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Proposal of a Fuzzy Control System for Heat Transfer Using PLC

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Part of the Advances in Intelligent Systems and Computing book series (AISC,volume 573)

Abstract

The article presents a fuzzy controller design for using PLC as a control system. The subject of controlling is a mathematical model of a heat exchanger modeled in Simulink. The control algorithm was developed and configurated in the FuzzyControl++ configuration tools for the automation of technical processes. The goal of the paper is to explore the possibilities to implement and realize the potential of fuzzy control in areas belonging to the domain of classical regulation. Model of the closed loop control system in virtual environment is used to perform multiple simulations to detect the system behavior under various conditions. It is concluded that the applied control strategies can offer same properties in progress of regulation and offer better approach to intuitive knowledge base design and configuration parameters of controller.

Keywords

  • Fuzzy control
  • Programmable logic controller
  • Heat exchange

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  • DOI: 10.1007/978-3-319-57261-1_2
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References

  1. Rastocny, K., Zdansky, J.: Specificities of safety PLC based implementation of the safety functions. In: Proceedings of International Conference Applied Electronics, Pilsen, 5–7 September 2012, pp. 229–232 (2012). ISBN 978-80-261-0038-6, ISSN 1803-7232, IEEE Catalog Number: CFP1269A-PRT

    Google Scholar 

  2. Franekova, M., Kallay, F., Peniak, P., Vestenicky, P.: Communication security of industrial networks. Monography, EDIS ZU, Zilina (2007). ISBN 978-80-8070-715-6

    Google Scholar 

  3. Tothova, M., Pitel, M.: Reference model for hybrid adaptive control of pneumatic muscle actuator. In: 9th IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI 2014), pp. 105–109. IEEE Press, Timisoara (2014)

    Google Scholar 

  4. Tothova, M., Pitel, M., Mizakova, J.: Electro-pneumatic robot actuator with artificial muscles and state feedback. Appl. Mech. Mater. 460, 23–31 (2014)

    CrossRef  Google Scholar 

  5. Tóthová, M., Pitel, J., Hošovský, A.: Simulation of hybrid fuzzy adaptive control of pneumatic muscle actuator. In: Silhavy, R., Senkerik, R., Oplatkova, Z.K., Prokopova, Z., Silhavy, P. (eds.) Intelligent Systems in Cybernetics and Automation Theory. AISC, vol. 348, pp. 239–246. Springer, Cham (2015). doi:10.1007/978-3-319-18503-3_24

    Google Scholar 

  6. Korosi, L., Turcsek, D.: Fuzzy system for PLC. Slovak University of Technology, Faculty of Electrical Engineering and Information Technology, Institute of Control and Industrial Informatics (2011)

    Google Scholar 

  7. Noskievic, P.: Modelovani a idendifikacia systemu, pp. 116–118. Montanex, Ostrava (1999). ISBN 80-7225-030-2

    Google Scholar 

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Acknowledgments

The authors would like to thank for financial contribution from the STU Grant scheme for Support of Young Researchers.

The research work is supported by the Project KEGA 040STU-4/2016 Modernization of the Automatic Control Hardware course by applying the concept Industry 4.0 (Aplikacia konceptu Industry 4.0 v ramci modernizacie predmetu Technicke prostriedky automatizovaneho riadenia).

This publication is the result of implementation of the project: “UNIVERSITY SCIENTIFIC PARK: CAMPUS MTF STU - CAMBO” (ITMS: 26220220179) supported by the Research & Development Operational Program funded by the EFRR.

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Authors and Affiliations

  1. Faculty of Materials Science and Technology in Trnava, Slovak University of Technology in Bratislava, Paulinska 16, 917 24, Trnava, Slovak Republic

    Martin Nesticky, Tomas Skulavik & Jaroslav Znamenak

Authors
  1. Martin Nesticky
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  2. Tomas Skulavik
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  3. Jaroslav Znamenak
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Corresponding author

Correspondence to Martin Nesticky .

Editor information

Editors and Affiliations

  1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Radek Silhavy

  2. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Roman Senkerik

  3. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Zuzana Kominkova Oplatkova

  4. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Zdenka Prokopova

  5. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Petr Silhavy

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Nesticky, M., Skulavik, T., Znamenak, J. (2017). Proposal of a Fuzzy Control System for Heat Transfer Using PLC. In: Silhavy, R., Senkerik, R., Kominkova Oplatkova, Z., Prokopova, Z., Silhavy, P. (eds) Artificial Intelligence Trends in Intelligent Systems. CSOC 2017. Advances in Intelligent Systems and Computing, vol 573. Springer, Cham. https://doi.org/10.1007/978-3-319-57261-1_2

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  • DOI: https://doi.org/10.1007/978-3-319-57261-1_2

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-57260-4

  • Online ISBN: 978-3-319-57261-1

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