Machine Learning Based PEVs Load Extraction and Analysis

Machine Learning Based PEVs Load Extraction and Analysis

Transformation of the energy sector due to the appearance of plug-in electric vehicles (PEVs) has faced the researchers with challenges in recent years. The foremost challenge is uncertain behavior of a PEV that hinders operators determining a deterministic load profile. Load forecasting of PEVs is...

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Bibliographic Details
Main Authors: Amin Mansour-Saatloo, Arash Moradzadeh, Behnam Mohammadi-Ivatloo, Ali Ahmadian, Ali Elkamel
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Electronics
Subjects:
plug-in electric vehicle (PEV)
load forecasting
machine learning
generalized regression neural network (GRNN)
Online Access:https://www.mdpi.com/2079-9292/9/7/1150

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