Title :
Modeling of the flow in wind farms for total power optimization
Author :
Torres, Patricio ; Van Wingerden, Jan-Willem ; Verhaegen, Michel
Author_Institution :
Delft Center for Syst. & Control (DCSC), Delft Univ. of Technol., Delft, Netherlands
Abstract :
In this work, the concept of total power optimization for wind farms under wake interaction is presented. A dedicated Computational Fluid Dynamic (CFD) model of the wind based on the numerical solution of the 2D Navier-Stokes equations is implemented in an efficient way by exploiting the sparsity of the involved matrices. Thus, the total power optimization over the farm is performed by incorporating the velocity field obtained from the CFD model. Finally, we show how the total power can be increased in a 2.26% with respect to the conventional optimal operation.
Keywords :
Navier-Stokes equations; computational fluid dynamics; numerical analysis; optimisation; wind power plants; 2D Navier-Stokes equations; CFD model; computational fluid dynamic model; flow modeling; numerical solution; total power optimization; wake interaction; wind farms; Actuators; Equations; Force; Mathematical model; Optimization; Rotors; Turbines; Navier-Stokes equation; Wind farm; power optimization; sparsity; wakes; wind modeling;
Conference_Titel :
Control and Automation (ICCA), 2011 9th IEEE International Conference on
Conference_Location :
Santiago
Print_ISBN :
978-1-4577-1475-7
DOI :
10.1109/ICCA.2011.6137984