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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 …
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
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 …
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
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 …
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
The energy consumption (EC) of battery-electric buses (BEB) varies significantly due to the
intertwined relationships of vehicular, operational, topological, and external parameters …
intertwined relationships of vehicular, operational, topological, and external parameters …
Energy consumption prediction for electric vehicles based on real-world data
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 …
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 …
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 …
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
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 …
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
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 …
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 …
electric vehicles. The energy consumptions of vehicles are generally evaluated using …