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An approach to optimization of takagi-sugeno type fuzzy regulator parameters by genetic algorithm from mamdani regulation surface

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86084733" target="_blank" >RIV/61989100:27240/13:86084733 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.4028/www.scientific.net/AMM.248.545" target="_blank" >http://dx.doi.org/10.4028/www.scientific.net/AMM.248.545</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.4028/www.scientific.net/AMM.248.545" target="_blank" >10.4028/www.scientific.net/AMM.248.545</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    An approach to optimization of takagi-sugeno type fuzzy regulator parameters by genetic algorithm from mamdani regulation surface

  • Original language description

    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

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JB - Sensors, detecting elements, measurement and regulation

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2013

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Applied Mechanics and Materials. Volume 248

  • ISBN

    978-3-03785-556-0

  • ISSN

    1660-9336

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    545-550

  • Publisher name

    Trans Tech Publications

  • Place of publication

    Durnten-Zurich

  • Event location

    Dalian

  • Event date

    Oct 5, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article