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Battery management for demand-response in mobile networks powered by a smart grid

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2 Citations (Scopus)

Résumé

We focus in this paper on energy management strategies for mobile networks equipped with battery storage capacity and powered by a smart grid. We consider the case where the network operator signs an incentive based demand response contract with the energy provider, in which case the former should stop using the grid if the latter tells it to do so, typically in periods of high energy consumption. The operator gets in this case a premium, e.g. in the form of a discount on its energy bill. However, if the operator fails to comply with the energy reduction requests, it would pay a penalty. We formulate the problem using Markov Decision Process (MDP) and apply dynamic programming algorithm to devise an optimal offline policy which minimizes the network operator energy expenditure, by indicating to it when to buy energy and when to operate its network on the smart grid or on its own energy storage. We also show how the operator should manage its battery in order to respond to the energy provider requests to stop consuming from the grid at high electricity load.

langue originaleAnglais
titre2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2018
EditeurInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronique)9781538660096
Les DOIs
étatPublié - 18 déc. 2018
Evénement29th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2018 - Bologna, Italie
Durée: 9 sept. 2018 → 12 sept. 2018

Série de publications

NomIEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC
Volume2018-September
ISSN (imprimé)2166-9570
ISSN (Electronique)2166-9589

Une conférence

Une conférence29th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2018
Pays/TerritoireItalie
La villeBologna
période9/09/18 → 12/09/18

SDG des Nations Unies

Ce résultat contribue à ou aux Objectifs de développement durable suivants

  1. SDG 7 - Énergie abordable et propre
    SDG 7 Énergie abordable et propre

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