Abstract: Under the background of low-carbon power and smart grid,considering the existing dilemma of wind power consumption,based on the Green Power Certificate and carbon emission trading system, at the same time introducing the response model of the demand side high capacity energy enterprise load,and taking the economic benefit of the virtual power plant as the optimization objective function,a“source-load”dual-side complementary coordinated optimal dispatch model is established. And then,the regional power grid of a province is substituted into the model constructed in this paper for simulation. Finally, the model is solved using advanced adaptive immune vaccine algorithm. The results show that the established model taking into account green certificate trading and carbon trading is beneficial to improve wind power utilization and reduce carbon emission per unit of electricity generation.