The application discloses a kind of charging
pile cluster collaborative scheduling methods and systems for
power grid interaction, method includes: by edge collection terminal real-time acquisition charging
pile cluster's
power demand data and
power grid side's time-of-use
electricity price, regional load and carbon intensity
signal, and using long short-
term memory network predicts future preset time period's power supply and demand situation;Based on power supply and demand situation, construct the space-time
coupling feature matrix of charging
pile cluster;Utilize distributed optimization
algorithm to solve space-time
coupling feature matrix, generate cluster collaborative scheduling strategy with
power grid peak valley smooth and minimum carbon emission as target;According to cluster collaborative scheduling strategy, dynamically allocate the real-time power adjustment instruction of each charging pile, and based on
blockchain consensus mechanism, verify instruction execution compliance.Utilize the embodiment of the application, can realize the accurate, credible
collaborative interaction of charging pile cluster and power grid dynamic supply and demand, improve the economy and low carbon of power grid operation.