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
—