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  • Many scientific papers deals with the usage of fuzzy rules to implement PID control. Fuzzy models, especially the Takagi-Sugeno-type, have received significant attention from various fields of interest. It is very often very difficult to determine all the parameters of the Takagi-Sugeno-type controller. In this paper we present optimization of Takagi-Sugeno-type fuzzy regulator parameters by genetic algorithm. Implementation of universal fuzzy P/PS/PD function block implemented to the PLC Simatic S7 300/400 is introduced. Mamdani model is used as comparative model. Parameters of Takagi-Sugeno-type fuzzy regulator are determined by genetic algorithm optimization from comparative regulation surface
  • Many scientific papers deals with the usage of fuzzy rules to implement PID control. Fuzzy models, especially the Takagi-Sugeno-type, have received significant attention from various fields of interest. It is very often very difficult to determine all the parameters of the Takagi-Sugeno-type controller. In this paper we present optimization of Takagi-Sugeno-type fuzzy regulator parameters by genetic algorithm. Implementation of universal fuzzy P/PS/PD function block implemented to the PLC Simatic S7 300/400 is introduced. Mamdani model is used as comparative model. Parameters of Takagi-Sugeno-type fuzzy regulator are determined by genetic algorithm optimization from comparative regulation surface (en)
Title
  • An approach to optimization of takagi-sugeno type fuzzy regulator parameters by genetic algorithm from mamdani regulation surface
  • An approach to optimization of takagi-sugeno type fuzzy regulator parameters by genetic algorithm from mamdani regulation surface (en)
skos:prefLabel
  • An approach to optimization of takagi-sugeno type fuzzy regulator parameters by genetic algorithm from mamdani regulation surface
  • An approach to optimization of takagi-sugeno type fuzzy regulator parameters by genetic algorithm from mamdani regulation surface (en)
skos:notation
  • RIV/61989100:27240/13:86084733!RIV14-MSM-27240___
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  • 60303
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  • RIV/61989100:27240/13:86084733
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  • Takagi-sugeno fuzzy controller; Pid control; Fuzzy model; Fuzzy controller (en)
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  • [AC6F0D87EA01]
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  • Dalian
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  • Applied Mechanics and Materials. Volume 248
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  • Kocián, Jiří
  • Koziorek, Jiří
  • Ožana, Štěpán
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issn
  • 1660-9336
number of pages
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  • 10.4028/www.scientific.net/AMM.248.545
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  • Trans Tech Publications
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  • 978-3-03785-556-0
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  • 27240
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