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A systematic review and meta-analysis of machine learning, deep learning, and ensemble learning approaches in predicting EV charging behavior
Abstract Machine learning (ML) and deep learning (DL) have enabled algorithms to
autonomously acquire knowledge from data, facilitating predictive and decision-making …
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
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 …
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 …
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
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 …
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
Power grids of the future will likely incorporate more renewable energy distributed
generation (REDG), also known as alternative energy systems. REDG units are increasingly …
generation (REDG), also known as alternative energy systems. REDG units are increasingly …
Optimal configuration of dynamic wireless charging facilities considering electric vehicle battery capacity
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 …
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 …
of fuel buses and electric buses (EBs) operating. This study focuses on multiple bus routes …
Routing and charging optimization for electric bus operations
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 …
modes in urban bus systems are crucial steps towards reducing carbon footprints and …
Introduction to energy-efficient vehicles for sustainable transportion: Transitions and challenges
This chapter provides a detailed examination of energy-efficient automobiles as an essential
element of sustainable transportation. This chapter highlights the environmental, economic …
element of sustainable transportation. This chapter highlights the environmental, economic …
Optimizing electric vehicle operations for a smart environment: a comprehensive review
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 …
gases globally, and the electrification of this sector can significantly reduce the emission of …