A systematic review and meta-analysis of machine learning, deep learning, and ensemble learning approaches in predicting EV charging behavior

E Yaghoubi, E Yaghoubi, A Khamees, D Razmi… - … Applications of Artificial …, 2024 - Elsevier
Abstract Machine learning (ML) and deep learning (DL) have enabled algorithms to
autonomously acquire knowledge from data, facilitating predictive and decision-making …

A review of machine learning approaches for electric vehicle energy consumption modelling in urban transportation

X Zhang, Z Zhang, Y Liu, Z Xu, X Qu - Renewable Energy, 2024 - Elsevier
Global warming and carbon emissions have drawn attention to the need to decarbonize
transport. Promoting electric vehicles (EVs) has become an important strategy towards this …

Energy-saving speed profile planning for a connected and automated electric bus considering motor characteristic

J Ji, Y Bie, H Shi, L Wang - Journal of Cleaner Production, 2024 - Elsevier
Speed profiles play an important impact on the operational energy consumption of electric
buses (EBs). In this study, an eco-driving method is proposed for a connected and …

En-route charge scheduling for an electric bus network: Stochasticity and real-world practice

Z Zeng, T Wang, X Qu - Transportation Research Part E: Logistics and …, 2024 - Elsevier
Bus electrification, with its high energy conversion efficiency and zero tailpipe emissions,
has a significant impact on addressing the petroleum crisis and lowering carbon emissions …

A comprehensive review of the incorporation of electric vehicles and renewable energy distributed generation regarding smart grids

M Ntombela, K Musasa, K Moloi - World Electric Vehicle Journal, 2023 - mdpi.com
Power grids of the future will likely incorporate more renewable energy distributed
generation (REDG), also known as alternative energy systems. REDG units are increasingly …

Optimal configuration of dynamic wireless charging facilities considering electric vehicle battery capacity

S Liu, DZW Wang, Q Tian, YH Lin - Transportation Research Part E …, 2024 - Elsevier
Dynamic wireless charging facilities deployed on the road network offer an effective
charging method to alleviate the electric vehicle users' range anxiety and thus facilitate the …

Collaborative vehicle-crew scheduling for multiple routes with a mixed fleet of electric and fuel buses

Y Cong, Y Bie, Z Liu, A Zhu - Energy, 2024 - Elsevier
Since some fuel buses have not yet reached their retirement age, many cities still have a mix
of fuel buses and electric buses (EBs) operating. This study focuses on multiple bus routes …

Routing and charging optimization for electric bus operations

W Zhang, J Liu, K Wang, L Wang - Transportation Research Part E …, 2024 - Elsevier
The transition to alternative energy sources and the adoption of on-demand operating
modes in urban bus systems are crucial steps towards reducing carbon footprints and …

Introduction to energy-efficient vehicles for sustainable transportion: Transitions and challenges

VP Singh, A Kumar, CS Meena… - Energy efficient …, 2024 - taylorfrancis.com
This chapter provides a detailed examination of energy-efficient automobiles as an essential
element of sustainable transportation. This chapter highlights the environmental, economic …

Optimizing electric vehicle operations for a smart environment: a comprehensive review

M Tarafdar-Hagh, K Taghizad-Tavana… - Energies, 2023 - mdpi.com
The transportation sector is one of the main contributors to the emission of greenhouse
gases globally, and the electrification of this sector can significantly reduce the emission of …