Special transformer multi-element load scene data processing method and device and computer equipment

The invention relates to a special transformer multi-element load scene data processing method and device, computer equipment, a storage medium and a computer program product. The method comprises the following steps: constructing a data matrix of special variable multi-element load scene data, firstly constructing a Hausdorff distance minimization objective function within a time scale of a row vector in the data matrix, and further constructing a day-ahead scene data matrix of the special variable multi-element load scene data under the time scale; and performing pre-clustering processing on a day-ahead scene in the day-ahead scene data matrix through an affinity propagation algorithm, constructing a separation scene matrix based on a scene clustering result of the pre-clustering processing, finally constructing a reduction scene matrix of a dimension corresponding to a scene category in the separation scene matrix, and determining a scene data reduction result based on the reduction scene matrix. According