlag GmbH Germany, part of Springer Nature 2017.
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Issue 4
Keywords model-free adaptive control
polymerization temperature
particle swarm optimization (PSO) algorithm
Polyvinyl chloride (PVC)
Language English
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Snippet Polyvinyl chloride (PVC) polymerizing process is a typical complicated industrial process with the characteristics of large inertia, big time delay and...
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SubjectTerms Adaptive control
Algorithms
Automation
CAE) and Design
Computer Applications
Computer simulation
Computer-Aided Engineering (CAD
Control
Control algorithms
Controllers
Cooling
Decomposition
Design
Discrete time systems
Engineering
Fault diagnosis
Free radicals
Mechatronics
Nonlinearity
Optimal control
Optimization
Particle swarm optimization
Performance indices
Polymerization
Polyvinyl chloride
Research Article
Robotics
Simulation
Time lag
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Title PSO optimal control of model-free adaptive control for PVC polymerization process
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