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Use of Fuzzy Logic for Implementing Rule-Based Control of Industrial Processes

In: Advances in Fuzzy Sets, Possibility Theory, and Applications

Author

Listed:
  • E. H. Mamdani

    (University of London, Department of Electrical and Electronic Engineering, Queen Mary College)

  • J. J. Østergaard

    (University of London, Department of Electrical and Electronic Engineering, Queen Mary College)

  • E. Lembessis

    (University of London, Department of Electrical and Electronic Engineering, Queen Mary College)

Abstract

Rule-based methods have been investigated for process control applications since mid-1970’s where the emphasis has been on the use of fuzzy logic for implementing the linguistic control rules. The method is now being used commercially for the control of cement kilns, using linguistic rules of the type shown in Fig. 1. The rules are a collection of situation-action pairs expressed as IF… THEN… statements and implemented as logical implications. Thus a set of rules, R, is given as $$\begin{array}{*{20}{c}} {R = \{ {{R}^{1}},{{R}^{2}},...,{{R}^{n}}\} } \\ { = \{ {{s}^{1}} \to {{a}^{1}},{{s}^{2}} \to {{a}^{2}},...,{{s}^{n}} \to {{a}^{n}}\} .} \\ \end{array}$$

Suggested Citation

  • E. H. Mamdani & J. J. Østergaard & E. Lembessis, 1983. "Use of Fuzzy Logic for Implementing Rule-Based Control of Industrial Processes," Springer Books, in: Paul P. Wang (ed.), Advances in Fuzzy Sets, Possibility Theory, and Applications, pages 307-323, Springer.
    • Handle: RePEc:spr:sprchp:978-1-4613-3754-6_19
    DOI: 10.1007/978-1-4613-3754-6_19
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