Pregled bibliografske jedinice broj: 366149
Stator resistance tuning based on a neural network in an indirect rotor field oriented control system of an induction motor
Stator resistance tuning based on a neural network in an indirect rotor field oriented control system of an induction motor // Knowledge-Based Intelligent Information and Engineering Systems / Lovrek, Ignac ; Howlett, Robert J. ; Jain, Lakhmi C. (ur.).
Heidelberg: Springer, 2008. str. 658-665
CROSBI ID: 366149 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Stator resistance tuning based on a neural network in an indirect rotor field oriented control system of an induction motor
Autori
Vukadinović, Dinko ; Bašić, Mateo ; Kulišić, Ljubomir
Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni
Knjiga
Knowledge-Based Intelligent Information and Engineering Systems
Urednik/ci
Lovrek, Ignac ; Howlett, Robert J. ; Jain, Lakhmi C.
Izdavač
Springer
Grad
Heidelberg
Godina
2008
Raspon stranica
658-665
ISBN
978-3-540-85562-0
Ključne riječi
induction motor, indirect field-oriented control, neural network, adaptive control
Sažetak
This paper presents an ANN-based (artificial neural network-based) method of stator resistance tuning in an IRFO (indirect rotor field oriented) control system of an induction motor. This method is based on the conventional two-layer ANN in which the rotor time constant is not a constant parameter and is identified using a model reference adaptive system (MRAS) - based procedure. During the training, rotor speed estimation of the induction motor is enabled. The difference between the actual and the estimated rotor speed is used as a signal for manual stator resistance tuning. Computer simulations and experimental results show the effectiveness of the described approach in a low rotor speed region.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
Napomena
DOI: 10.1007/978-3-540-85563-7 ; 12th International Conference KES 2008 : Proceedings. Part I. ; Zagreb, Hrvatska ; 03.-05.09.2008. ; ISSN 0302-9743
POVEZANOST RADA
Projekti:
023-0000000-3271 - Razvoj naprednih algoritama za modeliranje elektromagnetskih pojava (Vujević, Slavko, MZOS ) ( CroRIS)
036-0362978-2314 - Pretvarači povećane djelotvornosti u sučelju obnovljivih izvora i mreže (Jakopović, Željko, MZO ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split
