Title :
Robust Predictive Control of a variable speed wind turbine using the LMI formalism
Author :
Bououden, S. ; Chadli, M. ; Karimi, Hamid Reza
Author_Institution :
Fac. of Sci. & Technol., Univ. of Abbes Laghrour Khechela, Khechela, Algeria
Abstract :
This paper proposes a Robust Fuzzy Multivariable Model Predictive Controller (RFMMPC) using Linear Matrix Inequalities (LMIs) formulation. The main idea is to solve at each time instant, an LMI optimization problem that incorporates input, output and Constrained Receding Horizon Predictive Control (CRHPC) constraints, and plant uncertainties, and guarantees certain robustness properties. The RFMMPC is easily designed by solving a convex optimization problem subject to LMI conditions. Then, the derived RFMMPC applied to a variable wind turbine with blade pitch and generator torque as two control inputs. The effectiveness of the proposed design is shown by simulation results.
Keywords :
control system synthesis; convex programming; fuzzy control; linear matrix inequalities; multivariable control systems; power generation control; predictive control; robust control; uncertain systems; wind turbines; CRHPC constraints; LMI formalism; RFMMPC; blade pitch; constrained receding horizon predictive control; control inputs; convex optimization problem; generator torque; linear matrix inequalities formulation; plant uncertainties; robust fuzzy multivariable model predictive controller; variable speed wind turbine; Blades; Equations; Generators; Mathematical model; Software; Stability analysis; LMIs formalism; T-S fuzzy model; predictive control; quadratic program;
Conference_Titel :
Control Conference (ECC), 2014 European
Conference_Location :
Strasbourg
Print_ISBN :
978-3-9524269-1-3
DOI :
10.1109/ECC.2014.6862277