Highlights Renewable energy supply provide more reliable units in the power grid. Parallel V2G storage and battery storage supports the power grid. Simultaneous usage of battery storage and V2G battery storage. Least cost combination of renewable energy supply. Wind, solar, and storage meet demand for 99.9% of hours of load. [pdf]
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Legend Power Flow Information Flow Control Flow Grid (input) Pg(t) Control PV PS(t) Pdir(t) PL(t) Load (output) (input) Pch(t) Eb(t) Pdis(t). .
In addition, Pc(t) and Pdir(t) cannot exceed the input power of the system, therefore .
where EESD(t) is the energy content of the ESD at the beginning of interval t. MD and MC are interpreted as fractions of the total capacity. The ESD loses a fraction of charging/discharging power due to energy conversion losses,. .
Fig. 1: System model the grid, the ESD to be charged from it, and for power to be sold to it, (d) a control component that operates the system in real time. A Lithium-ion ESD has desirable properties such as low. .
where B is the capacity of the ESD. In order to prolong the lifetime of the ESD, maximum discharge and charge limits MD and MC are enforced: [pdf]
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