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Scalable probabilistic estimates of electric vehicle charging given observed driver behavior
To prepare for rapid growth in global electric vehicle adoption, grid and policy planners
depend on detailed forecasts of future charging demand. In this paper we propose a novel …
depend on detailed forecasts of future charging demand. In this paper we propose a novel …
Artificial deep neural network enables one-size-fits-all electric vehicle user behavior prediction framework
As greener mobility becomes the norm with the advent of electric vehicles (EVs), a natural
question arises: how big of a change are we seeing in terms of the stochastic energy …
question arises: how big of a change are we seeing in terms of the stochastic energy …
Charging station cluster load prediction: Spatiotemporal multi-graph fusion technology
T **e, X Yun, G Zhang, H Li, K Zhang… - … and Sustainable Energy …, 2024 - Elsevier
In recent years, single-station charging load prediction technology for electric vehicles has
gradually matured, but there are few prediction studies at the charging station cluster level …
gradually matured, but there are few prediction studies at the charging station cluster level …
The risk of dissolution of sustainable innovation ecosystems in times of crisis: The electric vehicle during the COVID-19 pandemic
Innovation ecosystems evolve and adapt to crises, but what are the factors that stimulate
ecosystem growth in spite of dire circumstances? We study the arduous path forward of the …
ecosystem growth in spite of dire circumstances? We study the arduous path forward of the …
[HTML][HTML] Planning charging stations for 2050 to support flexible electric vehicle demand considering individual mobility patterns
With the widespread adoption of electric vehicles (EVs), it is crucial to plan for charging in a
way that considers both EV driver behavior and the electricity grid's demand. Here, we …
way that considers both EV driver behavior and the electricity grid's demand. Here, we …
Battery versus infrastructure: Tradeoffs between battery capacity and charging infrastructure for plug-in hybrid electric vehicles
Battery systems and charging infrastructures are essential, cost intense, and partly
interchangeable building blocks of electric mobility. Although both building blocks are …
interchangeable building blocks of electric mobility. Although both building blocks are …
Large-scale scenarios of electric vehicle charging with a data-driven model of control
Transportation electrification is forecast to bring millions of new electric vehicles to roads
worldwide this decade. Planning to support those vehicles depends on detailed scenarios of …
worldwide this decade. Planning to support those vehicles depends on detailed scenarios of …
[HTML][HTML] A novel two-phase location analytics model for determining operating station locations of emerging air taxi services
Air taxi is a new and emerging form of urban air mobility (UAM) for reducing traffic
congestion in metropolitan cities by providing on-demand aviation services to millions of …
congestion in metropolitan cities by providing on-demand aviation services to millions of …
The identification of mobility types on a national level
Current transport systems are not sufficiently sustainable and equitable, making the
development of effective interventions indispensable. An intervention's effectiveness …
development of effective interventions indispensable. An intervention's effectiveness …
Understanding Consumer Adoption of Light-Duty Electric Vehicles: An Interdisciplinary Literature Review
The present paper focuses on the adoption of light-duty electric vehicles (EVs),
encompassing a comprehensive review and summary analysis of the existing research in …
encompassing a comprehensive review and summary analysis of the existing research in …