From driving behavior to energy consumption: A novel method to predict the energy consumption of electric bus

S Nan, R Tu, T Li, J Sun, H Chen - Energy, 2022 - Elsevier
electric buses (EBs) is essential for bus operation and management, which can effectively
mitigate the driving … method for EB, which combines driving data with road characteristics data (…

Environmental screening model of driving behavior for an electric bus entering and leaving stops

Y Zhang, R Fu, Y Guo, W Yuan - Transportation Research Part D: Transport …, 2022 - Elsevier
… topic of eco-driving strategy of EVs, but few studies have investigated … driving behavior of
electric bus drivers. The vehicle operation status and driving parameters can reflect the driving

Driving-behavior-aware stochastic model predictive control for plug-in hybrid electric buses

L Li, S You, C Yang, B Yan, J Song, Z Chen - Applied Energy, 2016 - Elsevier
… To solve this problem, a novel driving-behavior-aware modified stochastic model predictive
electric bus. Firstly, the K-means is employed to classify driving behaviors, and the driver

[HTML][HTML] A driving behavior planning and trajectory generation method for autonomous electric bus

L Yu, D Kong, X Yan - Future Internet, 2018 - mdpi.com
… few have studied the technology of autonomous busses. In this paper, we mainly propose
a framework that is applied to an autonomous electric bus successfully. For global planning, …

[HTML][HTML] A Quantitative Study on Driving Behavior Economy Based on Big Data from the Pure Electric Bus

H Liu, W Yun, B Li, M Dai, Y Wang - Sustainability, 2023 - mdpi.com
… In summary, with the measured bus operating data, this … electric bus by using weekday
driving data as the basis for constructing weekday working conditions and the weekend driving

[HTML][HTML] Safety and Economic Evaluations of Electric Public Buses Based on Driving Behavior

Y Zhou, F Guo, S Wu, W He, X Xiong, Z Chen, D Ni - Sustainability, 2022 - mdpi.com
… of electric buses based on driversbehavior. To this end, based on the remotely acquired
travel data of buses, the driving operation behavior … for the behaviors of ten drivers. The results …

The impact of e-bus satisfaction on driving behaviour: A questionnaire-based study on e-bus drivers

K Jiang, C Shao, Z Feng, Q Yue, Z Yu, S Zhu… - … research part F: traffic …, 2021 - Elsevier
… 1, the SEM of fully electric bus driversdriving behaviours is constructed with the five
exogenous potential variables of PU, PEOU, EP, TA and LE and the three endogenous potential …

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
… an extended driving range. … electricity-saving EB driving behaviors during various driving
stages, including running on road segments, entering bus stops/intersections, and exiting bus

[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
… most economical driving speed based on typical driving behavior and driving environment …
a typical driving behavior—an operator started a bus with 97% charge, after driving it normally …

[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
… This study focused on analyzing the driving behaviors that influence energy consumption
as the vehicle is driven. This required that the charging state data be cleared. …