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Electric Vehicle (EV) charging recommendation that both accommodates user preference and adapts to the ever-changing external environment arises as a cost-effective strategy to alleviate the range anxiety of private EV drivers. Previous…

机器学习 · 计算机科学 2022-10-25 Chengyin Li , Zheng Dong , Nathan Fisher , Dongxiao Zhu

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 paper considers a bidirectional power flow model of the electric vehicles (EVs) in a charging station. The EVs can inject energies by discharging via a Vehicle-to-Grid (V2G) service which can enhance the profits of the charging station.…

最优化与控制 · 数学 2016-12-05 Arnob Ghosh , Vaneet Aggarwal

We combine the power flow model with the proportionally fair optimization criterion to study the control of congestion within a distribution electric grid network. The form of the mathematical optimization problem is a convex second order…

最优化与控制 · 数学 2018-10-04 Miroslav Gardlo , Ľuboš Buzna , Rui Carvalho , Richard Gibbens , Frank Kelly

We propose an incentive-based traffic demand management policy to alleviate traffic congestion on a road stretch that creates a bottleneck for the commuters. The incentive targets electric vehicles owners by proposing a discount on the…

最优化与控制 · 数学 2021-11-11 Carlo Cenedese , Patrick Stokkink , Nikolas Gerolimins , John Lygeros

With the growing popularity of electric vehicles (EVs), maintaining power grid stability has become a significant challenge. To address this issue, EV charging control strategies have been developed to manage the switch between…

系统与控制 · 电气工程与系统科学 2023-08-21 Junkai Qian , Yuning Jiang , Xin Liu , Qing Wang , Ting Wang , Yuanming Shi , Wei Chen

We study the problem of phase optimization for electric-vehicle (EV) charging. We formulate our problem as a non-convex mixed-integer programming problem whose objective is to minimize the charging loss. Despite the hardness of directly…

最优化与控制 · 数学 2022-05-24 Zixin Ye , Tongxin Li , Steven H. Low

Electric vehicles (EVs) offer an attractive long-term solution to reduce the dependence on fossil fuel and greenhouse gas emission. However, a fleet of EVs with different EV battery charging rate constraints, that is distributed across a…

网络与互联网体系结构 · 计算机科学 2013-04-09 Niangjun Chen , Chee Wei Tan , Tony Q. S. Quek

The transition to Electric Vehicles (EVs) demands intelligent, congestion-aware infrastructure planning to balance user convenience, economic viability, and traffic efficiency. We present a joint optimisation framework for EV Charging…

多智能体系统 · 计算机科学 2026-03-24 Niloofar Aminikalibar , Farzaneh Farhadi , Maria Chli

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

We propose a forecasting technique based on multi-feature data fusion to enhance the accuracy of an electric vehicle (EV) charging station load forecasting deep-learning model. The proposed method uses multi-feature inputs based on…

系统与控制 · 电气工程与系统科学 2023-02-01 Prince Aduama , Zhibo Zhang , Ameena S. Al Sumaiti

The anticipated widespread adoption of electric vehicles (EVs) necessitates a critical evaluation of existing power distribution infrastructures, as EV integration imposes additional stress on distribution networks that can lead to…

系统与控制 · 电气工程与系统科学 2026-05-01 Ravi Raj Shrestha , Zhi Zhou , Limon Barua , Nazib Siddique , Karthikeyan Balasubramaniam , Yan Zhou , Lusha Wang

Optimized charging of electric vehicles (EVs) at public locations consists of two decisions: how much energy to deliver at what times, which is continuous, and where to plug in, which is binary. This makes optimizing EV charging a…

最优化与控制 · 数学 2026-04-17 Nanfei Jiang , Yi Zhou , Josh A. Taylor , Mahnoosh Alizadeh

Plug-in Electric Vehicles (PEVs) play a pivotal role in transportation electrification. The flexible nature of PEVs' charging demand can be utilized for reducing charging cost as well as optimizing the operating cost of power and…

系统与控制 · 计算机科学 2018-07-02 M. Hadi Amini , Javad Mohammadi , Soummya Kar

The rapid electrification of transportation, driven by stringent decarbonization targets and supportive policies, poses significant challenges for distribution system operators (DSOs). When numerous electric vehicles (EVs) charge…

多智能体系统 · 计算机科学 2025-04-25 Kristoffer Christensen , Bo Nørregaard Jørgensen , Zheng Grace Ma

The number of electric vehicles is rapidly increasing worldwide. This growth brings significant environmental benefits but also introduces new challenges: uncoordinated charging can place stress on the grid, particularly during peak hours.…

最优化与控制 · 数学 2026-03-24 Mozhdeh Hematiboroujeni , Pierre Le Bodic , Adel N. Toosi , Markus Wagner

With the proliferation of electric vehicles, the electrical distribution grids are more prone to overloads. In this paper, we study an intelligent pricing and power control mechanism based on contextual bandits to provide incentives for…

其他计算机科学 · 计算机科学 2019-05-06 Christian Römer , Johannes Hiry , Chris Kittl , Thomas Liebig , Christian Rehtanz

The optimal charging infrastructure planning problem over a large geospatial area is challenging due to the increasing network sizes of the transportation system and the electric grid. The coupling between the electric vehicle travel…

人工智能 · 计算机科学 2020-11-20 Wanshi Hong , Cong Zhang , Cy Chan , Bin Wang

The integration of renewable energy sources (RES) and the convergence of transport electrification, creates a significant challenge for distribution network management e.g. voltage and frequency violations, particularly in rural and remote…

Smart interactions among the smart grid, aggregators and EVs can bring various benefits to all parties involved, e.g., improved reliability and safety for the smart gird, increased profits for the aggregators, as well as enhanced self…

系统与控制 · 计算机科学 2016-07-26 Qinglong Wang , Xue Liu , Jian Du , Fanxin Kong