Naslov
Modeling and fuzzy control of permanent magnet synchronous motor

Autori
Jukić, Domagoj Krešimir ; Varga, Toni ; Benšić, Tin ; Jerković Štil, Vedrana ; Barukčić, Marinko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
The 10th International Conference on Power Electronics, Machines and Drives / - Nottingham, 2020

Skup
10th International Conference on Power Electronics, Machines and Drives (PEMD 2020)

Mjesto i datum
Nottingham, Ujedinjeno Kraljevstvo, 15.12.2020. - 17.12.2020

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
permanent magnet synchronous motor ; computational intelligence ; modeling ; fuzzy control

Sažetak
This paper deals with Permanent Magnet Synchronous Motor modeling and control. The derived nonlinear dq model is a com- bination of Finite Element Method simulation data with the classical dq model. The so derived model keeps the precision of the Finite Element Method simulations and also the fast execution times of the dq model. The Finite Element Method data is included in the dq model using Artificial Neural Networks. The derived model is also used for controller design. The chosen controller is a PI like Fuzzy Logic Controller, which is tuned using Genetic Algorithm optimization. The Permanent Magnet Synchronous Motor with Fuzzy Logic Controller operation is tested using Real-Time (Model-in-the-Loop) simulations.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

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