Review of the energy forecasting and scheduling model for electric buses

LK Lim, Z Ab Muis, WS Ho, H Hashim, CPC Bong - Energy, 2023 - Elsevier
Electric buses are getting more interest to be implemented in the public transport sector by
different countries as a carbon mitigation strategy. However, there are a few issues with …

[HTML][HTML] Electric bus scheduling and timetabling, fast charging infrastructure planning, and their impact on the grid: A review

K Alamatsaz, S Hussain, C Lai, U Eicker - Energies, 2022 - mdpi.com
Transit agencies are increasingly embracing electric buses (EB) as an energy-efficient and
emission-free alternative to the conventional bus fleets. They are rapidly replacing …

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

J Ji, Y Bie, Z Zeng, L Wang - Communications in Transportation Research, 2022 - Elsevier
This study aims to develop a trip energy consumption (TEC) estimation model for the electric
bus (EB) fleet planning, operation, and life-cycle assessment. Leveraging the vast variations …

[HTML][HTML] Integrated optimization of charger deployment and fleet scheduling for battery electric buses

Y Wang, F Liao, C Lu - Transportation Research Part D: Transport and …, 2022 - Elsevier
Battery electric buses (BEBs) are considered effective options for sustainable mobility. Their
operational efficiency is significantly influenced by the deployment of charging infrastructure …

A hybrid method for power demand prediction of electric vehicles based on SARIMA and deep learning with integration of periodic features

F Ren, C Tian, G Zhang, C Li, Y Zhai - Energy, 2022 - Elsevier
Accurate power demand prediction of electrical vehicles (EVs) is crucial to power grid
operation. To fully utilize the existing knowledge of EVs' power demand and further improve …

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
Electric bus energy consumption prediction is conducive to bus route scheduling and
charging optimization management. However, existing prediction models do not …

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
Accurate real-time energy consumption prediction of electric buses (EBs) is essential for bus
operation and management, which can effectively mitigate the driving range anxiety while …

Data-driven analysis of battery electric vehicle energy consumption under real-world temperature conditions

D Yang, H Liu, M Li, H Xu - Journal of Energy Storage, 2023 - Elsevier
Demand for battery electric vehicles has grown significantly in recent years as global oil
prices have climbed. The current development of battery electric vehicles is still in its infancy …

The impact of electromobility in public transport: An estimation of energy consumption using disaggregated data in Santiago, Chile

F Basso, F Feijoo, R Pezoa, M Varas, B Vidal - Energy, 2024 - Elsevier
Electromobility in public transport has become a promising way to reduce environmental
pollution. Several contributions have sought to estimate the energy consumption of buses in …

HVAC operation planning for electric bus trips based on chance-constrained programming

Y Bie, Y Liu, S Li, L Wang - Energy, 2022 - Elsevier
Turning on the heating, ventilation and air-conditioning (HVAC) system is one effective
measure to improve the thermal comfort of passengers in an electric bus (EB). However, it …