Robust EV Scheduling in Charging Stations Under Uncertain Demands and Deadlines

To enable widespread use of electric vehicles (EVs), large-scale public charging stations with fast chargers are being planned in places such as shopping malls and office car parks. Operators of public charging stations need to utilize EV scheduling algorithms that can satisfy charging demands with...

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Vydáno v:	IEEE transactions on intelligent transportation systems Ročník 25; číslo 12; s. 21484 - 21499
Hlavní autoři:	Sone, Su Pyae, Lehtomaki, Janne J., Khan, Zaheer, Umebayashi, Kenta, Kim, Kwang Soon
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	IEEE 01.12.2024
Témata:	Data models Deep learning Electric vehicle charging EV arrivals prediction EV scheduling algorithm Fast charging Hospitals optimizing EV operations with uncertainty Prediction algorithms prediction uncertainty predictive modeling for EV charging stations Predictive models Scheduling Scheduling algorithms Synthetic data time series forecasting Uncertainty uncertainty-aware forecasting
ISSN:	1524-9050, 1558-0016
On-line přístup:	Získat plný text
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