Title

Sensorless DTC of induction motor using improved neural network switching state selector controller

Journal title

Archives of Control Sciences

Yearbook

2010

Issue

No 4

Authors

Messaïf, Iqbal ; El-Madjid Berkouk ; Saadia, Nadia

Divisions of PAS

Nauki Techniczne

Publisher

Committee of Automatic Control and Robotics PAS

Date

2010

Identifier

DOI: 10.2478/v10170-010-0025-4 ; ISSN 1230-2384

Source

Archives of Control Sciences; 2010; No 4

References

Peter V. (1998), Sensorless vector and direct torque control. ; Takahashi I. (1986), A new quick-response and high-efficiency control strategy of induction motor, IEEE Trans. On. IA, 22, 5, 820. ; Bouchafaa F. (2005), Stabilization of DC link voltage using a clamping bridge in multilevel cascade, null. ; Purkait P. (2006), A new generalized space vector modulation algorithm for neutral-point-clamped multilevel converters, null. ; Holtz J. (2007), Neutral point potential balancing algorithm at low modulation index for three-level inverter medium voltage drives, IEEE Trans. on Industry Applications, 43, 3, 761. ; Messaïf I. (2007), Selection of voltage switching tables DTC of induction motor driven by three-level NPC VSI, null. ; X. del Toro (2004), Direct torque control of an induction motor using a three-level inverter and fuzzy logic, Int. Symp. on Industrial Electronics, 2, 923. ; Messaïf I. (2010), DTC strategy of an asynchronous motor fed by a photovoltaic multilevel voltage source inverter, null, 365. ; Hunt K. (1992), Neural networks for control systems-A survey, Automatica, 28, 6, 1083. ; Messaïf I. (2007), Direct torque control for induction machines using neural networks, Archives of Control Sciences, 17, 1, 5. ; Mohamadein A. (2003), A comparison between two direct torque control strategies for flux and torque ripple reduction for induction motors drives, null. ; I. Messaïf: Contrôle direct du couple d'une machine asynchrone alimentée par onduleurs multiniveaux par une approche classique et une approche neuronale. Équilibrage des tensions d'entrée des onduleurs. Ph.D thesis. Université des Sciences et de la Technologie Houari Boumediene, Alger, 2009, (in French). ; N. Celanovic: Space vector modulation and control of multilevel converters. Ph.D. thesis. Faculty of the Virginia Polytechnic Dept., 2000. ; Hornik K. (1989), Multilayer networks are universal approximations, Neural networks, 2, 359. ; Levenberg K. (1944), A method for the solution of certain problems in least squares, Quarterly of Applied Mathematics, 5, 164. ; Marquardt D. (1963), An algorithm for least squares estimation of nonlinear parameters, SIAM J. on Applied Mathematics, 11, 431. ; Mishra D. (2005), Levenberg-Marquardt learning algorithm for integrate-and-fire neuron model, Neural Information Processing-Letters and Reviews, 9, 2.