A dielectric barrier discharge plasma actuator (PA) was applied to reduce trailing edge noise and vortices emitted from a NACA0012 airfoil model. The PA in length of 1 m was installed at 60 % of the chord length on the pressure side of the model. The velocity field around the trailing edge of the model was measured via 2D-PIV at the uniform flow velocity of 15, 30, and 40 m/s. The Reynolds numbers based on the code length of the model for the three cases were 2.0x10 5 , 4.0x10 5 , and 5.4x10 5 , respectively. When the PA was off, the measured velocity and the result of the proper orthogonal decomposition showed that the strong vortices were periodically emitted from the trailing edge of the model at the uniform flow velocity of 15 m/s. These trailing vortices were dramatically reduced by the PA. As the uniform flow velocity increased, the trailing edge vortices decreased. As the result, the effect of the PA was decreased as the uniform flow velocity increased.