Estimation of the energy consumption of battery electric buses for public transport networks using real-world data and deep learning

T Pamuła, W Pamuła - Energies, 2020 - mdpi.com
The estimation of energy consumption is an important prerequisite for planning the required
infrastructure for charging and optimising the schedules of battery electric buses used in …

Estimation of the energy demand of electric buses based on real-world data for large-scale public transport networks

M Gallet, T Massier, T Hamacher - Applied energy, 2018 - Elsevier
An increasing number of cities are transitioning from fossil fuel-powered buses for public
transport to battery electric buses. Evaluating the energy demand of buses has become an …

Data-driven estimation of energy consumption for electric bus under real-world driving conditions

Y Chen, Y Zhang, R Sun - Transportation Research Part D: Transport and …, 2021 - Elsevier
Reliable and accurate estimation of an electric bus's instantaneous energy consumption is
critical in evaluating energy impacts of planning and control of electric bus operations. In this …

Understanding the energy consumption of battery electric buses in urban public transport systems

S Wang, C Lu, C Liu, Y Zhou, J Bi, X Zhao - Sustainability, 2020 - mdpi.com
The ever-increasing concerns over urban air quality, noise pollution, and considerable
savings in total cost of ownership encouraged more and more cities to introduce battery …

Review of the estimation methods of energy consumption for battery electric buses

AS Al-Ogaili, AQ Al-Shetwi, HMK Al-Masri, TS Babu… - Energies, 2021 - mdpi.com
In the transportation sector, electric battery bus (EBB) deployment is considered to be a
potential solution to reduce global warming because no greenhouse gas (GHG) emissions …

Machine learning prediction models for battery-electric bus energy consumption in transit

H Abdelaty, A Al-Obaidi, M Mohamed… - … Research Part D …, 2021 - Elsevier
The energy consumption (EC) of battery-electric buses (BEB) varies significantly due to the
intertwined relationships of vehicular, operational, topological, and external parameters …

Examining influential factors on the energy consumption of electric and diesel buses: A data-driven analysis of large-scale public transit network in Beijing

X Ma, R Miao, X Wu, X Liu - Energy, 2021 - Elsevier
Switching from diesel-powered to battery-powered buses has been a global tendency.
Traditional approaches rely on standard driving cycles or fuel economy data for energy …

Battery health-aware and naturalistic data-driven energy management for hybrid electric bus based on TD3 deep reinforcement learning algorithm

R Huang, H He, X Zhao, Y Wang, M Li - Applied Energy, 2022 - Elsevier
Energy management is critical to reduce energy consumption and extend the service life of
hybrid power systems. This article proposes an energy management strategy based on …

[HTML][HTML] Electric bus coordinated charging strategy considering V2G and battery degradation

JA Manzolli, JPF Trovão, CH Antunes - Energy, 2022 - Elsevier
The trend for the decarbonization of the transportation sector, contributing to climate change
mitigation, has driven the accelerated deployment of electric buses in cities. However …

Evaluating electric bus operation for a real-world BRT public transportation using simulation optimization

MT Sebastiani, R Lüders… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Growing concerns with environmental issues have resulted in alternatives for urban mobility
and public transportation. Among the available options, battery-powered electric buses have …