Secondly, to minimize the investment and annual operational and maintenance costs of the photovoltaic–energy storage system, an optimal capacity allocation model for photovoltaic and storage is established, which serves as the foundation for the two-layer operation optimization model.
Table 5 illustrates that the surplus electricity generated by a PV system without energy storage can only be sold online, which is an economically inefficient strategy, and at this time the annual most comprehensive cost is $4380.33. Two types of energy storage batteries are available for users of the PV–energy storage system.
And the installed capacity of photovoltaic and energy storage is derived from the capacity allocation model and utilized as the fundamental parameter in the operation optimization model.
The optimization objective is to maximize the annual revenue. The optimization interval is 1 hour, with a total of 8760 hours in a year. The results of the annual optimization of the PV–storage system are employed as the operating constraints and references for the daily rolling optimization.
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