In energy distribution systems, uncertainty is the major single cause of power outages. In this paper, we consider the usage of electric batteries in order to mitigate it. We describe an intelligent battery able to maximize its own lifetime while guaranteeing to satisfy all the electric demand peaks. The battery exploits a customized steady-state evolution strategy to dynamically adapt its recharge strategy to changing environments. Experimental results on both synthetic and real data demonstrate the efficacy of the proposed solution.

Adaptive Batteries Exploiting On-Line Steady-State Evolution Strategy / Fadda, Edoardo; Perboli, Guido; Squillero, Giovanni. - STAMPA. - 10199:(2017), pp. 329-341. ((Intervento presentato al convegno European Conference on the Applications of Evolutionary Computation tenutosi a Amsterdam [10.1007/978-3-319-55849-3_22].

Adaptive Batteries Exploiting On-Line Steady-State Evolution Strategy

FADDA, EDOARDO;PERBOLI, GUIDO;SQUILLERO, GIOVANNI
2017

Abstract

In energy distribution systems, uncertainty is the major single cause of power outages. In this paper, we consider the usage of electric batteries in order to mitigate it. We describe an intelligent battery able to maximize its own lifetime while guaranteeing to satisfy all the electric demand peaks. The battery exploits a customized steady-state evolution strategy to dynamically adapt its recharge strategy to changing environments. Experimental results on both synthetic and real data demonstrate the efficacy of the proposed solution.
978-3-319-55848-6
978-3-319-55849-3
File in questo prodotto:
File Dimensione Formato  
2017-evoenergy.pdf

non disponibili

Descrizione: Editor's copy
Tipologia: Altro materiale allegato
Licenza: Non Pubblico - Accesso privato/ristretto
Dimensione 1.2 MB
Formato Adobe PDF
1.2 MB Adobe PDF   Visualizza/Apri   Richiedi una copia
Pubblicazioni consigliate

Caricamento pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11583/2669704
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo