Pregled bibliografske jedinice broj: 744082
Dual Heuristic Neural Programming Controller for Synchronous Generator
Dual Heuristic Neural Programming Controller for Synchronous Generator // Matlab Applications for the Practical Engineer / Kelly Bennett (ur.).
Rijeka: IntechOpen, 2014. str. 103-138
CROSBI ID: 744082 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Dual Heuristic Neural Programming Controller for Synchronous Generator
Autori
Mišković, Mato ; Mišković, Ivan ; Mirošević Marija
Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, ostalo
Knjiga
Matlab Applications for the Practical Engineer
Urednik/ci
Kelly Bennett
Izdavač
IntechOpen
Grad
Rijeka
Godina
2014
Raspon stranica
103-138
ISBN
978-953-51-1719-3
Ključne riječi
sinkroni generator, neural networks, automatski regulator napona
(synchronous generator, neural networks, automatic voltage regulator)
Sažetak
This chapter describes the development of voltage control system of a synchronous generator based on neural networks. Recurrent (dynamic) neural networks are used, as a type that has great capabilities in approximation of dynamic systems. Two algorithms are used for training – Dual Heuristic Programming (DHP) and Globalized Dual Heuristic Programming (GDHP). The algorithms have been developed for the optimal control of nonlinear systems using dynamic programming principles.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
Napomena
U ovom poglavlju opisan je razvoj automatskog regulatora napona sinkronog generatora koji se zasniva na primjeni umjetnih nuronskih mreža.
POVEZANOST RADA
Projekti:
275-0361616-1620 - Nove strukture poboljšanja dinamičke stabilnosti hidroagregata (Milković, Mateo, MZO ) ( CroRIS)
Ustanove:
Sveučilište u Dubrovniku
