Machine Learning-Based Management of Electric Vehicles Charging: Towards Highly-Dispersed Fast Chargers

Machine Learning-Based Management of Electric Vehicles Charging: Towards Highly-Dispersed Fast Chargers

<p dir="ltr">Coordinated charging of electric vehicles (EVs) improves the overall efficiency of the power grid as it avoids distribution system overloads, increases power quality, and decreases voltage fluctuations. Moreover, the coordinated charging supports flattening the load prof...

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Bibliographic Details
Main Author: Mostafa Shibl (18810412) (author)
Other Authors: Loay Ismail (18810415) (author), Ahmed Massoud (16875996) (author)
Published: 2020
Subjects:
Engineering
Automotive engineering
Electrical engineering
Electronics, sensors and digital hardware
Information and computing sciences
Data management and data science
Machine learning
coordinated electric vehicles charging
cyber-physical systems (CPSs)
Decision Tree (DT)
Deep Neural Network (DNN)
lectric vehicles charging stations (EVCS)
K-Nearest Neighbors (KNN)
Long Short-Term Memory (LSTM)
machine learning (ML)
Naïve Bayes (NB)
power rating (PR)
Random Forest (RF)
Recurrent Neural Networks (RNN)
smart grid
Support Vector Machine (SVM)
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