Electric vehicle routing problem: A systematic review and a new comprehensive model with nonlinear energy recharging and consumption

Y Xiao, Y Zhang, I Kaku, R Kang, X Pan - Renewable and Sustainable …, 2021 - Elsevier
Electric vehicles (EVs) are witnessing a surge in demand and production for their
environmental benefits. This study reviews the development of electric vehicle routing …

Green vehicle routing problem: A state-of-the-art review

M Asghari, SMJM Al-e - International Journal of Production Economics, 2021 - Elsevier
As energy overuse and generated pollution have a potential threat to our environmental and
ecological conditions, many researchers have taken the initiative way to join the green …

Environmental innovation, trade openness and quality institutions: an integrated investigation about environmental sustainability

H Khan, L Weili, I Khan - Environment, Development and Sustainability, 2022 - Springer
Environmental degradation has become an important issue for countries worldwide due to
increase in carbon emission in recent years. It is an important concern for countries to …

Effects of ambient temperature and trip characteristics on the energy consumption of an electric vehicle

Y Al-Wreikat, C Serrano, JR Sodré - Energy, 2022 - Elsevier
This work evaluates the impacts of ambient temperature and trip characteristics on the
energy consumption of an electric vehicle (EV) during road tests. The trip characteristics are …

A comparative performance of machine learning algorithm to predict electric vehicles energy consumption: A path towards sustainability

I Ullah, K Liu, T Yamamoto… - Energy & …, 2022 - journals.sagepub.com
The rapid growth of transportation sector and related emissions are attracting the attention of
policymakers to ensure environmental sustainability. Therefore, the deriving factors of …

[HTML][HTML] Trip energy consumption estimation for electric buses

J Ji, Y Bie, Z Zeng, L Wang - Communications in Transportation Research, 2022 - Elsevier
This study aims to develop a trip energy consumption (TEC) estimation model for the electric
bus (EB) fleet planning, operation, and life-cycle assessment. Leveraging the vast variations …

Optimal charging strategy for large-scale electric buses considering resource constraints

K Liu, H Gao, Z Liang, M Zhao, C Li - Transportation Research Part D …, 2021 - Elsevier
The large-scale application of electric buses highlights a series of practical problems, such
as high charging costs, unreasonable utilization of charging resources, and chaotic charging …

Robust charging strategies for electric bus fleets under energy consumption uncertainty

K Liu, H Gao, Y Wang, T Feng, C Li - Transportation Research Part D …, 2022 - Elsevier
Charging management has a profound impact on the reliability and safety of electric bus
(EB) services. However, the actual charging operation of EB fleets is a critical challenge due …

Exploring the interactive effects of ambient temperature and vehicle auxiliary loads on electric vehicle energy consumption

K Liu, J Wang, T Yamamoto, T Morikawa - Applied Energy, 2018 - Elsevier
The ability to accurately predict the energy consumption of electric vehicles (EVs) is
important for alleviating the range anxiety of drivers and is a critical foundation for the spatial …

Electric vehicle energy consumption prediction using stacked generalization: An ensemble learning approach

I Ullah, K Liu, T Yamamoto, M Zahid… - International Journal of …, 2021 - Taylor & Francis
In this paper, we present an ensemble stacked generalization (ESG) approach for better
prediction of electric vehicles (EVs) energy consumption. ESG is a weighted combination of …