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Fuzzy Arithmetic-based Stability Analysis and Design of Fuzzy Controller (CROSBI ID 530149)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Bogdan, Stjepan ; Kovačić, Zdenko ; Fazinić, Ivana ; Draganjac, Ivica Fuzzy Arithmetic-based Stability Analysis and Design of Fuzzy Controller // Proceedings of the 2007 IEEE International Conference on Automation Science and Engineering / Meldrum, Deirdre R. (ur.). Scottsdale: Institute of Electrical and Electronics Engineers (IEEE), 2007. str. 968-973

Podaci o odgovornosti

Bogdan, Stjepan ; Kovačić, Zdenko ; Fazinić, Ivana ; Draganjac, Ivica

engleski

Fuzzy Arithmetic-based Stability Analysis and Design of Fuzzy Controller

Initially introduced as a model-free control design method, in today practice fuzzy control is dominantly used as yet another nonlinear control technique based either on a linear or nonlinear model of a process. This paper addresses the stability assessment of a fuzzy logic control system based only on the partial knowledge of a controlled process. Lyapunov stability conditions are derived and analyzed by using fuzzy numbers and fuzzy arithmetic. The experimental results obtained for a non-stable second-order system confirmed that this approach could be successfully implemented. Some questions, addressed in the paper, remained open for further investigation.

fuzzy control; fuzzy numbers; stability analysis; fuzzy controller design

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Podaci o prilogu

968-973.

2007.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of the 2007 IEEE International Conference on Automation Science and Engineering

Meldrum, Deirdre R.

Scottsdale: Institute of Electrical and Electronics Engineers (IEEE)

1-4244-1154-8

Podaci o skupu

The 2007 IEEE International Conference on Automation Science and Engineering

predavanje

22.09.2007-25.09.2007

Scottsdale (AZ), Sjedinjene Američke Države

Povezanost rada

Elektrotehnika, Temeljne tehničke znanosti