Energy-optimal driving range prediction for electric vehicles

G De Nunzio, L Thibault - 2017 ieee intelligent vehicles …, 2017 - ieeexplore.ieee.org
… consumption (ie eco-driving and eco-routing), and by providing driving range prediction. In
order to be insightful and effective, a driving range prediction strategy should be accurate by …

On-line battery identification for electric driving range prediction

J Kessels, B Rosca, HJ Bergveld… - 2011 IEEE vehicle …, 2011 - ieeexplore.ieee.org
… such as electric driving range prediction, more information is … about the available electric
driving range. Nonetheless, battery … The limited driving range of electric vehicles, compared to …

Research on electric vehicle (EV) driving range prediction method based on PSO-LSSVM

Z Wang, XH Wang, LZ Wang, XF Hu… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… directly by drivers and the driving range is approximatively linear with capacity, … range to
the driving range in this paper. For example, the driving range is 220km and the residual range

Model-based remaining driving range prediction in electric vehicles by using particle filtering and Markov chains

JA Oliva, C Weihrauch, T Bertram - 2013 World Electric Vehicle …, 2013 - ieeexplore.ieee.org
The remaining driving range (RDR) has been identified as one of the main obstacles for the …
Offering the driver accurate information about the RDR reduces the range anxiety and …

Remaining driving range prediction for electric vehicles: Key challenges and outlook

P Mei, HR Karimi, C Huang, F Chen… - IET Control Theory & …, 2023 - Wiley Online Library
prediction are summarized: battery state estimation, driving behavior classification and
recognition, driving condition prediction and speed prediction, … , a driving range prediction method …

A machine learning method for predicting driving range of battery electric vehicles

S Sun, J Zhang, J Bi, Y Wang - Journal of Advanced …, 2019 - Wiley Online Library
… the driving range prediction to improve the accuracy and the credibility of it. The driving mode
was incorporated into the study of driving range… of the driving range prediction in this study. …

Machine learning-based method for remaining range prediction of electric vehicles

L Zhao, W Yao, Y Wang, J Hu - Ieee Access, 2020 - ieeexplore.ieee.org
… for remaining driving range prediction of EV, … the prediction accuracy of the remaining driving
range; 2) We adopted the “anchor-based” strategy in the remaining driving range prediction

A vehicle-cloud collaboration strategy for remaining driving range estimation based on online traffic route information and future operation condition prediction

T Sun, Y Xu, L Feng, B Xu, D Chen, F Zhang, X Han… - Energy, 2022 - Elsevier
… Birrell SA et al. studied the influence of roads, weather and driver's driving habit on the RDR
… factors of driving range, it laid the foundation for the quantitative research of driving range. …

Probabilistic prediction of energy demand and driving range for electric vehicles with federated learning

AT Thorgeirsson, S Scheubner… - IEEE Open Journal …, 2021 - ieeexplore.ieee.org
… the driving range prediction [3]. A central challenge in this context is the prediction of future
energy demand. The energy demand prediction (EDP) is not only used to display remaining …

A hybrid framework for remaining driving range prediction of electric taxis

N Wang, Y Lyu, Y Zhou, J Luan, Y Li… - … Energy Technologies and …, 2024 - Elsevier
Driving Range (RDR) prediction with accuracy, computational efficiency, and interpretability
using real EV driving … in driving energy consumption, RDE and ECR are transformed into …