A Rotor-Flux-Oriented Vector Control of an AC Drive with an Induction Motor using the Progressive Learning Neural Network (Articolo in rivista)

Type

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

Label

• A Rotor-Flux-Oriented Vector Control of an AC Drive with an Induction Motor using the Progressive Learning Neural Network (Articolo in rivista) (literal)

Anno

• 2000-01-01T00:00:00+01:00 (literal)

Alternative label

• M. Cirrincione, M. Pucci (2000)
  A Rotor-Flux-Oriented Vector Control of an AC Drive with an Induction Motor using the Progressive Learning Neural Network
  in Electrical engineering research report
  (literal)

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

• M. Cirrincione, M. Pucci (literal)

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

• http://www.eerr.unina.it (literal)

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

• 9 (literal)

Rivista

• Electrical engineering research report (Rivista)

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

• ISSIA-CNR, uos di Palermo (literal)

Titolo

• A Rotor-Flux-Oriented Vector Control of an AC Drive with an Induction Motor using the Progressive Learning Neural Network (literal)

Abstract

• This paper presents a rotor flux estimator in a rotor-flux-oriented vector control of an ac drive with induction motor based on the use of the progressive learning neural network (PLN). This neural network has been employed for its versatility, quick learning phase and adaptive capability. By properly choosing the training set, the neural estimator is made insensitive to the variations of the rotor time constants. This neural network is particularly suitable for this task as a result of its inherent clustering capability. Various tests under conditions different from those presented in the training phase have shown that the PLN gives a satisfactory generalisation capabilty, although with fewer training data than those generally required by other supervised neural networks. (literal)

Prodotto di

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

Autore CNR

• MAURIZIO CIRRINCIONE (Unità di personale interno)
• MARCELLO PUCCI (Unità di personale interno)

Incoming links:

Prodotto

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

Autore CNR di

• MARCELLO PUCCI (Unità di personale interno)
• MAURIZIO CIRRINCIONE (Unità di personale interno)

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

• Electrical engineering research report (Rivista)