[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 …

[HTML][HTML] Assessing the impact of cornering losses on the energy consumption of electric city buses

CJJ Beckers, IJM Besselink, H Nijmeijer - Transportation Research Part D …, 2020 - Elsevier
In view of the increasing electrification of public city transport, an accurate energy
consumption prediction for Battery Electric Buses (BEBs) is essential. Conventional …

Energy consumption prediction for electric city buses

CJJ Beckers, IJM Besselink, JJM Frints… - 13th ITS European …, 2019 - research.tue.nl
Similar to electric vehicles for the consumer market, the driving range of battery electric city
buses is still a limiting factor for market adoption. Furthermore, this driving range can vary …

Development and validation of energy demand uncertainty model for electric city buses

J Vepsäläinen, K Kivekäs, K Otto, A Lajunen… - … Research Part D …, 2018 - Elsevier
The prediction of electric city bus energy demand is crucial in order to estimate operating
costs and to size components such as the battery and charging systems. Unfortunately, there …

Towards efficient battery electric bus operations: A novel energy forecasting framework

S Würtz, K Bogenberger, U Göhner, A Rupp - World Electric Vehicle …, 2024 - mdpi.com
As the adoption of battery electric buses (BEBs) in public transportation systems grows, the
need for precise energy consumption forecasting becomes increasingly important. Accurate …

Energy consumption prediction for electric vehicles based on real-world data

C De Cauwer, J Van Mierlo, T Coosemans - Energies, 2015 - mdpi.com
Electric vehicle (EV) energy consumption is variable and dependent on a number of external
factors such as road topology, traffic, driving style, ambient temperature, etc. The goal of this …

Modeling of energy losses during cornering for electric city buses

CJJ Beckers, IJM Besselink… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
Accurate energy consumption prediction is essential for optimal operation of battery electric
buses. Conventional prediction algorithms do not consider energy losses during turning of …

Predicting Energy Consumption of Battery-Operated Electric Vehicles: A Comparative Performance Assessment

D Paul, H Mo, S Elsayed… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Predicting the real-time energy consumption of battery-operated electric vehicles (BEVs)
remains criticalin identifying energy-efficient routes and charging stations. However …

A hybrid on-line approach for predicting the energy consumption of electric buses based on vehicle dynamics and system identification

Y Pan, W Fang, Z Ge, C Li, C Wang, B Guo - Energy, 2024 - Elsevier
Energy consumption modeling for electric vehicles is conducive to achieving eco-driving
optimization and alleviating driver 'range anxiety'. However, it remains challenging due to …

Sensitivity analysis for energy demand estimation of electric vehicles

J Asamer, A Graser, B Heilmann, M Ruthmair - … Research Part D: Transport …, 2016 - Elsevier
We present a sensitivity analysis for a mechanical model, which is used to estimate the
energy demand of battery electric vehicles. This model is frequently used in literature, but its …