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Optimal Priority Rule-Enhanced Deep Reinforcement Learning for Charging Scheduling in an Electric Vehicle Battery Swapping Station

IEEE Transactions on Smart Grid, 2023
For a battery swapping station (BSS) with solar generation, $N$ charging bays, and an inventory of $M$ batteries, we study the charging scheduling problem under random EV arrivals, renewable generation, and electricity prices.
Jiangliang Jin, Shuai Mao, Yunjian Xu
semanticscholar   +1 more source

Electric Vehicle Battery Swapping Station Design

Proceedings of the 2020 International Conference on Pattern Recognition and Intelligent Systems, 2020
The development of electric vehicles has been rapid in recent years and makes a significant contribution to saving energy [1]. However, relatively long charging times hinder further improvements. This design is based on the concept of 'battery swapping' rather than 'battery charging' and comprises three main aspects: underground battery storage; new ...
openaire   +1 more source

A Game-Based Battery Swapping Station Recommendation Approach for Electric Vehicles

IEEE transactions on intelligent transportation systems (Print), 2023
It is of great significance to develop a coordinated battery swapping station (BSS) recommendation method to reduce the cost of electric vehicles (EVs) and optimize the operation of BSS system.
Lili Ran   +5 more
semanticscholar   +1 more source

A Constrained Deep Reinforcement Learning Approach for Charging Scheduling of a Battery Swapping Station

IEEE transactions on intelligent transportation systems (Print)
Battery swapping station (BSS) can provide fast battery swapping and flexible battery charging in off-peak hours, it is thus beneficial for electric vehicles (EVs) and power grid in terms of battery life extension and power grid regulation. However, this
Xingqi Li   +6 more
semanticscholar   +1 more source

Optimal dispatch of electric vehicle batteries between battery swapping stations and charging stations

2016 IEEE Power and Energy Society General Meeting (PESGM), 2016
Along with the fast development of battery technologies and growing criticism on heavy air pollution caused by traditional automobiles, electric vehicles (EV) draw more attention in these years. The inconvenience of battery charging is the main barrier to the widespread use of EVs, and the EV battery-swapping technology is a promising method to assist ...
null Xian Zhang, Guibin Wang
openaire   +1 more source

Techno-Economic Feasibility and Optimal Design Approach of Grid-Connected Hybrid Power Generation Systems for Electric Vehicle Battery Swapping Station

Energies
Fossil fuel depletion, environmental concerns, and energy efficiency initiatives drive the rapid growth in the use of electric vehicles. However, lengthy battery charging times significantly hinder their widespread use.
Lumbumba Taty-Etienne Nyamayoka   +3 more
semanticscholar   +1 more source

Optimizing Highway Electric Vehicle Scheduling and Battery Swapping Station Management for Enhanced Renewable Energy Utilization

Electronics
The separation of battery charging and swapping processes enables highway operators to more flexibly manage the recharging of depleted batteries at battery swapping stations (BSSs), while also leveraging renewable energy (RE) resources to lower ...
Dawei Wang   +4 more
semanticscholar   +1 more source

Optimal selection of sustainable battery supplier for electric vehicle battery swapping station

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2023
The problems faced in the electric vehicle (EV) charging station like time consumption and limited space can be overcome by battery swapping station (BSS), which not only saves time but also reduces the range anxiety problem among the users of EV ...
Kushal Koirala, Shabbiruddin
semanticscholar   +1 more source

Risk-Aware Multi-Stage Stochastic Optimization for Battery Swapping Station Scheduling With Quality of Service Assurance

IEEE transactions on intelligent transportation systems (Print)
The battery swapping mode, due to its high energy replenishment efficiency for electric vehicles (EVs), has progressively seen widespread application.
Ruitian Han, Weiming Fu, Jiahu Qin
semanticscholar   +1 more source

Sustainable Operation of EV Battery Swapping Station with Q-Learning Considering Reneging

2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring)
Battery swapping is becoming a feasible method to tackle charging issues in the expanding Electric Vehicle (EV) markets, especially in areas such as India, where two-wheelers are prevalent and three-wheelers depend on prompt service periods.
Animesh Chattopadhyay, Subrat Kar
semanticscholar   +1 more source

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