TY - GEN
T1 - Adaptive Model Predictive Control of DFIG-based Wind Farm
T2 - 21st IEEE Workshop on Control and Modeling for Power Electronics, COMPEL 2020
AU - Rafiee, Zahra
AU - Heydari, Rasool
AU - Rafiee, Mansour
AU - Aghamohammadi, Mohammad Reza
AU - Rodriguez, Jose
AU - Blaabjerg, Frede
N1 - Publisher Copyright:
© 2020 IEEE.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/11/9
Y1 - 2020/11/9
N2 - In this paper a new control strategy of doubly-fed induction generator based wind farms (DFIG-based WFs) is proposed. Since DFIG has an inherent nonlinear behaviour along with condition variantparameters, the system model cannot easily be extracted. Therefore, the conventional model predictive control (MPC) of DFIG-based WFs cannot perform accurately. In this paper a novel model-free adaptive MPC structure is presented to adaptively update the system model by utilizing model identification and auto-regressive moving average (AR-MAX) model, for each sampling time. Simulation results verify the performance of the proposed control structure of DFIG-based WFs compared to the conventional control strategies.
AB - In this paper a new control strategy of doubly-fed induction generator based wind farms (DFIG-based WFs) is proposed. Since DFIG has an inherent nonlinear behaviour along with condition variantparameters, the system model cannot easily be extracted. Therefore, the conventional model predictive control (MPC) of DFIG-based WFs cannot perform accurately. In this paper a novel model-free adaptive MPC structure is presented to adaptively update the system model by utilizing model identification and auto-regressive moving average (AR-MAX) model, for each sampling time. Simulation results verify the performance of the proposed control structure of DFIG-based WFs compared to the conventional control strategies.
KW - Adaptive model predictive control
KW - Auto-regressive-moving-average model (ARMAX)
KW - Doubly fed Induction Generator (DFIG)
UR - http://www.scopus.com/inward/record.url?scp=85098595415&partnerID=8YFLogxK
U2 - 10.1109/COMPEL49091.2020.9265865
DO - 10.1109/COMPEL49091.2020.9265865
M3 - Conference contribution
AN - SCOPUS:85098595415
T3 - 2020 IEEE 21st Workshop on Control and Modeling for Power Electronics, COMPEL 2020
BT - 2020 IEEE 21st Workshop on Control and Modeling for Power Electronics, COMPEL 2020
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 9 November 2020 through 12 November 2020
ER -