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

J Ji, Y Bie, Z Zeng, L Wang - Communications in Transportation Research, 2022 - Elsevier
… In such a condition, transit operators are more concerned with the total energy consumption
of each trip, rather than the instantaneous energy consumption. Hence, the trip level

[HTML][HTML] Electric bus planning & scheduling: A review of related problems and methodologies

SSG Perumal, RM Lusby, J Larsen - European Journal of Operational …, 2022 - Elsevier
… Ceder (2011) develops an optimization framework to study the trade-off between service
level and cost. Each timetabled trip has a minimum service level requirement that includes …

Dynamic surrogate trip-level energy model for electric bus transit system optimization

A Foda, M Mohamed, M Bakr - Transportation Research …, 2023 - journals.sagepub.com
… Transit buses are considered a promising candidate for electrification. This study contributes
to the growing literature on battery-electric buses … for the calculation of trip-level BEB energy …

The effects of dynamic traffic conditions, route characteristics and environmental conditions on trip-based electricity consumption prediction of electric bus

P Li, Y Zhang, K Zhang, M Jiang - Energy, 2021 - Elsevier
… The complexity of the deployment increases as the EB network increases; hence, in
order to operate large-scale electric bus fleets well, estimation of the trip-based electricity

Trip-level energy consumption prediction model for electric bus combining Markov-based speed profile generation and Gaussian processing regression

J Jiang, Y Yu, H Min, Q Cao, W Sun, Z Zhang, C Luo - Energy, 2023 - Elsevier
… energy consumption prediction is conducive to bus route scheduling and charging … data for
electric bus. The aim of this study involves predicting bus trip-level energy consumption. Thus…

Electric bus fleet composition and scheduling

Ş Yıldırım, B Yıldız - Transportation Research Part C: Emerging …, 2021 - Elsevier
trips are operated on this network by typical 12-meter buses. … transfer levels on the
characterization of the resulting bus fleet … trip end times (time to reach the final bus stop) for all the …

Bilevel optimization for bunching mitigation and eco-driving of electric bus lines

R Lacombe, S Gros, N Murgovski… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Stochastic simulations based on real passengers and travel times data are realized for
several scenarios with different levels of bunching for a line of electric buses. Our method …

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
electricity consumption factor in kWh/km for micro-trip j; L is the driving range of micro-trip j; E
j is the electricity consumption in kWh for micro-trip j; … electricity consumption at the trip level. …

An exact solution approach for an electric bus dispatch problem

M Alvo, G Angulo, MA Klapp - … Part E: Logistics and Transportation Review, 2021 - Elsevier
… Each electric bus i ∈ V 0 starts the day with a SoC level e ̄ i and must end the day with a
SoC level no … electric buses having at least one trip assigned in the first-stage model. For each …

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

T Pamuła, D Pamuła - Energies, 2022 - mdpi.com
electric buses into the urban bus fleet. This article proposes a novel deep-learning-based
model for predicting energy consumption of an electric buslevels, and arrival times at bus