[HTML][HTML] 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 estimates of energy consumption stop by stop of bus lines… capable of the analysis of
large datasets—“big data”. This … is done using real-world data provided by bus authorities of …

[HTML][HTML] 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
… offered to estimate the energy consumption of electric buses usinganalyses, this paper
outlines the key variables in electric bus … By using this testbed, the generated real-world data was …

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
data collection and a summary of the driving and energy consumption data of the electric
buses… Section 3 illustrates the data processing and methodology used in this study. We present …

Hybrid electric buses fuel consumption prediction based on real-world driving data

R Sun, Y Chen, A Dubey, P Pugliese - Transportation Research Part D …, 2021 - Elsevier
… to estimate the fuel consumption of transit buses can be divided into summary or estimation
… VSP is an evaluation metric for vehicle energy consumption and emissions. As stated in …

Energy consumption analysis and prediction of electric vehicles based on real-world driving data

J Zhang, Z Wang, P Liu, Z Zhang - Applied Energy, 2020 - Elsevier
… , including electric taxis, electric buses, electric sanitation vehicles and electric logistics …
( x ) is the trip range used for the historical EC R b past ( x ) estimation, which is set as 40 km …

[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
… concern is energy consumption estimation that related to … applied to assess battery aging
for real-world e-buses [23]. To … This paper aims to analyze battery performance when a bus

Prediction of electric bus energy consumption with stochastic speed profile generation modelling and data driven method based on real-world big data

P Li, Y Zhang, Y Zhang, K Zhang - Applied Energy, 2021 - Elsevier
… multiple linear regression model to estimate the energy consumption of EVs by considering
analysis with the model built in this study. In this case study, multiple comparison analysis

[HTML][HTML] Trip energy consumption estimation for electric buses

J Ji, Y Bie, Z Zeng, L Wang - Communications in Transportation Research, 2022 - Elsevier
… the TEC accordingly, and sensitivity analysis is performed on trip travel time, curb weight,
and ambient temperature; (ii) in the real-world data used in this study, the minimum and …

[HTML][HTML] A prediction model for battery electric bus energy consumption in transit

H Abdelaty, M Mohamed - Energies, 2021 - mdpi.com
analysis for the BEB energy consumption model using the … model to estimate BEB energy
consumption under different vehicular… our model using these two methods: real-world data and …

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
bus (DB) and electric bus by using the field data of 630 bus … (OBD) data on a diesel Euro V
bus in real-world scenarios, and … difference in energy efficiency estimation Özener and Özkan […