A Neural Inverse Control of a PEM-FC System by the Generalized Mapping Regressor (GMR) (Contributo in atti di convegno)

Type

• Prodotto della ricerca (Classe)
• Contributo in atti di convegno (Classe)

Label

• A Neural Inverse Control of a PEM-FC System by the Generalized Mapping Regressor (GMR) (Contributo in atti di convegno) (literal)

Anno

• 2008-01-01T00:00:00+01:00 (literal)

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

• 10.1109/08IAS.2008.154 (literal)

Alternative label

• Marsala, G.; Bouquin, D. ; Pukrushpan, J.T. ; Pucci, M. ; Cirrincione, G. ; Vitale, G. ; Miraoui, A. (2008)
  A Neural Inverse Control of a PEM-FC System by the Generalized Mapping Regressor (GMR)
  in Industry Applications Society Annual Meeting, 2008. IAS '08. IEEE, Edmonton, Alta, 5-9 Oct. 2008
  (literal)

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

• Marsala, G.; Bouquin, D. ; Pukrushpan, J.T. ; Pucci, M. ; Cirrincione, G. ; Vitale, G. ; Miraoui, A. (literal)

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

• http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=4658942&contentType=Conference+Publications&searchField%3DSearch_All%26queryText%3DA+Neural+Inverse+Control+of+a+PEM-FC+System+by+the+Generalized+Mapping+Regressor+.LB.GMR.RB. (literal)

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

• Univ. de Technol. de Belfort-Montbeliard (UTBM), Belfort (literal)

Titolo

• A Neural Inverse Control of a PEM-FC System by the Generalized Mapping Regressor (GMR) (literal)

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

• 978-1-4244-2279-1 (literal)

Abstract

• This paper deals with the air management subsystem in fuel cell systems (FCS). It proposes to use a feedforward control action for improving a classical PI control of the FCS for preventing oxygen starvation by using the control scheme suggested by Kawato. This paper therefore, proposes the application of a recent neural network scheme, the GMR (Generalized Mapping Regressor Mapping) to implement a static feedforward controller, which is obtained with the inversion of the FCS model. The idea, for the air management subsystem, is to use a feedforward for optimising a classical PI control of the FCS for preventing oxygen starvation. This control system has been implemented both in numerical simulation and experimentally adopting a properly devised FCS in which the FC stack is realized by a buck-converter (emulator), that is by using a hardware-in-the-loop experimental rig. (literal)

Prodotto di

• Institute of intelligent systems for automation (ISSIA) (Istituto)

Autore CNR

• MARCELLO PUCCI (Unità di personale interno)
• GIANPAOLO VITALE (Unità di personale interno)
• GIUSEPPE MARSALA (Persona)

Insieme di parole chiave

• Parole chiave di "A Neural Inverse Control of a PEM-FC System by the Generalized Mapping Regressor (GMR)" (Insieme di parole chiave)

Incoming links:

Prodotto

• Institute of intelligent systems for automation (ISSIA) (Istituto)

Autore CNR di

• MARCELLO PUCCI (Unità di personale interno)
• GIANPAOLO VITALE (Unità di personale interno)
• GIUSEPPE MARSALA (Persona)

Insieme di parole chiave di

• Parole chiave di "A Neural Inverse Control of a PEM-FC System by the Generalized Mapping Regressor (GMR)" (Insieme di parole chiave)