DocumentCode
1681459
Title
Analysis of the effect of linguistic variables of consequence membership function
Author
Lee, Kyoung-woong ; Choi, Hansoo
Author_Institution
Daelim I&S, Seoul, South Korea
fYear
2010
Firstpage
827
Lastpage
830
Abstract
Fuzzy controller shows different responses depending on the size of the linguistic variables. Therefore, the choice of appropriate linguistic variable is an important part of the design of fuzzy controller. However, since fuzzy controller is nonlinear, it is difficult to analyze mathematically the affection of the linguistic variable. In this paper to analyze the effect of linguistic variables, the relationship between linguistic variables and fuzzy controller stability zone according to the variable changes in the size of each linguistic variables and the number of linguistic variables, that is calculated by Describing Function approximately, is analyzed through regression analysis. Describing Function can approximate FLC in frequency domain and we can determine the stability using nyquist plot. This study can help to understand the role of linguist variables of consequent membership function and to select them for designing FLC on the point of stability.
Keywords
Nyquist diagrams; approximation theory; computational linguistics; control system analysis; describing functions; fuzzy control; nonlinear control systems; regression analysis; consequent membership function; describing function; fuzzy control; linguistic variables; nonlinear control system; nyquist plot; regression analysis; stability zone; Correlation; Fuzzy control; Mathematical model; Pragmatics; Stability criteria; Steady-state; Describing function; FLC; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Automation and Systems (ICCAS), 2010 International Conference on
Conference_Location
Gyeonggi-do
Print_ISBN
978-1-4244-7453-0
Electronic_ISBN
978-89-93215-02-1
Type
conf
Filename
5670116
Link To Document