Title :
Discrete-time MPC with constraints for variable speed wind turbines
Author :
Mateescu, R. ; Stefanoiu, Dan ; Christov, Nicolai
Author_Institution :
Comput. Sci. & Autom. Control Fac., Politeh. Univ. of Bucharest, Bucharest, Romania
Abstract :
This paper proposes a discrete-time predictive controller with constraints for variable speed horizontal wind turbines. The control strategy, implemented using discrete-time model predictive control (MPC) is optimized using a certain set of constrains applied to the control signal u(k). MPC provides an integrated solution for controlling systems with interacting variables, complex dynamics and constraints. The paper will show that with a small modification in the control signal, the degree of performance deterioration can be reduced if the constraints are incorporated in the implementation, leading to the idea of constrained control.
Keywords :
constraint theory; discrete time systems; predictive control; variable speed drives; wind turbines; constrained control; control signal; control strategy; degree of performance deterioration; discrete-time MPC; discrete-time model predictive control; variable speed horizontal wind turbines; Blades; Equations; Mathematical model; Predictive control; Vectors; Wind speed; Wind turbines; predictive control with constrains; wind turbine;
Conference_Titel :
Systems and Computer Science (ICSCS), 2013 2nd International Conference on
Conference_Location :
Villeneuve d´Ascq
Print_ISBN :
978-1-4799-2020-4
DOI :
10.1109/IcConSCS.2013.6632035