Nevertheless, the different characteristics and varying support capabilities of multiple ESSs can result in complex calculations and difficult converging, preventing the comprehensive exploitation of their flexibility. In contrast, clustered energy storage stations exhibit significant potential for flexibility and regulation.
To balance accurate evaluation and efficient calculation of the aggregated flexibility, a two-stage evaluation of aggregated flexibility in clustered energy storage stations for meeting peak requirements is proposed. The method has two stages: day-ahead pre-evaluation and intraday rolling evaluation.
From the perspective of the clustered energy storage stations, during the intraday peak regulation stage, once the dispatch signal is received at moment t, the stations will respond and minimize the total deviation, i.e., determine the charging and discharging strategy of each ESS at the current moment.
In contrast, clustered energy storage stations exhibit significant potential for flexibility and regulation. Consequently, it is necessary to select ESSs with similar operational characteristics to form clustered energy storage stations with different support capabilities.
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