Aggregator bidding method, device and equipment based on new energy uncertainty and demand response and storage medium

The invention discloses an aggregator bidding method and device based on new energy uncertainty and demand response, equipment and a storage medium. The aggregator bidding method adopted by the invention comprises the following steps: establishing a new energy output scene and an electricity price scene by using Monte Carlo and K-Means clustering methods; establishing output models of various resources, and formulating corresponding constraint conditions; establishing a conditional risk management and control model, and utilizing the conditional risk value to balance the profit and risk of the conditional risk management and control model; establishing a day-ahead electricity market model in which the aggregator participates, and establishing a real-time electricity market model in which the aggregator participates; and processing the nonlinear constraint of the real-time electricity market model by adopting a large M method, converting the nonlinear constraint into a mixed integer model, and solving the mixe