Catalogo Articoli (Spogli Riviste)

OPAC HELP

Titolo:
Application of neural networks for direct torque control
Autore:
Orille, AL; Sowilam, GMA;
Titolo Testata:
COMPUTERS & INDUSTRIAL ENGINEERING
fascicolo: 1-2, volume: 37, anno: 1999,
pagine: 391 - 394
SICI:
0360-8352(199910)37:1-2<391:AONNFD>2.0.ZU;2-#
Fonte:
ISI
Lingua:
ENG
Keywords:
induction motor; DTC; neural networks toolbox; MATLAB SIMULINK; modeling and simulation;
Tipo documento:
Article
Natura:
Periodico
Settore Disciplinare:
Engineering, Computing & Technology
Citazioni:
9
Recensione:
Indirizzi per estratti:
Citazione:
A.L. Orille e G.M.A. Sowilam, "Application of neural networks for direct torque control", COM IND ENG, 37(1-2), 1999, pp. 391-394

Abstract

This paper presents the use of a multi-layer neural network to emulate thetraditional switching look up table method for induction motor Direct Torque Control (DTC) obtaining optimal switching patterns. The complete system simulation of the DTC including induction motor, inverter switch, firing circuit and control unit is done using the MATLAB/SIMULINK program. After choosing the best type of neural network, which represents the switching lookup table, a suitable neural network configuration is deduced and then tested. Then the neural network is tested as a part of the DTC in order to know its stability and its reliability. Finally, the simulation results of the DTCusing the switching lookup table and the DTC using the neural network are compared. (C) 1999 Elsevier Science Ltd. All rights reserved.

ASDD Area Sistemi Dipartimentali e Documentali, Università di Bologna, Catalogo delle riviste ed altri periodici
Documento generato il 21/09/20 alle ore 06:30:19