Artificial Intelligence for Electric Vehicle Infrastructure: Demand Profiling, Data Augmentation, Demand Forecasting, Demand Explainability and Charge Optimisation

Artificial Intelligence for Electric Vehicle Infrastructure: Demand Profiling, Data Augmentation, Demand Forecasting, Demand Explainability and Charge Optimisation

Electric vehicles (EVs) are advancing the transport sector towards a robust and reliable carbon-neutral future. Given this increasing uptake of EVs, electrical grids and power networks are faced with the challenges of distributed energy resources, specifically the charge and discharge requirements o...

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Bibliographic Details
Main Authors: Vidura Sumanasena, Lakshitha Gunasekara, Sachin Kahawala, Nishan Mills, Daswin De Silva, Mahdi Jalili, Seppo Sierla, Andrew Jennings
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Energies
Subjects:
artificial intelligence
electric vehicles
demand profiling
demand forecasting
demand explainability
charge optimisation
Online Access:https://www.mdpi.com/1996-1073/16/5/2245

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