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Electric vehicle behavior modeling and applications in vehicle-grid integration: An overview
The increasing electric vehicle (EV) adoption in the context of transportation electrification
and carbon neutrality pursuit brings both new challenges and opportunities for all the …
and carbon neutrality pursuit brings both new challenges and opportunities for all the …
A review of consumer preferences of and interactions with electric vehicle charging infrastructure
This paper presents a literature review of studies that investigate infrastructure needs to
support the market introduction of plug-in electric vehicles (PEVs). It focuses on literature …
support the market introduction of plug-in electric vehicles (PEVs). It focuses on literature …
Exploring electric vehicle charging patterns: Mixed usage of charging infrastructure
This paper examines the charging behavior of 7,979 plug-in electric vehicle (PEV) owners in
California. The study investigates where people charge be it at home, at work, or at public …
California. The study investigates where people charge be it at home, at work, or at public …
[HTML][HTML] Impact of mass-scale deployment of electric vehicles and benefits of smart charging across all European countries
The mass-scale integration of electric vehicles into the power system is a key pillar of the
European energy transition agenda. Yet, the extent to which such integration would …
European energy transition agenda. Yet, the extent to which such integration would …
Charging demand prediction in Bei**g based on real-world electric vehicle data
J Zhang, Z Wang, EJ Miller, D Cui, P Liu… - Journal of Energy …, 2023 - Elsevier
The accurate estimation and prediction of charging demand play an essential role in
charging infrastructure planning, power grid laying and efficient operations. In this paper …
charging infrastructure planning, power grid laying and efficient operations. In this paper …
[HTML][HTML] Data-driven charging demand prediction at public charging stations using supervised machine learning regression methods
Plug-in Electric Vehicle (PEV) user charging behavior has a significant influence on a
distribution network and its reliability. Generally, monitoring energy consumption has …
distribution network and its reliability. Generally, monitoring energy consumption has …
A review of data sources for electric vehicle integration studies
The sales of electric vehicles (EVs) are rapidly increasing and their integration in the power
system is becoming a crucial issue. However, there is a scarcity of necessary data to derive …
system is becoming a crucial issue. However, there is a scarcity of necessary data to derive …
[HTML][HTML] The impact of plug-in behavior on the spatial–temporal flexibility of electric vehicle charging load
While electric vehicles (EVs) are expected to support decarbonizing transport, EVs can
challenge the electricity system. Investigating the EV charging load and its flexibility, eg, by …
challenge the electricity system. Investigating the EV charging load and its flexibility, eg, by …
[HTML][HTML] Analysis of residential EV energy flexibility potential based on real-world charging reports and smart meter data
The increase in the number of electric vehicles leads to an increased demand for residential
charging. While EV electric loads can have a negative impact on the power grid, they also …
charging. While EV electric loads can have a negative impact on the power grid, they also …
Forecasting electricity demand of electric vehicles by analyzing consumers' charging patterns
HB Moon, SY Park, C Jeong, J Lee - Transportation Research Part D …, 2018 - Elsevier
The spread of electric vehicles (EVs) and their increasing demand for electricity has placed
a greater burden on electricity generation and the power grid. In particular, the problem of …
a greater burden on electricity generation and the power grid. In particular, the problem of …