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An accurate understanding of "when, where and why" of charging activities is crucial for the optimal planning and operation of E-shared mobility services. In this study, we leverage a unique trajectory of a city-wide fully electrified taxi…

物理与社会 · 物理学 2023-01-18 Tian Lei , Shuocheng Guo , Xinwu Qian , Lei Gong

This paper is devoted to proposing a data-driven approach for electrifying the urban taxi fleet. Specifically, based on the gathered real-time vehicle trajectory data of 39053 taxis in Beijing, we conduct time-series simulations to derive…

最优化与控制 · 数学 2017-12-20 Yikang Li , Huimiao Chen , Yanni Yang , Ziyang Guo , Fang He

In the last decade, the development of electric taxis has motivated rapidly growing research interest in efficiently allocating electric charging stations in the academic literature. To address the driving pattern of electric taxis, we…

系统与控制 · 计算机科学 2017-12-05 Yinghao Jia , Yide Zhao , Ziyang Guo , Yu Xin , Huimiao Chen

Electric vehicles (EVs) are being actively adopted as a solution to sustainable transportation. However, a bottleneck remains with charging, where two of the main problems are the long charging time and the range anxiety of EV drivers. In…

应用统计 · 统计学 2022-06-07 Duc Minh Nguyen , Mustafa A. Kishk , Mohamed-Slim Alouini

As a foreseeable future mode of transport with lower emissions and higher efficiencies, electric vehicles have received worldwide attention. For convenient centralized management, taxis are considered as the fleet with electrification…

最优化与控制 · 数学 2019-10-16 Yiwen Song , Ningning Sun , Huimiao Chen

Plug-in electric vehicles (PEVs) can contribute to energy and environmental challenges. Among different types of PEVs, plug-in hybrid electric taxis (PHETs) go in advance. In this study, we provide a spatial and temporal PHET charging…

最优化与控制 · 数学 2017-08-03 Huimiao Chen , Yinghao Jia , Zechun Hu , Guanglei Wu , Zuo-Jun Max Shen

Recharging a plug-in electric vehicle is more time-consuming than refueling an internal combustion engine vehicle. As a result, charging stations may face serious congestion problems during peak traffic hours in the near future with the…

系统与控制 · 计算机科学 2017-12-21 Huimiao Chen , Hongcai Zhang , Zechun Hu , Yunyi Liang , Haocheng Luo , Yinhai Wang

Driven by growing concerns over air quality and energy security, electric vehicles (EVs) has experienced rapid development and are reshaping global transportation systems and lifestyle patterns. Compared to traditional gasoline-powered…

系统与控制 · 电气工程与系统科学 2025-09-08 Hai Wang , Baoshen Guo , Xiaolei Zhou , Shuai Wang , Zhiqing Hong , Tian He

This study proposes the first demand-driven, multi-objective planning model for optimizing city-scale capacity allocation of EV charging infrastructure. The model employs a bottom-up approach to estimate charging demand differentiated by…

物理与社会 · 物理学 2025-12-02 Hong Yuan , Minda Ma , Nan Zhou , Yanqiao Deng , Junhong Liu , Shufan Zhang , Zhili Ma

Rapid electric vehicle (EV) expansion necessitates optimized charging infrastructure to bridge the persistent gaps between vehicle growth and charger availability. This study develops a demand-driven framework for city-scale EV charging…

综合物理 · 物理学 2026-05-21 Yiwu Hao , Hong Yuan , Nan Zhou , Minda Ma

Operating fleets of electric vehicles (EVs) introduces several challenges, some of which are borne by the fleet operator, and some of which are borne by the power grid. To maximize short-term profit a fleet operator could always charge EVs…

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…

As public awareness of environmental protection continues to grow, the trend of integrating more electric vehicles (EVs) into the transportation sector is rising. Unlike conventional internal combustion engine (ICE) vehicles, EVs can…

网络与互联网体系结构 · 计算机科学 2024-03-26 Xiang Ma , Yuan Zhou , Hanwen Zhang , Qun Wang , Haijian Sun , Hongjie Wang , Rose Qingyang Hu

The electrification of shared mobility has become popular across the globe. Many cities have their new shared e-mobility systems deployed, with continuously expanding coverage from central areas to the city edges. A key challenge in the…

机器学习 · 计算机科学 2024-09-21 Man Luo , Bowen Du , Wenzhe Zhang , Tianyou Song , Kun Li , Hongming Zhu , Mark Birkin , Hongkai Wen

For a new city that is committed to promoting Electric Vehicles (EVs), it is significant to plan the public charging infrastructure where charging demands are high. However, it is difficult to predict charging demands before the actual…

机器学习 · 计算机科学 2021-10-19 Yizong Wang , Dong Zhao , Yajie Ren , Desheng Zhang , Huadong Ma

The accelerated electrification of transport systems with EVs has brought new challenges for charging scheduling, fleet management, and charging infrastructure location and configuration planning. In this review, we have provided a…

计算工程、金融与科学 · 计算机科学 2022-09-29 Tai-Yu Ma , Yumeng Fang

Electrification of transportation is critical for a low-carbon society. In particular, public vehicles (e.g., taxis) provide a crucial opportunity for electrification. Despite the benefits of eco-friendliness and energy efficiency, adoption…

计算机与社会 · 计算机科学 2020-07-17 Chien-Ming Tseng , Sid Chi-Kin Chau , Xue Liu

As a significant factor in urban planning, traffic forecasting and prediction of epidemics, modeling patterns of human mobility draws intensive attention from researchers for decades. Power-law distribution and its variations are observed…

物理与社会 · 物理学 2014-10-28 Xiao Liang , Xudong Zheng , Weifeng Lv , Tongyu Zhu , Ke Xu

The adoption of electric vehicles (EVs) represents a critical shift in personal mobility, fueled by policy support and advancements in automotive technology. However, the expansion of EVs for long-distance travel is hindered by charging…

系统与控制 · 电气工程与系统科学 2025-10-14 Jingbo Wang , Harshal D. Kaushik , Jie Zhang

Public electric vehicle (EV) charging infrastructure is crucial for accelerating EV adoption and reducing transportation emissions; however, disparities in infrastructure access have raised significant equity concerns. This systematic…

系统与控制 · 电气工程与系统科学 2025-07-15 Boyou Chen , Kaihan Zhang , Austin Moore , Bochen Jia , Mengqiu Cao
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