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The charging demand of the EVCS is estimated considering real drive data.
Modeling PEV travel and charging behavior is the key to estimate the charging demand and further explore the potential of providing grid services.
Unlike previous work considering surveys based on internal combustion engine-based vehicle data (e.g., National Household Travel Survey (NHTS)) are used in estimating the charging demand of PEVs, this work considers actual PEVs charging data based on the 2015 Canadian Plug-in EleCanadian Plug-inrvey (Canadian Plug-in
The mathematical expression of the charging demand at time l for an individual EV battery is given as [15].
For CS2, although the battery SOC level deviates from the initial, the charging demand can be achieved before departure.
One Doubly Fed Induction Generator (DFIG) with 1.5 MW capacity is newly installed to meet the charging demand of EVs.
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One goal is to spread out the charging demands of thousands of cars on the grid, so as to avoid overload.
Robert Green, a computer scientist at Bowling Green State University who studies electric cars and power system reliability, points out that we must consider how the charging demands of more electric cars will affect the power grid.
As a result, the charging demands of PEVs are optimally scheduled temporally and spatially, which can improve the DG utilization efficiency as well as reduce the charging cost under real-time pricing (RTP).
Since the optimal location and sizing of charging stations could minimize the total costs of charging stations while satisfying the charging demands of EVs and supporting the optimal distribution network expansion planning, it could be one of the most important research topics to be studied in depth for the EI.
On the contrary, the normal charging demand is interruptible, which can be shifted over time, but the charging place is totally fixed.
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