Temperature control of a continuous stirred tank reactor by means of two different intelligent strategies

Mohd Fua ad Rahmat, Amir Mehdi Yazdani, Mohammad Ahmadi Movahed, Somaiyeh Mahmoudzadeh

Research output: Contribution to journalArticleResearchpeer-review

23 Citations (Scopus)

Abstract

Continues Stirred Tank Reactor (CSTR) is an important subject in chemical process and offering a diverse range of researches in the area of the chemical and control engineering. Various control approaches have been applied on CSTR to control its parameters. This paper presents two different control strategies based on the combination of a novel socio-political optimization algorithm, called Imperialist Competitive Algorithm (ICA), and concept of the gain scheduling performed by means of the least square and fuzzy logic approaches. The goal is to control the temperature of the CSTR in presence of the set point changes. The works followed with designing those controllers and simulating in MATLAB software. The performance of the proposed controllers have been consider based on the Sum of the Square Error (SSE) and Integral Absolute Error(IAE) Criteria. The results clearly indicate that both suggested control strategies offer an acceptable performance with respect to the functional changes of the process. In other word, robustness of the proposed methods in dealing uncertainties throughout the tracking of the reference signal take the highlighted point into account. Furthermore, fuzzy based structure strategy gives the more flexibility and precise behavior in control action in comparison to the least square based approach.

Original languageEnglish
Pages (from-to)244-267
Number of pages24
JournalInternational Journal on Smart Sensing and Intelligent Systems
Volume4
Issue number2
Publication statusPublished - Jun 2011
Externally publishedYes

Keywords

  • CSTR
  • Fuzzy controller
  • Gain scheduling
  • ICA
  • Modeling
  • PI controller

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