An enhanced neural MRAS sensorless technique based on minor-component-analysis for induction motor drives (Contributo in atti di convegno)

Type

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

Label

• An enhanced neural MRAS sensorless technique based on minor-component-analysis for induction motor drives (Contributo in atti di convegno) (literal)

Anno

• 2005-01-01T00:00:00+01:00 (literal)

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

• 10.1109/ISIE.2005.1529181 (literal)

Alternative label

• M. Cirrincione , M. Pucci , G. Cirrincione , G. A. Capolino (2005)
  An enhanced neural MRAS sensorless technique based on minor-component-analysis for induction motor drives
  in ISIE 05 (International Symposium on Industrial Electronics), Dubrovnik, Croatia, 20-23 June
  (literal)

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

• M. Cirrincione , M. Pucci , G. Cirrincione , G. A. Capolino (literal)

Note

• ISI Web of Science (WOS) (literal)

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

• ISSIA-CNR, uos di Palermo University of Belfort, France University of Picardie, France (literal)

Titolo

• An enhanced neural MRAS sensorless technique based on minor-component-analysis for induction motor drives (literal)

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

• 0-7803-8738-4 (literal)

Abstract

• This paper proposes a new sensorless technique for induction motor drives based on a hybrid MRAS-neural technique. This MRAS method is an improvement of an already developed neural MRAS based sensorless method. In this paper the open-loop integration in the reference model is performed by an improved adaptive neural integrator. The adaptive model is based on a more accurate discrete current model and is trained on-line by a generalized least squares technique, the MCA EXIN + neuron, in which a parameterized learning algorithm is used. As a consequence, the speed estimation presents an improved convergence with higher accuracy and shorter settling time, because of the better transient behaviour of the neuron. A test bench has been set up to verify the methodology experimentally and the results prove its goodness at very low speeds ( below 4rad/s) and in zero-speed operation. (literal)

Editore

• The Institute of Electrical and Electronics Engineers (IEEE) (Editore)

Prodotto di

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

Autore CNR

• MARCELLO PUCCI (Persona)

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 (Persona)

Editore di

• The Institute of Electrical and Electronics Engineers (IEEE) (Editore)