Generation power typical scene extraction method and device, equipment and storage medium

The invention relates to a generation power typical scene extraction method and device, equipment and a storage medium. The method comprises the following steps: acquiring historical wind power, historical photovoltaic power and historical hydroelectric power in a target area; performing combined dimension reduction processing and clustering processing on the historical wind power, the historical photovoltaic power and the historical hydroelectric power by using a preset network to obtain a clustering cluster corresponding to a target clustering number in the target area; and determining a generation power typical scene of the target area based on the cluster center generation power of each cluster and other generation power except the cluster center generation power. Through the above mode, the three historical power data of wind, light and water can be processed, the labor cost is reduced, the unified preset network is adopted to perform joint dimension reduction processing and clustering processing on the