[PDF][PDF] Energy Consumption Prediction for Electric City Buses: Using Physics-Based Principles

CJJ Beckers - 2022 - research.tue.nl
DRIVEN by climate change, the present-day transportation sector is tran-sitioning to
electrically powered mobility. In this transition, the battery electric bus is a key solution that is …

Energy consumption characteristics based driving conditions construction and prediction for hybrid electric buses energy management

Y Wang, K Li, X Zeng, B Gao, J Hong - Energy, 2022 - Elsevier
The energy consumption characteristics of driving condition is very important for hybrid
electric buses energy management. In this paper, an energy consumption characteristics …

A data-driven approach for electric bus energy consumption estimation

Y Liu, H Liang - IEEE Transactions on Intelligent Transportation …, 2022 - ieeexplore.ieee.org
Along with the battery technology advancements and government policy support, the
penetration level of electric buses (EBs) in the urban public transportation system has been …

Microscopic energy consumption modelling of electric buses: model development, calibration, and validation

C Fiori, M Montanino, S Nielsen, M Seredynski… - … Research Part D …, 2021 - Elsevier
In this paper a microscopic energy consumption model of electric buses (e-Buses) is
developed, leveraging on a vast data collection campaign of e-Bus daily operations. The …

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 …

Long-term vehicle speed prediction via historical traffic data analysis for improved energy efficiency of connected electric vehicles

MR Amini, Y Feng, Z Yang… - Transportation …, 2020 - journals.sagepub.com
Connected and automated vehicles (CAVs) are expected to provide enhanced safety,
mobility, and energy efficiency. While abundant evidence has been accumulated showing …

Save or waste: Real data based energy-efficient driving

Y Huang, L Zhu, R Sun, J Yi, L Liu, TH Luan - Ieee Access, 2020 - ieeexplore.ieee.org
Energy consumption is the key to restrict the development of electric vehicles (EV), which is
heavily affected by complex driving behaviors. In this paper, we propose a classified driving …

Novel electric bus energy consumption model based on probabilistic synthetic speed profile integrated with HVAC

NA El-Taweel, A Zidan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper proposes a novel and generic model to calculate the Electric Bus Energy
Consumption (EBEC) without the need for a high-resolution speed profile data. The …

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 …

Data-driven probabilistic energy consumption estimation for battery electric vehicles with model uncertainty

A Maity, S Sarkar - International Journal of Green Energy, 2023 - Taylor & Francis
This paper presents a novel probabilistic data-driven approach to trip-level energy
consumption estimation of battery electric vehicles (BEVs). As there are very few electric …