Federated Learning Meets Contract Theory: Economic-Efficiency Framework for Electric Vehicle Networks

In this paper, we propose a novel economic-efficiency framework for an electric vehicle (EV) network to maximize the profits (i.e., the amount of money that can be earned) for charging stations (CSs). To that end, we first introduce an energy demand prediction method for CSs leveraging federated lea...

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Bibliographic Details
Main Authors: Saputra, Yuris Mulya, Nguyen, Diep N., Hoang, Dinh Thai, X. Vu, Thang, Dutkiewicz, Eryk, Chatzinotas, Symeon
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
Online Access:https://repository.ugm.ac.id/280307/1/Saputra_SV.pdf