“…- Step 2 : The ratio of the wind power that can be supplied and used is estimated according to the load and the ratio of the wind power stored in the ESS. In the simulation process, the surplus wind generation SG w k [MW] and the obligation output ratio can be either ( + ) or ( − ) [1, 18, 19] where SG w k is the surplus generation of the WTG at the k th state [MW]; SG c k is the surplus generation of the CG at the k th state [MW], TG w i,k is the total capacity of the i th WTG at the k th state [MW], TG c i,k is the total capacity of the i th CG at the k th state [MW], X i % is the percentage of a wind power dispatch restriction to power load of the i th WTG [pu], L k is the load at the k th state [MW].
- It is assumed that if SG w k is positive ( + ), the WTG cannot exceed X i % × L k to supply to the load. If SG c k is negative ( − ), the ESS should be discharged so that even if there is excess output, it shall not charge the ESS.
- ES i,k [MWh] represents the energy stored in the ESS, the energy variation of the ESS, and the discharge energy TG D i,k [MWh] of the ESS time series, which can be obtained using (12)–(14), respectively
…”