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Guidelines for the use of different least-squares techniques to the identification of induction motors (Articolo in rivista)
- Type
- Label
- Guidelines for the use of different least-squares techniques to the identification of induction motors (Articolo in rivista) (literal)
- Anno
- 2003-01-01T00:00:00+01:00 (literal)
- Alternative label
Vittorio Cecconi, Maurizio Cirrincione, Marcello Pucci (2003)
Guidelines for the use of different least-squares techniques to the identification of induction motors
in Electrical engineering research report
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- Vittorio Cecconi, Maurizio Cirrincione, Marcello Pucci (literal)
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- http://www.eerr.unina.it (literal)
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- Rivista
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
- ISSIA-CNR, uos di Palermo
Università di Palermo (literal)
- Titolo
- Guidelines for the use of different least-squares techniques to the identification of induction motors (literal)
- Abstract
- This paper summarises the activity developed at CE.RI.S.E.P.-C.N.R. (Research Centre of Electrical Power Systems of the National Research Council) about the application of Least-Squares techniques to the on-line and off-line identification of induction motors. In particular it describes some guidelines for proper use of Ordinary Least-Squares (OLS) for on-line estimation of electrical parameters in induction motors supplied either by the grid or by a power converter in high performance adjustable speed drives. In addition it shows the application of OLS to the estimation of the electrical parameters of the induction motor at stand-still. Finally it describes the employment of a novel neuron, the TLS EXIN neuron, to the on-line estimation of the electrical parameters of the induction motor, especially in noisy environments, which is proved both theoretically and numerically. Some guidelines are also given for a proper application of Least-Squares techniques to the different cases. (literal)
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