Photovoltaic output typical scene acquisition method and device, equipment and storage medium

The invention discloses a photovoltaic output typical scene acquisition method and device, equipment and a storage medium. The method comprises the following steps: acquiring a pre-trained generative adversarial network based on a mutual information maximization principle, and acquiring meteorological characteristic data at a photovoltaic area to be accessed; inputting the meteorological characteristic data into a generator of the generative adversarial network based on the mutual information maximization principle, and obtaining a candidate photovoltaic output scene set; and reducing the candidate photovoltaic output scene set by combining a convolution automatic encoder with embedded clustering, and obtaining a photovoltaic output typical scene matched with the photovoltaic area to be accessed. The technical scheme of the invention provides the method for acquiring the typical scene of photovoltaic output, and the safety and stability of the operation of a traditional power grid after the photovoltaic power