• A two-dimensional numerical simulation was conducted. • We investigated the effect of varying the wind barrier opening size on wind flow. • We analyzed the vertical profile of wind velocity and turbulence kinetic energy in the domain considered. • We proposed the recommended wind barrier opening size for reduction of wind velocity and turbulence kinetic energy. The application of heliostats for solar power tower plants has increased in recent years. Most of the solar power tower plants installed are on flat terrain, and they may be subjected to wind loads. In the present study, a two-dimensional numerical simulation of turbulent high-speed wind flow around a heliostat field was analyzed and the wind barrier effect on the flow was investigated with use of the computational fluid dynamics commercial code COMSOL ( k - ε turbulence model). The calculation was performed for different configurations of wind barriers with opening sizes of 0 m, 0.2 m, 0.5 m, and 1 m, respectively, and four heliostat orientations in each case: 0°, 30°, 60°, and 90°. The results show that the use of wind barriers reduces wind velocity in a solar power tower plant. We found that wind barriers with small openings (0.2 m and 0.5 m) are effective in reducing wind speed below 10 m from the ground and create, at the same time, less turbulence kinetic energy than the other configurations (0 m and 1 m).