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Electric vehicle (EV) charging loads identification from behind smart meter recordings is an indispensable aspect that enables effective decision-making for energy distributors to reach an informed and intelligent decision about the power…

信号处理 · 电气工程与系统科学 2025-09-25 Ammar Kamoona , Hui Song , Ali Moradi Amani , Mahdi Jalili , Xinghuo Yu , Peter McTaggart

Electric Vehicle (EV) is playing a significant role in the distribution energy management systems since the power consumption level of the EVs is much higher than the other regular home appliances. The randomness of the EV driver behaviors…

机器学习 · 计算机科学 2018-02-13 Yingqi Xiong , Bin Wang , Chi-Cheng Chu , Rajit Gadh

Electric Vehicles (EVs) are rapidly gaining adoption as a sustainable alternative to fuel-powered vehicles, making secure charging infrastructure essential. Despite traditional authentication protocols, recent results showed that attackers…

密码学与安全 · 计算机科学 2025-06-10 Francesco Marchiori , Denis Donadel , Alessandro Brighente , Mauro Conti

The simultaneous charging of many electric vehicles (EVs) stresses the distribution system and may cause grid instability in severe cases. The best way to avoid this problem is by charging coordination. The idea is that the EVs should…

密码学与安全 · 计算机科学 2020-05-29 Ahmed Shafee , Mostafa M. Fouda , Mohamed Mahmoud , Waleed Alasmary , Abdulah J. Aljohani , Fathi Amsaad

Predicting electric vehicle (EV) charging events is crucial for load scheduling and energy management, promoting seamless transportation electrification and decarbonization. While prior studies have focused on EV charging demand prediction,…

机器学习 · 计算机科学 2024-03-21 Fucai Ke , Hao Wang

As an environment-friendly substitute for conventional fuel-powered vehicles, electric vehicles (EVs) and their components have been widely developed and deployed worldwide. The large-scale integration of EVs into power grid brings both…

其他计算机科学 · 计算机科学 2016-09-12 Wanrong Tang , Suzhi Bi , Ying Jun , Zhang

The rapid growth of the electric vehicle (EV) sector is giving rise to many infrastructural challenges. One such challenge is its requirement for the widespread development of EV charging stations which must be able to provide large amounts…

信号处理 · 电气工程与系统科学 2022-07-13 Pere Izquierdo Gómez , Alberto Barragan Moreno , Jun Lin , Tomislav Dragičević

Electric vehicles (EVs) add significant load on the power grid as they become widespread. The characteristics of this extra load follow the patterns of people's driving behaviours. In particular, random parameters such as arrival time and…

计算工程、金融与科学 · 计算机科学 2014-08-12 Farshad Rassaei , Wee-Seng Soh , Kee-Chaing Chua

Understanding electric vehicle (EV) charging on the distribution network is key to effective EV charging management and aiding decarbonization across the energy and transport sectors. Advanced metering infrastructure has allowed…

机器学习 · 计算机科学 2023-12-05 Cameron Martin , Fucai Ke , Hao Wang

In this paper, we propose a data-efficient online battery identification method which targets highly informative battery cell data segments based on the driving pattern of the vehicle. We consider the case of a vehicle driving on/off a…

系统与控制 · 电气工程与系统科学 2025-12-16 Nicolai A. Weinreich , Marco Muñiz , Marius Mikučionis , Kim G. Larsen , Remus Teodorescu

The increasing integration of electric vehicles (EVs) into the grid can pose a significant risk to the distribution system operation in the absence of coordination. In response to the need for effective coordination of EVs within the…

系统与控制 · 电气工程与系统科学 2024-03-21 Jiarong Fan , Ariel Liebman , Hao Wang

Electric vehicles (EVs) are finally making their way onto the roads. However, the challenges concerning their long charging times and their impact on congestion of the power distribution grid are still waiting to be resolved. With…

系统与控制 · 电气工程与系统科学 2022-10-31 Emin Ucer , Mithat Kisacikoglu , Murat Yuksel , Ali C. Gurbuz

As electric vehicle (EV) adoption is growing year after year, there is no doubt that EVs will occupy a significant portion of transporting vehicle in the near future. Although EVs have benefits for environment, large amount of…

最优化与控制 · 数学 2017-11-09 Yingqi Xiong , Behnam Khaki , Chi-cheng Chu , Rajit Gadh

With the widespread adoption of electric vehicles (EVs), navigating for EV drivers to select a cost-effective charging station has become an important yet challenging issue due to dynamic traffic conditions, fluctuating electricity prices,…

机器学习 · 计算机科学 2025-02-28 Tianyang Qi , Shibo Chen , Jun Zhang

The success of the transportation electricification in this century particularly requires the penentration of the internet of plug-in electric vehicles (PEVs) into the smart power grid. Beside the function of serving the traditional…

系统与控制 · 计算机科学 2018-10-22 Y. Shi , H. D. Tuan , T. Q. Duong , H. V. Poor , A. V. Savkin

This paper proposes a distributed optimization-based algorithm for electric vehicle (EV) charging and discharging, incorporating EV customer economics and distribution network constraints enforced on an unbalanced distribution grid.…

系统与控制 · 电气工程与系统科学 2023-10-18 Nanduni Nimalsiri , Elizabeth Ratnam

Electric vehicles (EVs) represent the long-term green substitute for traditional fuel-based vehicles. To encourage EV adoption, the trust of the end-users must be assured. In this work, we focus on a recently emerging privacy threat of…

密码学与安全 · 计算机科学 2023-02-15 Ankit Gangwal , Aakash Jain , Mauro Conti

Electrification of vehicles is a potential way of reducing fossil fuel usage and thus lessening environmental pollution. Electric Vehicles (EVs) of various types for different transport modes (including air, water, and land) are evolving.…

机器学习 · 计算机科学 2024-09-19 Mohammad Wazed Ali , Asif bin Mustafa , Md. Aukerul Moin Shuvo , Bernhard Sick

The green potential of electric vehicles (EVs) can be fully realized only if their batteries are charged using energy generated from renewable (i.e. green) sources. For logistic or economic reasons, however, EV drivers may be tempted to…

最优化与控制 · 数学 2024-11-19 Luca Domenico Loiacono , Anthony Quinn , Emanuele Crisostomi , Robert Shorten

Replacing a portion of current light duty vehicles (LDV) with plug-in hybrid electric vehicles (PHEVs) offers the possibility to reduce the dependence on petroleum fuels together with environmental and economic benefits. The charging…

机器学习 · 计算机科学 2016-04-18 Marco Pellegrini , Farshad Rassaei
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