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To determine the optimal locations for electric vehicle charging stations, optimisation models need to predict which charging stations users will select. We estimate discrete choice models to predict the usage of charging stations using…

最优化与控制 · 数学 2025-11-06 Steven Lamontagne , Margarida Carvalho , Emma Frejinger , Ribal Atallah

The availability of charging infrastructure is essential for large-scale adoption of electric vehicles (EV). Charging patterns and the utilization of infrastructure have consequences not only for the energy demand, loading local power grids…

This paper addresses the critical challenge of optimizing electric vehicle charging station placement through a novel data-driven methodology employing causal discovery techniques. While traditional approaches prioritize economic factors or…

机器学习 · 计算机科学 2025-03-24 Julius Stephan Junker , Rong Hu , Ziyue Li , Wolfgang Ketter

This paper studies the problem of multi-stage placement of electric vehicle (EV) charging stations with incremental EV penetration rates. A nested logit model is employed to analyze the charging preference of the individual consumer (EV…

信号处理 · 电气工程与系统科学 2018-01-09 Chao Luo , Yih-Fang Huang , Vijay Gupta

Electric vehicles (EVs) have been gaining popularity due to their environmental friendliness and efficiency. EV charging station networks are scalable solutions for supporting increasing numbers of EVs within modern electric grid…

机器学习 · 计算机科学 2018-04-04 Anshul Ramachandran , Ashwin Balakrishna , Peter Kundzicz , Anirudh Neti

The widespread diffusion of electric mobility requires a contextual expansion of the charging infrastructure. An extended collection and processing of information regarding charging of electric vehicles may turn each electric vehicle…

机器学习 · 计算机科学 2021-04-27 Francesca Soldan , Enea Bionda , Giuseppe Mauri , Silvia Celaschi

This paper presents a multi-stage approach to the placement of charging stations under the scenarios of different electric vehicle (EV) penetration rates. The EV charging market is modeled as the oligopoly. A consumer behavior based…

信号处理 · 电气工程与系统科学 2018-01-10 Chao Luo , Yih-Fang Huang , Vijay Gupta

The shift towards electric vehicles (EVs) is crucial for establishing sustainable and low-emission urban transportation systems. However, the success of this transition depends on the strategic placement of the charging infrastructure. This…

系统与控制 · 电气工程与系统科学 2025-08-11 Tony Kinchen , Panagiotis Typaldos , Andreas A. Malikopoulos

Electric and hybrid vehicles play an increasing role in the road transport networks. Despite their advantages, they have a relatively limited cruising range in comparison to traditional diesel/petrol vehicles, and require significant…

离散数学 · 计算机科学 2017-10-04 Padraig Corcoran , Andrei Gagarin

As an important supporting facility for electric vehicles, the reasonable planning and layout of charging stations are of great significance to the development of electric vehicles. However, the planning and layout of charging stations is…

系统与控制 · 电气工程与系统科学 2022-08-30 Limeng Wang , Chao Yang , Yi Zhang , Fanjin Bu

With the growing electric vehicles (EVs) charging demand, urban planners face the challenges of providing charging infrastructure at optimal locations. For example, range anxiety during long-distance travel and the inadequate distribution…

人工智能 · 计算机科学 2025-04-21 Lihuan Li , Du Yin , Hao Xue , David Lillo-Trynes , Flora Salim

Public charging infrastructure plays a crucial role in the context of electrifying the private mobility sector in particular for urban regions. Against this background, we develop a new mathematical model for the optimal placement of public…

最优化与控制 · 数学 2022-12-13 Stefan Kober , Maximilian Schiffer , Stephan Sorgatz , Stefan Weltge

The mass adoption of plug-in electric vehicles (PEVs) requires the deployment of public charging stations. Such facilities are expected to employ distributed generation and storage units to reduce the stress on the grid and boost…

最优化与控制 · 数学 2016-11-15 Islam Safak Bayram , Vahraz Zamani , Ryan Hanna , Jan Kleissl

The transport sector is a major contributor to greenhouse gas emissions in Europe. Shifting to electric vehicles (EVs) powered by a low-carbon energy mix would reduce carbon emissions. However, to support the development of electric…

Electric vehicles (EVs) charging infrastructure is directly related to the overall EV user experience and thus impacts the widespread adoption of EVs. Understanding key factors that affect EV users' charging experience is essential for…

人机交互 · 计算机科学 2025-07-08 Zifei Wang , Emmanuel Abolarin , Kai Wu , Venkatarao Rebba , Jian Hu , Zhen Hu , Shan Bao , Feng Zhou

To enhance environmental sustainability, many countries will electrify their transportation systems in their future smart city plans. So the number of electric vehicles (EVs) running in a city will grow significantly. There are many ways to…

系统与控制 · 计算机科学 2014-11-04 Albert Y. S. Lam , Yiu-Wing Leung , Xiaowen Chu

In this study, we utilize data from over 28,000 public charging stations (PCSs) and 5.5 million points of interest across twenty U.S. metropolitan areas to underscore the importance of considering the availability of opportunities when…

物理与社会 · 物理学 2024-02-16 Hossein Gazmeh , Yuntao Guo , Xinwu Qian

The race for road electrification has started, and convincing drivers to switch from fuel-powered vehicles to electric vehicles requires robust Electric Vehicle (EV) charging infrastructure. This article proposes an innovative EV charging…

系统与控制 · 电气工程与系统科学 2022-06-23 Victor Radermecker , Lieselot Vanhaverbeke

Charging electric vehicles (EVs) with renewable energy can lessen their environmental impact. However, the fluctuating availability of renewable energy affects the sustainability of public EV charging stations. Nearby public charging…

As demand for electric vehicles (EVs) is expanding, meeting the need for charging infrastructure, especially in urban areas, has become a critical issue. One method of adding charging stations is to install them at parking spots. This…

计算机科学与博弈论 · 计算机科学 2019-04-23 Brendan Badia , Randall Berry , Ermin Wei
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