Pregled bibliografske jedinice broj: 71484
A Class of Self-learning Fuzzy Logic Controllers Designed as a Function Block for Matlab+SimulinkTM Environment
A Class of Self-learning Fuzzy Logic Controllers Designed as a Function Block for Matlab+SimulinkTM Environment // Proceedings of the 11th International Conference on Electrical Drives and Power Electronics
Zagreb: Hrvatsko društvo za komunikacije, računarstvo, elektroniku, mjerenja I automatiku (KoREMA), 2000. str. 93-98 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
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Naslov
A Class of Self-learning Fuzzy Logic Controllers Designed as a Function Block for Matlab+SimulinkTM Environment
Autori
Kovačić, Zdenko ; Bogdan, Stjepan ; Reichenbach, Tomislav
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the 11th International Conference on Electrical Drives and Power Electronics
/ - Zagreb : Hrvatsko društvo za komunikacije, računarstvo, elektroniku, mjerenja I automatiku (KoREMA), 2000, 93-98
Skup
The 11th International Conference on Electrical Drives and Power Electronics EDPE `00
Mjesto i datum
Dubrovnik, Hrvatska, 09.10.2000. - 11.10.2000
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Intelligent control; fuzzy logic; self-learning; Matlab function block
Sažetak
In this paper, we demonstrate a performance of a PD type polynomial-based self-learning fuzzy logic controller (PSLFLC), which has been implemented as a function block for the very popular Matlab+Simulink environment. The PSLFLC utilizes a reference model and a model tracking error polynomial as the core of a learning algorithm. The effectiveness of the PSLFLC function block has been demonstrated on the nonlinear model of an angular speed control loop of a permanent magnet synchronous motor (PMSM) drive provided in Matlab for demo purposes. The results indicate that the PSLFLC brings improved performance into the selected control system example.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
