The invention provides a micro-grid intelligent operation optimization method and
system, and relates to the technical field of micro-grids, and the method comprises the steps: obtaining historical power generation power, historical power utilization power and historical energy
complementation power, and determining historical power utilization efficiency; training an
electric power prediction model; acquiring external condition parameters at the current moment, selecting a historical target moment, and further determining predicted power utilization power; and according to the predicted
electricity consumption power and the trained
electricity consumption power prediction model, determining predicted
electricity generation power and predicted energy
complementation power of the external
power grid, and based on the predicted
electricity generation power and the predicted energy
complementation power, controlling connection between the
electricity generation equipment and the external
power grid and connection between the micro-grid and the external
power grid. According to the invention, the relation between the
power consumption power of each
power consumption device and the
power consumption efficiency of the micro-grid can be determined, the historical target time is screened based on the external condition parameters, the predicted power consumption power is obtained, the prediction accuracy is improved, the generated power of the power generation device and the complementary energy power of the external power grid can be accurately planned, and the prediction efficiency is improved. And the overall power utilization efficiency of the micro-grid is improved.