Charging demand is generated from 1 to 25 MW at each time within one day, which is 0.38% of the total load at average. Among them, private charging piles contribute 59% of the total demand, employee-shared piles account for 10%, and public ones account for 31%. Figure 5. Charging load curves of different types of charging piles. Figure 6.
When the number of EVs increases by 300 %, the optimal number of charging piles for the PV-ES-CS near hospitals increases significantly from 5 to 40. However, the optimal number of charging piles for the PV-ES-CS near office buildings does not increase from 5.
The data of charging piles include the charging pile code, location, user’s code, start time, end time, charging capacity, etc. 2.2. Research Framework
Promoting the adoption of private charging piles will hardly affect the accumulated charging power but will transfer the charging load from public piles to private ones. Due to the different load profiles of the two charging piles, the charging peak will be weakened by day but enhanced at night.
charging piles for private use (Column 4). That means that su ffi cient public charging piles are helpful the public charging piles were built up for specific users. T able 3. Regression results: number of two types of public charging piles and EV sales. Notes: coe fficients are reported based on two-way fixed effect panel regression.
Some conclusions can be drawn. (1) The charging load profiles of different types of charging piles show different temporal characteristics. That of private piles is widely distributed with a gentle slope and a long peak in the evening, while that of public piles has two peaks, during working hours and before midnight.
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The study considers five key performance and usage parameters for energy storage: (1) round-trip efficiency, (2) component life span, (3) source of electricity for charging the store, (4) end …
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When the number of EVs increases by 300 %, the optimal number of charging piles for the PV-ES-CS near hospitals increases significantly from 5 to 40. However, the …
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