A Dynamic Optimal Battery Swapping Mechanism for Electric Vehicles using an LSTM-based Rolling Horizon Approach

A Dynamic Optimal Battery Swapping Mechanism for Electric Vehicles using an LSTM-based Rolling Horizon Approach

This paper proposes a new approach for optimal operation of an Electric Vehicle (EV) battery-swapping station (BSS) based on Rolling-Horizon optimization (RHO). The BSS has several swapping bays such that each can accommodate an EV for swapping single or multiple battery units. The proposed BSS mode...

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Bibliographic Details
Main Author: Shalaby, Ahmed Ayman Ahmed (author)
Other Authors: Shaaban, Mostafa (author), Mokhtar, Mohamed (author), Zeineldin, H. H. (author), El-Saadany, Ehab (author)
Format: article
Published: 2022
Subjects:
Battery swapping stations
Battery to grid
EV charging stations
Electric vehicles
LSTM
MILP
Rolling-horizon optimization
Online Access:http://hdl.handle.net/11073/21625
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http://hdl.handle.net/11073/21625

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