Electric vehicle energy consumption modelling and prediction based on road information

J Wang, I Besselink, H Nijmeijer - World Electric Vehicle Journal, 2015 - mdpi.com
The limited driving range is considered as a significant barrier to the spread of electric
vehicles. One effective method to reduce “range anxiety” is to offer accurate information to …

Battery electric vehicle energy consumption prediction for a trip based on route information

J Wang, I Besselink, H Nijmeijer - Proceedings of the …, 2018 - journals.sagepub.com
Drivers of battery electric vehicles (BEVs) require an accurate and reliable energy
consumption prediction along a chosen route to reduce range anxiety. The energy …

Electric vehicle energy consumption estimation for a fleet management system

A Fotouhi, N Shateri, D Shona Laila… - International Journal of …, 2021 - Taylor & Francis
Accurate estimation of vehicles' energy consumption is a demanding task. It might not be so
critical for conventional vehicles because of their high travel range; however, this is …

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 …

Energy consumption prediction of a vehicle along a user-specified real-world trip

D Karbowski, S Pagerit, A Calkins - World Electric Vehicle Journal, 2012 - mdpi.com
Standard cycles provide an easy way to evaluate the energy consumption of vehicles, but it
is the energy consumption that occurs on real-world trips that really matters to the driver and …

Battery electric vehicle energy consumption modelling for range estimation

J Wang, I Besselink, H Nijmeijer - International Journal of …, 2017 - inderscienceonline.com
Range anxiety is considered as one of the major barriers to the mass adoption of battery
electric vehicles (BEVs). One method to solve this problem is to provide accurate range …

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 …

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 …

Energy consumption analysis and prediction of electric vehicles based on real-world driving data

J Zhang, Z Wang, P Liu, Z Zhang - Applied Energy, 2020 - Elsevier
With increasing mass-adoption of electric vehicles, the energy consumption has become a
key performance index to electric vehicle drivers, automakers and policy-makers. Accurate …

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 …