The invention discloses a
natural ventilation cooling tower thermal performance collaborative optimization method, which comprises the following steps of carrying out performance test on
natural ventilation cooling tower filler to obtain performance parameters of a
natural ventilation cooling tower, establishing a model based on the performance parameters of the natural ventilation cooling
tower, and carrying out collaborative optimization on the thermal performance of the natural ventilation cooling
tower. Extracting filler arrangement form parameters and water distribution structure parameters of the natural draft cooling
tower, obtaining optimal uniformity sample points of the parameters by using an optimization
algorithm and experimental design, obtaining the tower outlet
water temperature of the natural draft cooling tower at the optimal uniformity sample points through CFD calculation, constructing a radial basis agent model based on data obtained through CFD calculation, and calculating the tower outlet
water temperature of the natural draft cooling tower according to the radial basis agent model. And an optimization
algorithm is used for carrying out optimization solution on the radial basis agent model, and filler arrangement form parameters and water distribution structure parameters corresponding to the lowest tower outlet
water temperature of the natural ventilation cooling tower are obtained. By obtaining the
optimal design of the filler arrangement and the water distribution structure, the outlet water temperature of the natural ventilation cooling tower is reduced to the maximum extent, and the purposes of
energy conservation and consumption reduction of a thermal power
generating unit are achieved.