Abstract: The fluctuation of renewable energy generation output has brought many challenges to power system operation, which also directly affects its consumption. In this paper, a market-oriented consumption model considering "shared energy storage and demand side resources" to jointly track renewable energy generation curve is proposed, the whole process steps for users to participate in the transaction are sorted out, and a mixed integer linear programming model is established with the objective function of maximizing the net income of users. The example shows that the model is superior to the mode only considering the "shared energy storage" and the demand response mode under TOU price. The joint tracking mode can enhance the user's ability to absorb renewable energy power by using its own demand side resources and shared energy storage equipment, providing an idea for further exploration of the integration of source, network, load and storage.