The electric vehicle energy management: An overview of the energy system and related modeling and simulation

A Ibrahim, F Jiang - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Transition into the electrified transportation sector is being investigated among the feasible
technological resolutions to tackle the mounting climate change issues. Such a transition …

Driving electric vehicles at highway speeds: The effect of higher driving speeds on energy consumption and driving range for electric vehicles in Australia

G Wager, J Whale, T Braunl - Renewable and sustainable energy reviews, 2016 - Elsevier
Electric vehicles (EVs) have the potential to operate emission free and thus overcome many
environmental and health issues associated with cars run on fossil fuels. Recharging time …

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 …

Machine learning prediction models for battery-electric bus energy consumption in transit

H Abdelaty, A Al-Obaidi, M Mohamed… - … Research Part D …, 2021 - Elsevier
The energy consumption (EC) of battery-electric buses (BEB) varies significantly due to the
intertwined relationships of vehicular, operational, topological, and external parameters …

Energy consumption prediction for electric vehicles based on real-world data

C De Cauwer, J Van Mierlo, T Coosemans - Energies, 2015 - mdpi.com
Electric vehicle (EV) energy consumption is variable and dependent on a number of external
factors such as road topology, traffic, driving style, ambient temperature, etc. The goal of this …

Effect of ambient temperature on electric vehicles' energy consumption and range: Model definition and sensitivity analysis based on nissan leaf data

P Iora, L Tribioli - World Electric Vehicle Journal, 2019 - mdpi.com
In this paper, a general quasi-steady backward-looking model for energy consumption
estimation of electric vehicles is presented. The model is based on a literature review of …

Electric vehicles' energy consumption estimation with real driving condition data

R Zhang, E Yao - Transportation Research Part D: Transport and …, 2015 - Elsevier
The use of electric vehicles (EVs) is viewed as an attractive option to reduce CO 2 emissions
and fuel consumption resulted from transport sector, but the popularization of EVs has been …

Data-driven decomposition analysis and estimation of link-level electric vehicle energy consumption under real-world traffic conditions

X Qi, G Wu, K Boriboonsomsin, MJ Barth - Transportation Research Part D …, 2018 - Elsevier
Electric vehicles (EVs) have great potential to reduce transportation-related fossil fuel
consumption as well as pollutant and greenhouse gas (GHG) emissions, due to their use of …

A data-driven method for energy consumption prediction and energy-efficient routing of electric vehicles in real-world conditions

C De Cauwer, W Verbeke, T Coosemans, S Faid… - Energies, 2017 - mdpi.com
Limited driving range remains one of the barriers for widespread adoption of electric
vehicles (EVs). To address the problem of range anxiety, this paper presents an energy …

[HTML][HTML] Method for evaluating the real-world driving energy consumptions of electric vehicles

X Yuan, C Zhang, G Hong, X Huang, L Li - Energy, 2017 - Elsevier
Energy consumption directly determines the environmental benefits and driving range of
electric vehicles. The energy consumptions of vehicles are generally evaluated using …