Dual-layered deep learning and optimization algorithm for electric vehicles charging infrastructure planning

•A two-stage deep learning method based on ARIMA and LSTM for the optimal prediction of the EV demands.•A novel multi-objective HAG technique for the optimal placement of EVCSs within the distribution network.•Incorporating total PL and AVDI as objectives within the multi-objective HAG technique. Th...

Full description

Bibliographic Details

Published in:	International journal of electrical power & energy systems Vol. 166; p. 110545
Main Authors:	Sedhom, Bishoy E., Eladl, Abdelfattah A., Siano, Pierluigi, El-Afifi, Magda I.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.05.2025 Elsevier
Subjects:	Charging station Deep learning Electric vehicle Hybrid HAG Load forecasting Optimal EVs placement Deep learning Electric vehicle Load forecasting Optimal EVs placement Hybrid HAG Charging station
ISSN:	0142-0615
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!