A review and outlook of energy consumption estimation models for electric vehicles

Y Chen, G Wu, R Sun, A Dubey, A Laszka… - arXiv preprint arXiv …, 2020 - arxiv.org
Electric vehicles (EVs) are critical to the transition to a low-carbon transportation system. The
successful adoption of EVs heavily depends on energy consumption models that can …

Vehicle energy dataset (VED), a large-scale dataset for vehicle energy consumption research

G Oh, DJ Leblanc, H Peng - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
We present Vehicle Energy Dataset (VED), a large-scale dataset of fuel and energy data
collected from 383 personal cars in Ann Arbor, Michigan, USA. This open dataset captures …

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 …

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 …

Estimation model of total energy consumptions of electrical vehicles under different driving conditions

SM Miraftabzadeh, M Longo, F Foiadelli - Energies, 2021 - mdpi.com
The ubiquitous influence of E-mobility, especially electrical vehicles (EVs), in recent years
has been considered in the electrical power system in which CO2 reduction is the primary …

Power-based electric vehicle energy consumption model: Model development and validation

C Fiori, K Ahn, HA Rakha - Applied Energy, 2016 - Elsevier
The limited drive range (The maximum distance that an EV can travel.) of Electric Vehicles
(EVs) is one of the major challenges that EV manufacturers are attempting to overcome. To …

Estimating energy consumption on the basis of microscopic driving parameters for electric vehicles

E Yao, M Wang, Y Song… - Transportation Research …, 2014 - journals.sagepub.com
Energy, the environment, and global climate have been placed under great pressure
recently by the rapid growth of gasoline-and diesel-powered vehicles. Battery-powered …

A scalable energy modeling framework for electric vehicles in regional transportation networks

X Xu, HMA Aziz, H Liu, MO Rodgers, R Guensler - Applied Energy, 2020 - Elsevier
Vehicle electrification plays a central role in reducing global energy use and greenhouse
gas emissions. Predicting electric vehicle (EV) energy use for future transportation networks …

Method for estimating the energy consumption of electric vehicles and plug‐in hybrid electric vehicles under real‐world driving conditions

R Shankar, J Marco - IET intelligent transport systems, 2013 - Wiley Online Library
This study presents a novel framework by which the energy consumption of an electric
vehicle (EV) or the zero‐emissions range of a plug‐in hybrid electric vehicle (PHEV) may be …

Assessment of battery utilization and energy consumption in the large-scale development of urban electric vehicles

Y Zhao, Z Wang, ZJM Shen… - Proceedings of the …, 2021 - National Acad Sciences
Electrifying transportation in the form of the large-scale development of electric vehicles
(EVs) plays a pivotal role in reducing urban atmospheric pollution and alleviating fossil fuel …