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Electric vehicle load forecasting in distribution transformer based on Feature Engineering
Mapping Intimacies
◽
10.1109/cieec50170.2021.9510549
◽
2021
◽
Author(s):
Xin Yang
◽
Chuang Chen
◽
Wei Zhao
◽
Yingji Li
Keyword(s):
Electric Vehicle
◽
Load Forecasting
◽
Feature Engineering
◽
Distribution Transformer
◽
Vehicle Load
Download Full-text
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References
Electric Vehicle Load Forecasting using Data Mining Methods
Hybrid and Electric Vehicles Conference 2013 (HEVC 2013)
◽
10.1049/cp.2013.1914
◽
2013
◽
Cited By ~ 16
Author(s):
S. Xydas
◽
A.S. Hassan
◽
C.E. Marmaras
◽
N. Jenkins
◽
L.M. Cipcigan
Keyword(s):
Data Mining
◽
Electric Vehicle
◽
Load Forecasting
◽
Vehicle Load
◽
Mining Methods
◽
Using Data
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Internet of Things based real-time electric vehicle load forecasting and charging station recommendation
ISA Transactions
◽
10.1016/j.isatra.2019.08.011
◽
2020
◽
Vol 97
◽
pp. 431-447
◽
Cited By ~ 8
Author(s):
George F. Savari
◽
Vijayakumar Krishnasamy
◽
Jagabar Sathik
◽
Ziad M. Ali
◽
Shady H.E. Abdel Aleem
Keyword(s):
Internet Of Things
◽
Real Time
◽
Electric Vehicle
◽
Load Forecasting
◽
Charging Station
◽
Vehicle Load
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Community electric vehicle load forecasting based on time series distribution
Journal of Physics Conference Series
◽
10.1088/1742-6596/1314/1/012033
◽
2019
◽
Vol 1314
◽
pp. 012033
Author(s):
Hengjie Li
◽
Yueyang Zhu
◽
Wei Chen
◽
Junqing Lv
◽
Xianqiang Zeng
Keyword(s):
Time Series
◽
Electric Vehicle
◽
Load Forecasting
◽
Vehicle Load
Download Full-text
Electric Vehicle Load Forecasting Based on BP Neural Network
Journal of Electrical Engineering
◽
10.12677/jee.2019.71002
◽
2019
◽
Vol 07
(01)
◽
pp. 7-18
Author(s):
馨 兰
Keyword(s):
Neural Network
◽
Electric Vehicle
◽
Bp Neural Network
◽
Load Forecasting
◽
Vehicle Load
Download Full-text
Electric vehicle load forecasting: A comparison between time series and machine learning approaches
2019 1st International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED)
◽
10.1109/synergy-med.2019.8764110
◽
2019
◽
Cited By ~ 2
Author(s):
Lubos Buzna
◽
Pasquale De Falco
◽
Shahab Khormali
◽
Daniela Proto
◽
Milan Straka
Keyword(s):
Machine Learning
◽
Time Series
◽
Electric Vehicle
◽
Load Forecasting
◽
Learning Approaches
◽
Vehicle Load
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An ensemble methodology for hierarchical probabilistic electric vehicle load forecasting at regular charging stations
Applied Energy
◽
10.1016/j.apenergy.2020.116337
◽
2020
◽
pp. 116337
Author(s):
Luboš Buzna
◽
Pasquale De Falco
◽
Gabriella Ferruzzi
◽
Shahab Khormali
◽
Daniela Proto
◽
...
Keyword(s):
Electric Vehicle
◽
Load Forecasting
◽
Vehicle Load
◽
Charging Stations
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Regional Distribution Network Planning Method Based on Electric Vehicle Load Forecasting
2018 2nd IEEE Conference on Energy Internet and Energy System Integration (EI2)
◽
10.1109/ei2.2018.8582179
◽
2018
◽
Author(s):
Tianlun Han
◽
Anjia Mao
◽
Cong Chen
◽
Xiaoming Yang
◽
Shengyu Kuai
◽
...
Keyword(s):
Electric Vehicle
◽
Distribution Network
◽
Regional Distribution
◽
Load Forecasting
◽
Network Planning
◽
Planning Method
◽
Vehicle Load
◽
Distribution Network Planning
Download Full-text
Research on Electric Vehicle Ownership and Load Forecasting Methods
2020 5th International Conference on Mechanical, Control and Computer Engineering (ICMCCE)
◽
10.1109/icmcce51767.2020.00048
◽
2020
◽
Author(s):
Lixin Xu
◽
Yong Chen
◽
Yilin Wang
◽
Nan Li
◽
Qian Zong
◽
...
Keyword(s):
Electric Vehicle
◽
Load Forecasting
◽
Vehicle Ownership
◽
Forecasting Methods
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A Novel Technique for Short-Term Load Forecasting using Sequential Models and Feature Engineering
IEEE Access
◽
10.1109/access.2021.3093481
◽
2021
◽
pp. 1-1
Author(s):
Abdul Wahab
◽
Muhammad Anas Tahir
◽
Naveed Iqbal
◽
Adnan Ul-Hasan
◽
Faisal Shafiat
◽
...
Keyword(s):
Load Forecasting
◽
Feature Engineering
◽
Short Term
◽
Novel Technique
◽
Short Term Load Forecasting
◽
Sequential Models
Download Full-text
Integration of Electric Vehicle Load and Charging Infrastructure in Distribution Network
2021 IEEE Transportation Electrification Conference & Expo (ITEC)
◽
10.1109/itec51675.2021.9490169
◽
2021
◽
Author(s):
Vivienne Hui Fan
◽
Ke Meng
◽
Zhaoyang Dong
Keyword(s):
Electric Vehicle
◽
Distribution Network
◽
Charging Infrastructure
◽
Vehicle Load
Download Full-text
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