DocumentCode
188953
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
fYear
2014
fDate
24-27 June 2014
Firstpage
820
Lastpage
825
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 2014 European
Conference_Location
Strasbourg
Print_ISBN
978-3-9524269-1-3
Type
conf
DOI
10.1109/ECC.2014.6862277
Filename
6862277
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