This letter discusses stochastic optimal control of an energy storage system (ESS) for reducing the impact on the grid of fast charging of electric vehicles in a charging area. A trade off is achieved between the objectives of limiting the charging power exchanged with the grid, and the one of limiting the fluctuation, around a given reference, of the ESS energy. We show that the solution of the problem can be derived from the one of a related deterministic problem, requiring the realistic assumption that the charging area operator knows an estimate of the aggregated charging power demand over the day. In addition, two alternative configurations of the charging area are discussed, and it is shown that, while they share the same solution, one better mitigates the demand uncertainty. Numeric simulations are provided to validate the proposed approach.

Optimal Stochastic Control of Energy Storage System Based on Pontryagin Minimum Principle for Flattening PEV Fast Charging in a Service Area / Liberati, Francesco; Di Giorgio, Alessandro; Koch, Giorgio. - In: IEEE CONTROL SYSTEMS LETTERS. - ISSN 2475-1456. - 6:(2021), pp. 247-252. [10.1109/LCSYS.2021.3066155]

Optimal Stochastic Control of Energy Storage System Based on Pontryagin Minimum Principle for Flattening PEV Fast Charging in a Service Area

Liberati, Francesco
Primo
;
Di Giorgio, Alessandro
Secondo
;
Koch, Giorgio
Ultimo
2021

Abstract

This letter discusses stochastic optimal control of an energy storage system (ESS) for reducing the impact on the grid of fast charging of electric vehicles in a charging area. A trade off is achieved between the objectives of limiting the charging power exchanged with the grid, and the one of limiting the fluctuation, around a given reference, of the ESS energy. We show that the solution of the problem can be derived from the one of a related deterministic problem, requiring the realistic assumption that the charging area operator knows an estimate of the aggregated charging power demand over the day. In addition, two alternative configurations of the charging area are discussed, and it is shown that, while they share the same solution, one better mitigates the demand uncertainty. Numeric simulations are provided to validate the proposed approach.
2021
Optimal control; Pontryagin minimum principle; energy storage system; plug-in electric vehicles; fast charging control;
01 Pubblicazione su rivista::01a Articolo in rivista
Optimal Stochastic Control of Energy Storage System Based on Pontryagin Minimum Principle for Flattening PEV Fast Charging in a Service Area / Liberati, Francesco; Di Giorgio, Alessandro; Koch, Giorgio. - In: IEEE CONTROL SYSTEMS LETTERS. - ISSN 2475-1456. - 6:(2021), pp. 247-252. [10.1109/LCSYS.2021.3066155]
File allegati a questo prodotto
File Dimensione Formato  
Liberati_postprint_Optimal_2021.pdf

accesso aperto

Note: DOI: 10.1109/LCSYS.2021.3066155
Tipologia: Documento in Post-print (versione successiva alla peer review e accettata per la pubblicazione)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 575.93 kB
Formato Adobe PDF
575.93 kB Adobe PDF
Liberati_Optimal_2021.pdf

solo gestori archivio

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 894.87 kB
Formato Adobe PDF
894.87 kB Adobe PDF   Contatta l'autore

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: https://hdl.handle.net/11573/1525696
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 5
  • ???jsp.display-item.citation.isi??? 3
social impact