Demand prediction and placement optimization for electric vehicle charging stations

R Gopalakrishnan, A Biswas, A Lightwala… - arXiv preprint arXiv …, 2016 - arxiv.org
Effective placement of charging stations plays a key role in Electric Vehicle (EV) adoption. In
the placement problem, given a set of candidate sites, an optimal subset needs to be …

Learning-based demand-supply-coupled charging station location problem for electric vehicle demand management

Y Song, X Hu - Transportation Research Part D: Transport and …, 2023 - Elsevier
We present a learning-based, demand-supply-coupled optimization model for the charging
station location problem (CSLP), aiming to integrate the concept of electric vehicle (EV) …

Data driven optimization for electric vehicle charging station locating and sizing with charging satisfaction consideration in urban areas

D Hu, L Huang, C Liu, ZW Liu… - IET Renewable Power …, 2022 - Wiley Online Library
The lagging development of charging infrastructure seriously restricts the penetration of
electric vehicles. Inadequate and unreasonably setting of charging stations (CS) aggravates …

[HTML][HTML] Planning of electric vehicle charging stations: An integrated deep learning and queueing theory approach

H Pourvaziri, H Sarhadi, N Azad, H Afshari… - … Research Part E …, 2024 - Elsevier
This study presents a hybrid solution for the charging station location-capacity problem. The
proposed approach simultaneously determines the location and capacity of charging …

[HTML][HTML] An analytical planning model to estimate the optimal density of charging stations for electric vehicles

Y Ahn, H Yeo - PloS one, 2015 - journals.plos.org
The charging infrastructure location problem is becoming more significant due to the
extensive adoption of electric vehicles. Efficient charging station planning can solve deeply …

An elastic demand model for locating electric vehicle charging stations

X Ouyang, M Xu, B Zhou - Networks and Spatial Economics, 2022 - Springer
In this study, we aim to optimally locate multiple types of charging stations, eg, fast-charging
stations and slow-charging stations, for maximizing the covered flows under a limited budget …

Optimal placement and capacity of electric vehicle charging stations in urban areas: Survey and open challenges

M Aljaidi, N Aslam, O Kaiwartya - 2019 IEEE Jordan …, 2019 - ieeexplore.ieee.org
Widespread adoption of electric vehicles (EVs) depend on the optimal placement of
charging stations (CSs) in metropolitan areas, as well as the capacity of each charging …

A model for the data-based analysis and design of urban public charging infrastructure

L Adenaw, M Lienkamp - 2020 Fifteenth International …, 2020 - ieeexplore.ieee.org
With electromobility on the rise, several re-searchers have acknowledged the charging
station location problem as a major challenge for city planners and decision-makers …

A simulation-based heuristic for city-scale electric vehicle charging station placement

R Bi, J Xiao, D Pelzer, D Ciechanowicz… - 2017 IEEE 20th …, 2017 - ieeexplore.ieee.org
Electric Vehicles (EVs) play an important role towards a more sustainable transportation
system. Sufficient charging infrastructure is, however, needed in order to accommodate their …

[HTML][HTML] Incorporating time-dependent demand patterns in the optimal location of capacitated charging stations

C Filippi, G Guastaroba, L Peirano… - … Research Part C …, 2023 - Elsevier
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 …