Power prediction optimization method based on energy storage and assessment standards

The invention discloses a power prediction optimization method based on energy storage and assessment standards, and belongs to the technical field of wind power generation and power prediction. Comprises: acquiring related data; processing the acquired data; training a power prediction model; performing future power prediction through the trained power prediction model to obtain power PfK at a future k moment; establishing a power prediction correction model based on grid-connected operation management implementation rules of the power grid and the energy storage system regulation capability; on the basis of the expected accuracy rate, the deviation of each time period tends to be equal by means of the adjusting capability of the energy storage system; and taking the predicted value PfK as actual average power PMK, and performing correction based on a power prediction correction model to obtain a final power predicted value PPK. According to the method, the power prediction deviation is corrected, the confor