The invention discloses a
data optimization method and device based on cubic spline interpolation, equipment and a medium, and relates to the technical field of
data processing, and the method comprises the steps: obtaining the original
pressure data of the surface of a wing model after a wind tunnel
pressure measurement test is completed, and generating a
pressure data matrix based on the original
pressure data; calculating a pressure coefficient of each pressure measuring point in the pressure
data matrix to obtain a pressure
coefficient matrix of all the pressure measuring points, and setting a corresponding
attack angle sequence to be interpolated for each pressure measuring point; performing
determinant interpolation on the pressure coefficients of the pressure measuring points in the pressure
coefficient matrix to the corresponding
attack angle sequence to be interpolated by using a cubic spline interpolation method so as to obtain pressure coefficient interpolation results of all the pressure measuring points of the wing model;
data optimization is performed on the wind tunnel
pressure measurement test by using the pressure coefficient interpolation result, so that the Runge phenomenon caused by a Lagrange high-order interpolation polynomial can be avoided, the problem of data oscillation at the edge of an interpolation interval is solved, the data
rounding precision is improved, and
technical support is provided for optimization of the wind tunnel
pressure measurement test.