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With the increase in adoption of Electric Vehicles (EVs), proper utilization of the charging infrastructure is an emerging challenge for service providers. Overstaying of an EV after a charging event is a key contributor to low utilization.…

Artificial Intelligence · Computer Science 2016-07-15 Arpita Biswas , Ragavendran Gopalakrishnan , Partha Dutta

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…

Discrete Mathematics · Computer Science 2017-10-04 Padraig Corcoran , Andrei Gagarin

The increasing trend of transportation electrification presents investors the opportunity to provide charging services to Electric Vehicle (EV) owners via the energy purchased from the wholesale electricity market. This will benefit EV…

Systems and Control · Electrical Eng. & Systems 2021-11-24 Reza Bayani , Arash Farokhi Soofi , Saeed D. Manshadi

Residential consumers have become active participants in the power distribution network after being equipped with residential EV charging provisions. This creates a challenge for the network operator tasked with dispatching electric power…

Multiagent Systems · Computer Science 2022-09-07 Rounak Meyur , Swapna Thorve , Madhav Marathe , Anil Vullikanti , Samarth Swarup , Henning Mortveit

Electric vehicle (EV) charging patterns are highly uncertain in both location, time, and duration particularly in association with the predicted high demand for electric mobility in the future. An EV can be charged at home, at charging…

Optimization and Control · Mathematics 2022-04-06 Leila Hajibabai , Amir Mirheli

The diffusion of electric vehicles (EVs) is studied in a two-sided market framework consisting of EVs on the one side and EV charging stations (EVCSs) on the other. A sequential game is introduced as a model for the interactions between an…

Economics · Quantitative Finance 2017-07-10 Zhe Yu , Shanjun Li , Lang Tong

The widespread adoption of electric vehicles (EVs) has increased the importance of demand response in smart grids. This paper proposes a two-layer demand response optimization framework for EV users and aggregators, leveraging large…

Systems and Control · Electrical Eng. & Systems 2025-05-28 Zhaoyi Zhang , Chenggang Cui , Ning Yang , Chuanlin Zhang

With the growing adoption of electric vehicles (EVs), understanding user charging behavior has become critical for grid stability and transportation planning. This study investigates the behavioral heterogeneity of EV taxi drivers by…

Artificial Intelligence · Computer Science 2026-03-03 Chuanlin Zhang , Junkang Feng , Chenggang Cui , Pengfeng Lin , Hui Chen , Yan Xu , A. M. Y. M. Ghias , Qianguang Ma , Pei Zhang

A massive use of electric vehicles is nowadays considered to be a key element of a sustainable transportation policy and the availability of charging stations is a crucial issue for their extensive use. Charging stations in an urban area…

Optimization and Control · Mathematics 2023-01-13 Carlo Filippi , Gianfranco Guastaroba , Lorenzo Peirano , M. Grazia Speranza

This work presents an investigation and assessment framework, which, supported by realistic data, aims at provisioning operators with in-depth insights into the consumer-perceived Quality-of-Experience (QoE) at public Electric Vehicle (EV)…

The first of this two-paper series proposes and elaborates a concept of electric vehicle (EV)-based e-mobility system. To this end, models designed to reap the benefits of EVs' flexibility in the literature almost exclusively consider…

Systems and Control · Electrical Eng. & Systems 2020-12-22 I. Pavić , H. Pandžić , T. Capuder

In this paper we propose a stochastic decentralized algorithm to recommend the most convenient Charging Station (CS) to Plug-in Electric Vehicles (PEVs) that need charging. In particular, we use different cost functions to describe the…

Systems and Control · Electrical Eng. & Systems 2021-01-08 Michela Moschella , Pietro Ferraro , Emanuele Crisostomi , Robert Shorten

This paper presents the equilibrium analysis of a game composed of heterogeneous electric vehicles (EVs) and a power distribution system operator (DSO) as the players, and charging station operators (CSOs) and a transportation network…

Computer Science and Game Theory · Computer Science 2023-01-27 Babak Ghaffarzadeh Bakhshayesh , Hamed Kebriaei

The rapid growth of electric vehicles (EVs) necessitates the strategic placement of charging stations to optimize resource utilization and minimize user inconvenience. Reinforcement learning (RL) offers an innovative approach to identifying…

Machine Learning · Computer Science 2025-11-04 Minh-Duc Nguyen , Dung D. Le , Phi Long Nguyen

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…

Optimization and Control · Mathematics 2016-11-15 Islam Safak Bayram , Vahraz Zamani , Ryan Hanna , Jan Kleissl

The adoption of electric vehicles (EVs), including electric taxis and buses, as a mode of transportation, is rapidly increasing in cities. In addition to providing economic and environmental benefits, these fleets can potentially…

Optimization and Control · Mathematics 2023-11-21 Mostafa Mohammadian , Constance Crozier , Kyri Baker

We study how high charging rate demands from electric vehicles (EVs) in a power distribution grid may collectively cause poor dynamic performance, and propose a price incentivization strategy to steer customers to settle for lesser charging…

Optimization and Control · Mathematics 2025-08-26 Amit Kumer Podder , Tomonori Sadamoto , Aranya Chakrabortty

The installation of electric vehicle (EV) charging stations in buildings is inevitable, as states push for increased EV adoption to support decarbonization efforts. This transition could force the need for grid infrastructure upgrades and…

Systems and Control · Electrical Eng. & Systems 2025-10-29 Quan Nguyen , Christine Holland , Siddharth Sridhar

With the increasing penetration of electric vehicles (EVs) into the automotive market, the electricity peak demand would increase significantly due to home-EV-charging. This paper tackles this problem by defining an 'ideal' EV consumption…

Systems and Control · Electrical Eng. & Systems 2024-12-20 Qun Zhang , Gururaghav Raman , Jimmy Chih-Hsien Peng

Decarbonizing long-haul freight requires large-scale deployment of high-power charging infrastructure. This paper studies a multi-period charging station location problem that determines where and when to deploy charging capacity for…

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