Integrated generation systems (IGSs) are todayincreasingly considered to exploit renewable energy in order tosupply load for remote areas, less developed countries and smallisolated communities. The IGS investigated in this paper enclosea PV park with battery energy storage system and this configurationis considered as case study for the campus called Cittadellaat the University of Catania. A novel cloud distributed toolboxfor the purpose of an optimal energy dispatch management byusing Wavelet Recurrent Neural Networks (WRNN) predictorsand Graphic Processing Units (GPU) parallel solutions in theIGS considered as case study is proposed. Results coming fromthe implementation of the proposed cloud architecture are herepresented.

A novel cloud-distributed toolbox for optimal energy dispatch management from renewables in IGSs by using WRNN predictors and GPU parallel solutions / Bonanno, F; Capizzi, G; Lo Sciuto, G; Napoli, C; Pappalardo, G; Tramontana, E. - (2014), pp. 1077-1084. (Intervento presentato al convegno 2014 International Symposium on Power Electronics, Electrical Drives, Automation and Motion, SPEEDAM 2014 tenutosi a Ischia; Italy) [10.1109/SPEEDAM.2014.6872127].

A novel cloud-distributed toolbox for optimal energy dispatch management from renewables in IGSs by using WRNN predictors and GPU parallel solutions

Napoli C
;
2014

Abstract

Integrated generation systems (IGSs) are todayincreasingly considered to exploit renewable energy in order tosupply load for remote areas, less developed countries and smallisolated communities. The IGS investigated in this paper enclosea PV park with battery energy storage system and this configurationis considered as case study for the campus called Cittadellaat the University of Catania. A novel cloud distributed toolboxfor the purpose of an optimal energy dispatch management byusing Wavelet Recurrent Neural Networks (WRNN) predictorsand Graphic Processing Units (GPU) parallel solutions in theIGS considered as case study is proposed. Results coming fromthe implementation of the proposed cloud architecture are herepresented.
2014
2014 International Symposium on Power Electronics, Electrical Drives, Automation and Motion, SPEEDAM 2014
Integrated Generation System; renewable energy; cloud computing
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
A novel cloud-distributed toolbox for optimal energy dispatch management from renewables in IGSs by using WRNN predictors and GPU parallel solutions / Bonanno, F; Capizzi, G; Lo Sciuto, G; Napoli, C; Pappalardo, G; Tramontana, E. - (2014), pp. 1077-1084. (Intervento presentato al convegno 2014 International Symposium on Power Electronics, Electrical Drives, Automation and Motion, SPEEDAM 2014 tenutosi a Ischia; Italy) [10.1109/SPEEDAM.2014.6872127].
File allegati a questo prodotto
File Dimensione Formato  
Bonanno_A-novel-cloud-distributed_2014.pdf

solo gestori archivio

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 1.01 MB
Formato Adobe PDF
1.01 MB Adobe PDF   Contatta l'autore
VE_2014_11573-1328591.pdf

solo gestori archivio

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 999.82 kB
Formato Adobe PDF
999.82 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/11573/1328591
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 35
  • ???jsp.display-item.citation.isi??? 14
social impact