scholarly journals Spatial Load Prediction Considering Spatiotemporal Distribution of Electric Vehicle Charging Load

2021 ◽  
Vol 256 ◽  
pp. 01001
Author(s):  
Xiang Gao ◽  
Lingyan Wei ◽  
Bing Wang ◽  
Guiru Chen ◽  
Xiaoyue Wu
Keyword(s):  
Electric Vehicle ◽  
Electric Vehicles ◽  
Large Scale ◽  
Distribution Network ◽  
Prediction Method ◽  
Temporal Distribution ◽  
Load Prediction ◽  
Electric Vehicle Charging ◽  
Urban Distribution ◽  
Vehicle Charging

In view of the influence of large-scale electric vehicle access to the distribution network on spatial load prediction, this paper proposes a spatial load prediction method for urban distribution network considering the spatial and temporal distribution of electric vehicle charging load. Firstly, electric vehicles are classified according to charging mode and travel characteristics of various types of vehicles. Secondly, the probability distribution function is fitted to the travel rules of electric vehicles according to the travel survey and statistical data of residents. Then, the model of electric vehicle travel chain is constructed, and the charging load in different regions and different times is calculated by Monte Carlo method. Finally, based on the actual data of a certain area, the predicted spatial load values of different functional communities in one day are obtained, which can provide reference for future urban distribution network planning.

scholarly journals A probabilistic approach to combining smart meter and electric vehicle charging data to investigate distribution network impacts

2015 ◽  
Vol 157 ◽  
pp. 688-698 ◽  
Author(s):  
Myriam Neaimeh ◽  
Robin Wardle ◽  
Andrew M. Jenkins ◽  
Jialiang Yi ◽  
Graeme Hill ◽  
...  
Keyword(s):  
Electric Vehicle ◽  
Distribution Network ◽  
Probabilistic Approach ◽  
Smart Meter ◽  
Electric Vehicle Charging ◽  
Vehicle Charging

scholarly journals Optimal Placement of Electric Vehicle Charging Stations in the Active Distribution Network

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 68124-68134 ◽  
Author(s):  
Muhammad Zulqarnain Zeb ◽  
Kashif Imran ◽  
Abraiz Khattak ◽  
Abdul Kashif Janjua ◽  
Anamitra Pal ◽  
...  
Keyword(s):  
Electric Vehicle ◽  
Distribution Network ◽  
Optimal Placement ◽  
Active Distribution Network ◽  
Electric Vehicle Charging ◽  
Vehicle Charging ◽  
Charging Stations
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