Based on this, a planning model of industrial and commercial user-side energy storage considering uncertainty and multi-market joint operation is proposed. Firstly, the total cost of the user-side energy storage system in the whole life cycle is taken as the upper-layer objective function, including investment cost, operation, and maintenance cost.
When planning the industrial and commercial user-side energy storage (ICUS-ES) system, it is necessary to comprehensively consider the economy and environment of the system. Thus, it can ensure that the planning results of industrial and commercial user-side energy storage are more in line with the actual situation.
For the planning of the energy storage system on the user side, the main problems are: Li D et al. [ 9] consider the annual comprehensive cost of installing the energy storage system and the daily electricity charge of users and establish a two-level optimization model.
In the industrial and commercial user-side energy storage planning and operation simulation, the analysis will be based on the IEEE 30-node system, as shown in Figure 1. The electrical load on the industrial and commercial user side will also change with time. User load can be divided according to seasonal changes.
As electricity demand rises in the market, commercial and industrial energy storage may become an important means of realizing emergency power backup and reducing energy expenditure. The integrated photovoltaic and solar industrial and commercial energy storage system can shave peak load through PV installations.
However, industrial and commercial users consume a large amount of electricity and have high requirements for energy quality; therefore, it is necessary to configure distributed energy storage. Based on this, a planning model of industrial and commercial user-side energy storage considering uncertainty and multi-market joint operation is proposed.
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