The invention discloses a meteorological prediction model generation method, a meteorological prediction model generation device, a meteorological prediction model generation system and electronic equipment. The meteorological prediction model is generated by using historical observation pictures, historical standard meteorological pictures, historical standard meteorological information and the like acquired by acquisition equipment on a power tower. The historical observation pictures are utilized, and the influence of information such as observation time and geographic position on meteorological information is comprehensively considered, so that the generated meteorological prediction model has relatively high accuracy; moreover, the meteorological prediction model is trained by using aneural network method, so that the generation period of the meteorological information prediction model is shortened, the interference of human factors is avoided, and the accuracy of the meteorological prediction model is improved. Besides, an existing electric power tower is used as a carrier of the collection equipment, so that the cost is reduced, and the utilization rate of the electric power tower is improved.