Electric vehicles: A data science perspective review

D Pevec, J Babic, V Podobnik - Electronics, 2019 - mdpi.com
Current trends are showing that the popularity of electric vehicles (EVs) has significantly
increased over the last few years, causing changes not only in the transportation industry but …

Data-driven intelligent location of public charging stations for electric vehicles

Q Liu, J Liu, W Le, Z Guo, Z He - Journal of cleaner production, 2019 - Elsevier
This paper investigates a location problem of public charging stations for electric vehicles
with the objective of CO 2 emissions minimization through massive GPS-enabled trajectory …

Acceptability, energy consumption, and costs of electric vehicle for ride-hailing drivers in Beijing

W Tu, P Santi, T Zhao, X He, Q Li, L Dong… - Applied Energy, 2019 - Elsevier
The acceptability, energy consumption, and environmental benefits of electric vehicles are
highly dependent on travel patterns. With increasing ride-hailing popularity in mega-cities …

Location-allocation of electric vehicle fast chargers—research and practice

Y Motoaki - World Electric Vehicle Journal, 2019 - mdpi.com
This paper conducts a comparative analysis of academic research on location-allocation of
electric vehicle fast chargers into the pattern of the actual fast-charger allocation in the …

Congestion control in charging stations allocation with Q-learning

L Zhang, K Gong, M Xu - Sustainability, 2019 - mdpi.com
Navigation systems can help in allocating public charging stations to electric vehicles (EVs)
with the aim of minimizing EVs' charging time by integrating sufficient data. However, the …

Optimal placement of electric vehicle charging stations in radial distribution system along with reconfiguration

MSK Reddy, K Selvajyothi - 2019 IEEE 1st International …, 2019 - ieeexplore.ieee.org
Electric vehicles (EV) are one of the solutions for diminishing global warming. Due to low
specific energy of the battery, frequent charging is necessary for long rides. Hence, charging …

The role of infrastructure for electric passenger car uptake in Europe

A Tsakalidis, A Julea, C Thiel - Energies, 2019 - mdpi.com
Plug-in electric vehicles (PEV) can be a main lever towards a decarbonised road transport
system. The PEV market uptake needs to be nurtured by appropriate support measures for …

Optimal allocation of public charging stations based on traffic density in smart cities

M Campaña, E Inga - 2019 IEEE Colombian Conference on …, 2019 - ieeexplore.ieee.org
Plug-in electric vehicle (PEV) massive introduction will contribute to improve the air quality,
however, the limited driving range might cause few interests for the potential consumers of …

An electric taxi charging station planning scheme based on an improved destination choice method

R Shi, J Liu, Z Liao, L Niu, E Ibrahim, F Fu - Energies, 2019 - mdpi.com
The environmental crisis has prompted the development of electric vehicles as a green and
environmentally friendly mode of travel. Since a reasonable layout of electric vehicle (EV) …

Heuristic method for optimal deployment of electric vehicle charge stations using linear programming

M Campaña, E Inga - IEEE Colombian Conference on Applications in …, 2019 - Springer
The conventional automobile fleet has significantly increased the emission of toxic gases,
thus reducing the quality of air. Therefore, this article proposes a heuristic planning model to …