Analytical Versus Neural Real-Time Simulation of a Photovoltaic Generator Based on a DC–DC Converter (Articolo in rivista)

Type

• Prodotto della ricerca (Classe)
• Articolo in rivista (Classe)

Label

• Analytical Versus Neural Real-Time Simulation of a Photovoltaic Generator Based on a DC–DC Converter (Articolo in rivista) (literal)

Anno

• 2010-01-01T00:00:00+01:00 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi

• 10.1109/TIA.2010.2072975 (literal)

Alternative label

• M. C. Di Piazza, M. Pucci, A. Ragusa, G. Vitale (2010)
  Analytical Versus Neural Real-Time Simulation of a Photovoltaic Generator Based on a DC–DC Converter
  in IEEE transactions on industry applications
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• M. C. Di Piazza, M. Pucci, A. Ragusa, G. Vitale (literal)

Pagina inizio

• 2501 (literal)

Pagina fine

• 2510 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 6 (literal)

Rivista

• IEEE transactions on industry applications (Rivista)

Note

• ISI Web of Science (WOS) (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• CNR -- National Research Council of Italy ISSIA section of Palermo (literal)

Titolo

• Analytical Versus Neural Real-Time Simulation of a Photovoltaic Generator Based on a DC–DC Converter (literal)

Abstract

• This paper presents a simulator of a photovoltaic (PV) field where the current–voltage characteristic is obtained either with a fully analytical model or with a numerical model based on a growing neural gas (GNG) network. The power stage is obtained with a dc–dc buck converter driven by the current– voltage–irradiance–temperature relation of the PV array. The improvements introduced here, with respect to previous works, are the following: 1) the mathematical model is given as a continuous surface in the irradiance domain; 2) a relation between temperature and irradiance is obtained by least square regression method; 3) the thermal constant of the PV field is introduced; and 4) an experimental prototype of higher rating has been devised and constructed. For both approaches, a more performing control technique of the converter has been used. Finally, a PV simulator prototype is experimentally tested. Some criteria for a suitable choice between the proposed approaches and the benefits obtainable by the use of the GNG are put into evidence. (literal)

Prodotto di

• Institute of intelligent systems for automation (ISSIA) (Istituto)
• Convertitori, attuatori e azionamenti elettrici (SP.P03.011.001) (Modulo)

Autore CNR

• GIANPAOLO VITALE (Unità di personale interno)
• MARCELLO PUCCI (Unità di personale interno)
• ANTONELLA RAGUSA (Persona)
• MARIA CARMELA DI PIAZZA (Persona)

Insieme di parole chiave

• Keywords of "Analytical Versus Neural Real-Time Simulation of a Photovoltaic Generator Based on a DC–DC Converter" (Insieme di parole chiave)

Incoming links:

Prodotto

• Institute of intelligent systems for automation (ISSIA) (Istituto)
• Convertitori, attuatori e azionamenti elettrici (SP.P03.011.001) (Modulo)

Autore CNR di

• MARIA CARMELA DI PIAZZA (Persona)
• MARCELLO PUCCI (Unità di personale interno)
• GIANPAOLO VITALE (Unità di personale interno)
• ANTONELLA RAGUSA (Persona)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• IEEE transactions on industry applications (Rivista)

Insieme di parole chiave di

• Keywords of "Analytical Versus Neural Real-Time Simulation of a Photovoltaic Generator Based on a DC–DC Converter" (Insieme di parole chiave)