Route specific driver characterization for data-based range prediction of battery electric vehicles

C Simonis, R Sennefelder - 2019 Fourteenth International …, 2019 - ieeexplore.ieee.org
The development of accurate range prediction algorithms for battery electric vehicles (BEV)
is an important requirement for gaining the long-lasting confidence of future users in this …

On the use of machine learning for state-of-charge forecasting in electric vehicles

Y NaitMalek, M Najib, M Bakhouya… - … smart cities conference …, 2019 - ieeexplore.ieee.org
Nowadays, it is well known that a main solution for pollution reduction in cities will be the
introduction of electric and hybrid vehicles on transportation roads. Many research efforts …

Matlab/Simulink based energy consumption prediction of electric vehicles

F Janković, L Šćekić, S Mujović - 2021 21st International …, 2021 - ieeexplore.ieee.org
Transport electrification represents one of the key aspects of achieving carbon neutrality.
Despite the decreasing price of electric vehicles, the transition to electric vehicles is …

[PDF][PDF] Feature-based Analysis of the Energy Consumption of Battery Electric Vehicles.

P Petersen, A Khdar, E Sax - VEHITS, 2021 - scitepress.org
Battery electric vehicles have become increasingly important for the reduction of
greenhouse gas emission. Even though the number of battery electric vehicles is increasing …

Forecasts of electric vehicle energy consumption based on characteristic speed profiles and real-time traffic data

F Morlock, B Rolle, M Bauer… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Despite the increased interest in battery electric vehicles (BEV), limited range abilities
unsettle customers, which is often related to range anxiety. A better understanding of energy …

Electric vehicles driving range and energy consumption investigation: A comparative study of machine learning techniques

A Amirkhani, A Haghanifar… - 2019 5th Iranian …, 2019 - ieeexplore.ieee.org
Electric vehicles are the next generation of cars which are pollutant-free, resulting in the
elimination of many environmental and healthcare problems caused by fossil-fueled …

Modeling of electrical vehicle for state of charge evaluation in smart mobility scenario

G Gruosso, D Bandeira - 2017 IEEE 3rd International Forum on …, 2017 - ieeexplore.ieee.org
The impact of electrical vehicles spread on electricity networks and on mobility from a
general point of view, is one of the most topical questions during these years. The key point …

A novel energy consumption prediction model with combination of road information and driving style of BEVs

J Guo, Y Jiang, Y Yu, W Liu - Sustainable Energy Technologies and …, 2020 - Elsevier
There is evidence that battery electric vehicles (BEVs) suffer criticism with respect to the
short driving range and unprecise remaining range prediction, accordingly, a novel energy …

[PDF][PDF] Data mining approach for range prediction of electric vehicle

JC Ferreira, V Monteiro, JL Afonso - Conference on future automotive …, 2012 - Citeseer
Our work proposal is based on the past driving data that are stored in a driver profile, and
using real time information about the Electric Vehicle parameters (eg speed and energy …

Survey on range prediction of electric vehicles

S Deepak, A Amarnath… - 2019 Innovations in …, 2019 - ieeexplore.ieee.org
In this paper we discuss the various methods that have been proposed for the purpose of
predicting the distance that can be traversed by an Electric Vehicle with the energy that is left …