[PDF][PDF] An enhanced eco-driving strategy based on reinforcement learning for connected electric vehicles: Cooperative velocity and lane-changing control

H Ding, W Li, N Xu, J Zhang - Journal of Intelligent and …, 2022 - ieeexplore.ieee.org
Purpose-This study aims to propose an enhanced eco-driving strategy based on
reinforcement learning (RL) to alleviate the mileage anxiety of electric vehicles (EVs) in the …

Toward carbon–neutral transportation electrification: a comprehensive and systematic review of eco-driving for electric vehicles

W Li, H Ding, N Xu, J Zhang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In order to forward the development of transportation electrification and reach the goal of
carbon neutrality, eco-driving techniques for electric vehicles (EVs) are widely concerned …

Design of a comfortable optimal driving strategy for electric vehicles using multi-objective optimization

AK Nandi, D Chakraborty, W Vaz - Journal of Power Sources, 2015 - Elsevier
Due to the limited amount of stored battery energy available for electric vehicles, it is
important to use the energy in an optimal manner. This study proposes a novel comfortable …

Multi-objective optimized driving strategy of dual-motor EVs using NSGA-II as a case study and comparison of various intelligent algorithms

X Lin, Z Lin, S Wei - Applied Soft Computing, 2021 - Elsevier
The driving strategy of the driver is one of the critical factors which affect the energy
consumption of the vehicle. However, it is often overlooked in the researches of energy …

[HTML][HTML] Vehicle model-based driving strategy optimization for lightweight vehicle

Z Pusztai, P Kőrös, F Szauter, F Friedler - Energies, 2022 - mdpi.com
In this paper, driving strategy optimization for a track is proposed for an energy efficient
battery electric vehicle dedicated to the Shell Eco-marathon. A measurement-based …

An improved co-optimization of component sizing and energy management for hybrid powertrains interacting with high-fidelity model

N Lei, H Zhang, H Wang, Z Wang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the ignorance of dynamic characteristics of powertrains, existing frameworks for co-
optimizing component sizing and energy management of hybrid powertrains may lead to …

Acceleration curve optimization for electric vehicle based on energy consumption and battery life

L Li, Q Liu - Energy, 2019 - Elsevier
The existing research of electric vehicle acceleration curves optimization mainly focuses on
minimum energy consumption, without considering the battery life. This paper focuses on …

On the optimal speed profile for electric vehicles

KM So, P Gruber, D Tavernini, AEH Karci… - IEEE …, 2020 - ieeexplore.ieee.org
The main question in eco-driving is-what speed or torque profile should the vehicle follow to
minimize its energy consumption over a certain distance within a desired trip time? Various …

A lightweight ultra-efficient electric vehicle multi-physics modeling and driving strategy optimization

F Ballo, P Stabile, M Gobbi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The aim of the paper is to define a limit performance of highly efficient battery electric
quadricycles for urban mobility. The vehicle is employed for an energy efficiency competition …

Design of an energy-saving driving strategy for electric buses

Y Zhang, W Yuan, R Fu, C Wang - IEEE Access, 2019 - ieeexplore.ieee.org
In recent years, fully electric vehicles (EVs) have accounted for a higher proportion of urban
buses. On account of their relatively short cruising range, many technologies were used to …