Optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor

Electric vehicles (EVs) present a promising solution to mitigate emissions from the transportation system, while battery swapping technology is proven to be an EV refuelling mode that acquires a much shorter recharge time compared with plug-in charging. This thesis addresses the morning commut...

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Main Author: Xie, Zhaoqing
Other Authors: Wang Zhiwei
Format: Thesis-Master by Research
Language:English
Published: Nanyang Technological University 2025
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Online Access:https://hdl.handle.net/10356/182350
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1823502025-01-24T15:36:27Z Optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor Xie, Zhaoqing Wang Zhiwei School of Civil and Environmental Engineering WangZhiwei@ntu.edu.sg Engineering Electric vehicle Battery swapping station Optimization Electric vehicles (EVs) present a promising solution to mitigate emissions from the transportation system, while battery swapping technology is proven to be an EV refuelling mode that acquires a much shorter recharge time compared with plug-in charging. This thesis addresses the morning commuter problem within an EV corridor equipped with a battery swapping station. EV travellers are categorized by their travel mode: driving through the corridor, driving with one-time battery swapping, and taking the transit line. We model this scenario using a Y-shaped bottleneck congestion framework, treating the swapping station as an upstream bottleneck. This study identifies how bottleneck capacity and demand ratios influence the commuter travel patterns at departure time equilibrium, classifying these patterns into two main scenarios and five subcases, each with corresponding commuter cost functions. Using these cost functions, we develop two optimization models aimed at 1) determining the optimal service prices of battery swapping operations and 2) jointly optimizing the capacity and service price of the battery swapping station. Numerical experiments validate the proposed operation pricing and investment strategies, ensuring the optimal performance and profitability of the battery swapping station. Master's degree 2025-01-24T01:22:21Z 2025-01-24T01:22:21Z 2024 Thesis-Master by Research Xie, Z. (2024). Optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/182350 https://hdl.handle.net/10356/182350 en This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering
Electric vehicle
Battery swapping station
Optimization
spellingShingle Engineering
Electric vehicle
Battery swapping station
Optimization
Xie, Zhaoqing
Optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor
description Electric vehicles (EVs) present a promising solution to mitigate emissions from the transportation system, while battery swapping technology is proven to be an EV refuelling mode that acquires a much shorter recharge time compared with plug-in charging. This thesis addresses the morning commuter problem within an EV corridor equipped with a battery swapping station. EV travellers are categorized by their travel mode: driving through the corridor, driving with one-time battery swapping, and taking the transit line. We model this scenario using a Y-shaped bottleneck congestion framework, treating the swapping station as an upstream bottleneck. This study identifies how bottleneck capacity and demand ratios influence the commuter travel patterns at departure time equilibrium, classifying these patterns into two main scenarios and five subcases, each with corresponding commuter cost functions. Using these cost functions, we develop two optimization models aimed at 1) determining the optimal service prices of battery swapping operations and 2) jointly optimizing the capacity and service price of the battery swapping station. Numerical experiments validate the proposed operation pricing and investment strategies, ensuring the optimal performance and profitability of the battery swapping station.
author2 Wang Zhiwei
author_facet Wang Zhiwei
Xie, Zhaoqing
format Thesis-Master by Research
author Xie, Zhaoqing
author_sort Xie, Zhaoqing
title Optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor
title_short Optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor
title_full Optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor
title_fullStr Optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor
title_full_unstemmed Optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor
title_sort optimal planning and operation strategies of a battery swapping station in an electric vehicle corridor
publisher Nanyang Technological University
publishDate 2025
url https://hdl.handle.net/10356/182350
_version_ 1823108732076163072