[HTML][HTML] Construction of analytical models for driving energy consumption of electric buses through machine learning

KC Lin, CN Lin, JJC Ying - Applied sciences, 2020 - mdpi.com
In recent years, the Taiwan government has been calling for the use of public transportation
and has been popularizing pollution-reducing green vehicles. Passenger transport …

Identifying the electricity-saving driving behaviors of electric bus based on trip-level electricity consumption: a machine learning approach

S Nan, F Liao, T Li, H Chen, J Sun - Environmental Science and Pollution …, 2023 - Springer
Electric buses (EBs) are gaining popularity worldwide as a more sustainable and eco-
friendly alternative to diesel buses (DBs). Electricity-saving driving plays a crucial role in …

[HTML][HTML] Estimating energy consumption of battery electric vehicles using vehicle sensor data and machine learning approaches

W Achariyaviriya, W Wongsapai, K Janpoom… - Energies, 2023 - mdpi.com
Transport electrification, which entails replacing fossil fuel-powered engines with electric
drivetrains through the use of electric vehicles (EVs), has been identified as a potential …

[HTML][HTML] Prediction of electric buses energy consumption from trip parameters using deep learning

T Pamuła, D Pamuła - Energies, 2022 - mdpi.com
The energy demand of electric buses (EBs) is a very important parameter that should be
considered by transport companies when introducing electric buses into the urban bus fleet …

Data-Driven Approach for Estimating Energy Consumption of Electric Buses under On-Road Operation Conditions

X Zhou, K An, W Ma - Journal of Transportation Engineering, Part A …, 2023 - ascelibrary.org
The transformation of diesel buses into battery-powered electric buses for public
transportation has become a global trend. The ability to evaluate the energy consumption of …

[HTML][HTML] Investigating the influential factors in real-world energy consumption of battery electric vehicles

K Janpoom, P Suttakul, W Achariyaviriya… - Energy Reports, 2023 - Elsevier
The transportation industry is undergoing a major shift towards electrification to mitigate
carbon emissions and decrease reliance on fossil fuels in response to global climate …

[HTML][HTML] 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 …

Analysis and estimation of energy consumption of electric buses using real-world data

Z Zhang, B Ye, S Wang, Y Ma - Transportation Research Part D: Transport …, 2024 - Elsevier
With the increasing popularity of electric buses (EBs), accurate estimation of the trip-level
energy consumption of EBs has become increasingly essential. In this paper, an effective …

Machine Learning-based Energy Consumption models for Battery Electric Trucks

EH Gonzalez, J Garrido, M Barth… - … Conference & Expo …, 2023 - ieeexplore.ieee.org
Efforts to transition the heavy-duty vehicle sector from conventional diesel trucks to battery
electric trucks (BETs) have generated vast interest in understanding the energy demand of …

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 …