Bidirectional optimization method, device and equipment for wind and light load multi-stage typical scene and storage medium

The invention discloses a bidirectional optimization method, device and equipment for a wind and light load multi-stage typical scene, and a storage medium, and belongs to the technical field of power systems, and the method comprises the steps: generating a wind-solar load output sample set; generating an intra-stage typical day scene; generating a multi-stage typical scene set containing more time scenes; constructing a scene feature vector; generating an association degree matrix; performing scene reduction on the multi-stage typical scene set by adopting an optimal reduction algorithm based on the correlation degree matrix until the number of residual scenes in the multi-stage typical scene set reaches a preset value, and obtaining inter-stage typical scenes; and generating an optimized multi-stage typical scene set according to the inter-stage typical scene. According to the method, device and equipment, the problem that the practicability of a single scene is limited can be solved from the multi-dimensi