Robustness of fuzzy logic control for an uncertain dynamic system

Soo Yeong Yi; Myung Jin Chung

doi:10.1109/91.669018

Robustness of fuzzy logic control for an uncertain dynamic system

Soo Yeong Yi, Myung Jin Chung

Dept. of Electrical and Information Engineering

Research output: Contribution to journal › Article › peer-review

64 Scopus citations

Abstract

Based on the similarity between prevalent fuzzy logic controllers (FLC) and the conventional robust controller, i.e., the variable structure controller, control theoretic analysis of a fuzzy control system is presented in the sense of Lyapunov. As well as the robustness of the fuzzy control system against uncertainties of a controlled process, this analysis gives an account of the relationship between control performance and the design parameters of the FLC, which has been obscure in the theory of fuzzy control.

Original language	English
Pages (from-to)	216-225
Number of pages	10
Journal	IEEE Transactions on Fuzzy Systems
Volume	6
Issue number	2
DOIs	https://doi.org/10.1109/91.669018
State	Published - 1998

Keywords

Robustness
Sliding mode control
Uniform ultimate boundedness

Access to Document

10.1109/91.669018

Cite this

@article{8ea7973ad2c94f09b9e68ca54bf4e308,

title = "Robustness of fuzzy logic control for an uncertain dynamic system",

abstract = "Based on the similarity between prevalent fuzzy logic controllers (FLC) and the conventional robust controller, i.e., the variable structure controller, control theoretic analysis of a fuzzy control system is presented in the sense of Lyapunov. As well as the robustness of the fuzzy control system against uncertainties of a controlled process, this analysis gives an account of the relationship between control performance and the design parameters of the FLC, which has been obscure in the theory of fuzzy control.",

keywords = "Robustness, Sliding mode control, Uniform ultimate boundedness",

author = "Yi, \{Soo Yeong\} and Chung, \{Myung Jin\}",

year = "1998",

doi = "10.1109/91.669018",

language = "English",

volume = "6",

pages = "216--225",

journal = "IEEE Transactions on Fuzzy Systems",

issn = "1063-6706",

number = "2",

}

TY - JOUR

T1 - Robustness of fuzzy logic control for an uncertain dynamic system

AU - Yi, Soo Yeong

AU - Chung, Myung Jin

PY - 1998

Y1 - 1998

N2 - Based on the similarity between prevalent fuzzy logic controllers (FLC) and the conventional robust controller, i.e., the variable structure controller, control theoretic analysis of a fuzzy control system is presented in the sense of Lyapunov. As well as the robustness of the fuzzy control system against uncertainties of a controlled process, this analysis gives an account of the relationship between control performance and the design parameters of the FLC, which has been obscure in the theory of fuzzy control.

AB - Based on the similarity between prevalent fuzzy logic controllers (FLC) and the conventional robust controller, i.e., the variable structure controller, control theoretic analysis of a fuzzy control system is presented in the sense of Lyapunov. As well as the robustness of the fuzzy control system against uncertainties of a controlled process, this analysis gives an account of the relationship between control performance and the design parameters of the FLC, which has been obscure in the theory of fuzzy control.

KW - Robustness

KW - Sliding mode control

KW - Uniform ultimate boundedness

UR - http://www.scopus.com/inward/record.url?scp=0032073343&partnerID=8YFLogxK

U2 - 10.1109/91.669018

DO - 10.1109/91.669018

M3 - Article

AN - SCOPUS:0032073343

SN - 1063-6706

VL - 6

SP - 216

EP - 225

JO - IEEE Transactions on Fuzzy Systems

JF - IEEE Transactions on Fuzzy Systems

IS - 2

ER -

Robustness of fuzzy logic control for an uncertain dynamic system

Abstract

Keywords

Access to Document

Other files and links

Fingerprint

Cite this