With the advancement of the“carbon peaking”and“carbon neutrality”objectives,concerns regarding carbon emissions in energy system dispatching have attracted much attention.The integration of electricity and gas sys...With the advancement of the“carbon peaking”and“carbon neutrality”objectives,concerns regarding carbon emissions in energy system dispatching have attracted much attention.The integration of electricity and gas systems(IEGS),with carbon capture power plants and power-to-gas(CCPP-P2G)facilities can facilitate flexible dispatching of multiple energy sources.This integration is conducive to the low-carbon and economically efficient operation of IEGS.Current research did not comprehensively consider the emission mitigation responsibility of the source-demand side.A bi-layer decentralized lowcarbon optimal dispatching model on both source and demand sides is proposed in this paper.On the demand side,the carbon emissions and carbon caps are allocated based on marginal carbon intensity.Then a low-carbon demand response mechanism considering step-based carbon price is established to explore the low-carbon potentials of electrical and natural gas loads.An optimal dispatching model,incorporating carbon emission constraints,is formulated on the source side through the analysis of the operational characteristics of CCPP-P2G.Furthermore,the decentralized Alternating Direction Method of Multipliers(ADMM)algorithm is employed to solve the bi-layer optimal model while protecting the data privacy of both IEGS operators and users.Case studies validate the environmental and economic benefits of the proposed low-carbon dispatching model.展开更多
基金supported by the National Natural Science Foundation of China under grant 52177073.
文摘With the advancement of the“carbon peaking”and“carbon neutrality”objectives,concerns regarding carbon emissions in energy system dispatching have attracted much attention.The integration of electricity and gas systems(IEGS),with carbon capture power plants and power-to-gas(CCPP-P2G)facilities can facilitate flexible dispatching of multiple energy sources.This integration is conducive to the low-carbon and economically efficient operation of IEGS.Current research did not comprehensively consider the emission mitigation responsibility of the source-demand side.A bi-layer decentralized lowcarbon optimal dispatching model on both source and demand sides is proposed in this paper.On the demand side,the carbon emissions and carbon caps are allocated based on marginal carbon intensity.Then a low-carbon demand response mechanism considering step-based carbon price is established to explore the low-carbon potentials of electrical and natural gas loads.An optimal dispatching model,incorporating carbon emission constraints,is formulated on the source side through the analysis of the operational characteristics of CCPP-P2G.Furthermore,the decentralized Alternating Direction Method of Multipliers(ADMM)algorithm is employed to solve the bi-layer optimal model while protecting the data privacy of both IEGS operators and users.Case studies validate the environmental and economic benefits of the proposed low-carbon dispatching model.
