In order to improve the economy and carbon emission reduction capacity of integrated energy system

an operation optimization model of integrated energy system considering the coupling relationship between carbon emission flow and energy flow is proposed. Firstly

considering the dynamic characteristics of the integrated energy system

a coupling model of emission flow and energy flow of the integrated energy system is proposed. Secondly

aiming at the lowest operating cost and carbon emission reduction cost of the integrated energy system

a coordinated optimization model of the integrated energy system considering the improvement of carbon emission reduction capacity is established. Then

the optimistic exploration strategy is used to improve the traditional SAC algorithm

and the OAC algorithm is used to train and solve the coordinated optimization model of the integrated energy system offline and online. Finally

a simulation example is given to verify that the coordinated optimization model of integrated energy system considering the improvement of carbon emission reduction capacity proposed in this paper can effectively improve the economy and carbon emission reduction capacity of integrated energy system compared with the traditional scheduling model.