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

CAPIZZI, GIACOMO;LO SCIUTO, GRAZIA;NAPOLI, CHRISTIAN;PAPPALARDO, Giuseppe;TRAMONTANA, EMILIANO ALESSIO
2014-01-01

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
978-1-4799-4750-8
Integrated Generation System; renewable energy; cloud computing
File in questo prodotto:
File Dimensione Formato  
A_novel_cloud-distribuited_toolbox.pdf

solo gestori archivio

Tipologia: Versione Editoriale (PDF)
Dimensione 1.01 MB
Formato Adobe PDF
1.01 MB Adobe PDF   Visualizza/Apri

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/20.500.11769/72476
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 38
  • ???jsp.display-item.citation.isi??? 14
social impact