Linear Neural Networks applied to Power Converters and AC Electrical Drives (Contributo in atti di convegno)

Type
Label
  • Linear Neural Networks applied to Power Converters and AC Electrical Drives (Contributo in atti di convegno) (literal)
Anno
  • 2013-01-01T00:00:00+01:00 (literal)
Alternative label
  • M. Cirrincione, G. Cirrincione, M. Pucci, G. Vitale (2013)
    Linear Neural Networks applied to Power Converters and AC Electrical Drives
    in International Conference on Renewable Energy and Power Quality (ICREPQ'13), Bilbao (Spain), Bilbao (Spain), 20-22 of March 2013.
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • M. Cirrincione, G. Cirrincione, M. Pucci, G. Vitale (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url
  • http://www.icrepq.com (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • ISSIA - CNR University of Technology of Belfort-Montbéliard (UTBM), Belfort, France University of Picardie Jules Verne (UPJV), Amiens, France (literal)
Titolo
  • Linear Neural Networks applied to Power Converters and AC Electrical Drives (literal)
Abstract
  • This contribution wants to show some recent applications of neural networks in the field of power electronics, with particular emphasis on the sensorless control of AC drives and examines improvements that can be attained when using linear neural networks. At first it presents some theoretical aspects of linear neural networks, particularly the TLS EXIN neuron. Then it describes some original applications in electrical drives and power quality as follows: 1) least square and neural identification of electrical machines 2) neural sensorless control of AC drives 3)neural enhanced single-phase DG system with APF capability Simulation and experimental results are provided to validate the theories. (literal)
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