Daily electric vehicle charging load profiles considering demographics of vehicle users
Sign Up to like & getrecommendations! Published in 2020 at "Applied Energy"
DOI: 10.1016/j.apenergy.2020.115063
Abstract: Abstract Travel pattern of an electric vehicle (EV) user and the accuracy of their probability distribution models are the key factors affecting the simulation and prediction of EV charging load. Most of the existing works… read more here.
Keywords: load profiles; electric vehicle; charging load; travel pattern ... See more keywords
Short-term charging load prediction study of electric vehicle charging stations based on K-Medoids clustering and multi-factor optimization decomposition
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-13180-3
Abstract: The strong randomness and high volatility of electric vehicle charging behaviour make the accuracy of short-term charging load prediction at charging stations low. Effective electric vehicle charging station charging load prediction is the key to… read more here.
Keywords: load; electric vehicle; charging load; usepackage ... See more keywords
Multi-mode collaborative optimization of electric vehicle charging load characteristics in tourist cities: An Anshun case study
Sign Up to like & getrecommendations! Published in 2025 at "AIP Advances"
DOI: 10.1063/5.0290732
Abstract: This study developed an electricity consumption behavior model for electric vehicles during tourist and non-tourist seasons in Anhui based on the probability density algorithm. The daily load characteristics of three charging modes—regular charging, fast-charging, and… read more here.
Keywords: fast charging; load; charging load; load characteristics ... See more keywords
Reliability Evaluation of Electric Vehicle Sharing Considering Charging Load Transfer in a Distribution Network Containing Microgrids
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3385497
Abstract: Vehicle-sharing services are now integrating electric vehicles (EVs) into their sharing systems. Electric vehicle sharing (EVS) is a convenient and cost-effective approach to reducing the use of internal combustion engine vehicles and improving traffic flow.… read more here.
Keywords: load; distribution network; charging load; load transfer ... See more keywords
Mobility-Aware Electric Vehicle Fast Charging Load Models With Geographical Price Variations
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Transportation Electrification"
DOI: 10.1109/tte.2020.3025738
Abstract: We study the traffic patterns as well as the charging patterns of a population of cost-minimizing EV owners traveling and charging within a transportation network equipped with fast charging stations (FCSs). Specifically, we study how… read more here.
Keywords: charging load; mobility aware; fast charging; load ... See more keywords
Research on electric vehicle charging load prediction method based on spectral clustering and deep learning network
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Energy Research"
DOI: 10.3389/fenrg.2024.1294453
Abstract: With the increasing prominence of environmental and energy issues, electric vehicles (EVs) as representatives of clean energy vehicles have experienced rapid development in recent years, and the charging load has also exhibited statistical characteristics. Accurate… read more here.
Keywords: load; charging load; research; spectral clustering ... See more keywords
Electric Vehicle Charging Load Forecasting Based on K-Means++-GRU-KSVR
Sign Up to like & getrecommendations! Published in 2024 at "World Electric Vehicle Journal"
DOI: 10.3390/wevj15120582
Abstract: The accurate short-term forecasting of an electric vehicle (EV) load is crucial for the reliable operation of a power grid and for effectively reducing energy consumption. Due to the fluctuations in EV charging loads, particularly… read more here.
Keywords: load; electric vehicle; load forecasting; charging load ... See more keywords