Optimizing daily operation of battery energy storage systems under real-time pricing schemes
Financiación FP7 / Fp7 Funds
Resumen: Modernization of electricity networks is currently being carried out using the concept of the smart grid; hence, the active participation of end-user consumers and distributed generators will be allowed in order to increase system efficiency and renewable power accommodation. In this context, this paper proposes a comprehensive methodology to optimally control lead-acid batteries operating under dynamic pricing schemes in both independent and aggregated ways, taking into account the effects of the charge controller operation, the variable efficiency of the power converter, and the maximum capacity of the electricity network. A genetic algorithm is used to solve the optimization problem in which the daily net cost is minimized. The effectiveness and computational efficiency of the proposed methodology is illustrated using real data from the Spanish electricity market during 2014 and 2015 in order to evaluate the effects of forecasting error of energy prices, observing an important reduction in the estimated benefit as a result of both factors: 1) forecasting error and 2) power system limitations.
Idioma: Inglés
DOI: 10.1109/TSG.2016.2602268
Año: 2017
Publicado en: IEEE transactions on smart grid 8, 1 (2017), 316-330
ISSN: 1949-3053

Factor impacto JCR: 7.364 (2017)
Categ. JCR: ENGINEERING, ELECTRICAL & ELECTRONIC rank: 10 / 260 = 0.038 (2017) - Q1 - T1
Factor impacto SCIMAGO: 2.854 - Computer Science (miscellaneous) (Q1)

Financiación: info:eu-repo/grantAgreement/EC/FP7/309048/EU/Smart and Sustainable Insular Electricity Grids Under Large-Scale Renewable Integration/SINGULAR
Financiación: info:eu-repo/grantAgreement/ES/MINECO/ENE2013-48517-C2-1-R
Tipo y forma: Article (PostPrint)
Área (Departamento): Área Ingeniería Eléctrica (Dpto. Ingeniería Eléctrica)

Creative Commons You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.


Exportado de SIDERAL (2022-02-23-11:07:59)


Visitas y descargas

Este artículo se encuentra en las siguientes colecciones:
Articles



 Record created 2022-02-23, last modified 2022-02-23


Postprint:
 PDF
Rate this document:

Rate this document:
1
2
3
 
(Not yet reviewed)