Big data and analytics in hospitality and tourism: a systematic literature review

M Mariani, R Baggio - International Journal of Contemporary …, 2022 - emerald.com
Purpose The purpose of this work is to survey the body of research revolving around big
data (BD) and analytics in hospitality and tourism, by detecting macro topical areas …

Charging station location problem: A comprehensive review on models and solution approaches

M Kchaou-Boujelben - Transportation Research Part C: Emerging …, 2021 - Elsevier
Charging infrastructure planning has a strategic impact on promoting the use of electric
vehicles (EVs) and other alternative fuel vehicles. Importantly, decision makers need to …

Too much or not enough? Planning electric vehicle charging infrastructure: A review of modeling options

MO Metais, O Jouini, Y Perez, J Berrada… - … and Sustainable Energy …, 2022 - Elsevier
While the transportation sector is responsible for a growing share of greenhouse gas
emissions, electric vehicles (EVs) offer solutions for greener mobility. The proportion of …

Battery electric vehicle usage pattern analysis driven by massive real-world data

D Cui, Z Wang, P Liu, S Wang, Z Zhang, DG Dorrell… - Energy, 2022 - Elsevier
Electric vehicles (EVs) are playing a key role in supporting transportation electrification and
reducing air pollution and greenhouse gas emissions. The increased number of EVs may …

Fault and defect diagnosis of battery for electric vehicles based on big data analysis methods

Y Zhao, P Liu, Z Wang, L Zhang, J Hong - Applied Energy, 2017 - Elsevier
This paper presents a novel fault diagnosis method for battery systems in electric vehicles
based on big data statistical methods. According to machine learning algorithm and 3σ multi …

An optimal charging station location model with the consideration of electric vehicle's driving range

J He, H Yang, TQ Tang, HJ Huang - Transportation Research Part C …, 2018 - Elsevier
Reasonable charging station positions are critical to prompt the widespread use of electric
vehicles (EVs). This paper proposes a bi-level programming model with the consideration of …

Optimal site selection of electric vehicle charging station by using fuzzy TOPSIS based on sustainability perspective

S Guo, H Zhao - Applied Energy, 2015 - Elsevier
Selecting the most sustainable site plays an important role in the life cycle of electric vehicle
charging station (EVCS), which needs to consider some conflicting criteria. Different from the …

PEV fast-charging station siting and sizing on coupled transportation and power networks

H Zhang, SJ Moura, Z Hu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Plug-in electric vehicle (PEV) charging stations couple future transportation systems and
power systems. That is, PEV driving and charging behavior will influence the two networks …

The electric location routing problem with time windows and partial recharging

M Schiffer, G Walther - European journal of operational research, 2017 - Elsevier
Electric commercial vehicles are expected to contribute significantly to the mobility of the
future. Furthermore, there are first pilot projects of logistics companies operating electric …

Short-term electric vehicle charging demand prediction: A deep learning approach

S Wang, C Zhuge, C Shao, P Wang, X Yang, S Wang - Applied Energy, 2023 - Elsevier
Short-term prediction of the Electric Vehicle (EV) charging demand is of great importance to
the operation of EV fleets and charging stations. This paper develops a Long Short-Term …