“To ensure the stable operation of the power grid, it is necessary to accurately predict various loads in the comprehensive energy system. In response to the low prediction accuracy of current algorithms and the problem of coupling multiple loads, the research team has established a prediction system based on combined correlation coefficients, providing a new solution for comprehensive energy load prediction.”