The invention discloses a multi-element
energy storage collaborative distributed
energy system operation regulation and control method, and the method comprises the steps: considering an
optimal scheduling strategy of a power-energy type
electricity storage, heat storage,
cold storage and other technologies for cooperatively regulating and controlling a multi-
energy load curve, and constructing a generalized technical model of energy equipment and
system operation constraints; designing an
energy system operation data preprocessing mechanism and a weight determination model under a given historical window; an
energy system scheduling sequence of bipartite dynamic regression coordinated
electric heating unit operation is provided, and an economic
operation planning model is constructed; the model is applied to a historical window, optimal parameters of key regulation and control nodes are searched and determined through a
heuristic algorithm so as to guide future time window scheduling and complete scheduling
closed loop, and hyper-parameters of the method, such as historical and future window vision fields, time nodes and weights, are determined based on multiple scheduling
closed loop behaviors so as to
complete method closed loop. According to the method, a commercial
solver is not needed, the economic operation rule of the distributed
system is directly mined from historical operation, the method is used for determining the on-off and output plan of each device of the
system in a future
time sequence, and
engineering application is facilitated.