Naslov
Wind Energy Conversion System Using Advanced Speed Control and Model-Based Loss Minimization

Autori
Bubalo, Matija ; Bašić, Mateo ; Vukadinović, Dinko ; Grgić, Ivan

Izvornik
IEEE transactions on energy conversion (0885-8969) 38 (2023), 2; 869-878

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Field-oriented control ; Hedge algebra ; Induction generator ; Model-based optimization ; MPPT ; Wind turbine

Sažetak
This paper presents a new optimization strategy for a stand-alone wind energy conversion system (WECS). The WECS is comprised of a variable-speed wind turbine (WT) with a vector- controlled self- excited induction generator (SEIG), a three-phase full-bridge converter, and a DC-bus containing the excitation capacitor, batteries, and a load. The control strategy incorporates an advanced model- based SEIG loss minimization and fuzzy-logic WT optimization. The latter utilizes a hedge-algebra speed controller to ensure fast response with practically no overshoot in the whole WT operating range, which cannot be achieved with the conventional proportional-integral (PI) controller. Consequently, the WT optimization time step is shortened and its convergence accelerated. The proposed SEIG loss minimization is based on the corresponding mathematical model that accounts for magnetic saturation and variable stray load and iron losses. Simultaneous optimization of the WT and SEIG is enabled, which results in greater total energy output compared to the successive WT- SEIG optimization. The proposed control strategy is run in real-time using the DS1103 board (dSpace) with a 1.5 kW SEIG driven by an emulated WT. It is experimentally evaluated over a wide WT operating range and compared with several competing strategies involving successive optimization, PI speed control and/or less elaborate SEIG models.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA