**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**31100

##### Neural Network Based Predictive DTC Algorithm for Induction Motors

**Authors:**
N.Vahdatifar,
Ss.Mortazavi,
R.Kianinezhad

**Abstract:**

**Keywords:**
Neural Networks,
Predictive DTC

**Digital Object Identifier (DOI):**
doi.org/10.5281/zenodo.1058731

**References:**

[1] W. Leonhard, Control of Electric Drives, Springer Verlag, Berlin, Germany, 3rd edition, 2001.

[2] P. Vas, Vector Control of AC Machines, Clarendon press, Oxford, 1990.

[3] J. H. Nash, "Direct Torque Control, Induction Motor Vector Control Without an Encoder", IEEE Transactions on Industry Applications, vol. 33, no. 2, March/April 1986, pp. 333-341.

[4] I. Takahashi, T. Noguchi, "A New Quick Response and High-Efficiency Control Strategy of an Induction Motor", IEEE Transactions on Industry Applications, vol. IA-22, no. 5, September/October1986, pp. 820-827.

[5] I. Boldea, Direct Torque and Flux Control (DTFC) of A.C. Drives: A Review, in Proceedings of EPEPEMC'2000, Vol. 1, Kosice, Slovakia, 2000, pp. 88-97.

[6] C.A. Martins, T.A. Meynard, X. Roboam, A.S. Caravalho, "A predictive sampling scale model for direct torque control of the induction machine fed by multilevel voltage-source inverter", The European Physical Journal. Applied Physics 5, 1999, pp. 51-61.

[7] T.G. Habetler, F. Profumo, M. Pastorelli, L.M. Tolbert, "Direct torque control of induction machines using space vector modulation", IEEE Transactions on Industry Applications, Volume 28, Issue 5, Sept.- Oct. 1992 pp. 1045 - 1053.

[8] J. Holtz, "The Representation of AC Machine Dynamics by Complex Signal Flow Graphs," IEEE Transactions on Industrial Electronics, vol. 42, no. 3, June 1995, pp. 263-271.

[9] J. Kley, G. Papafotiou,K. Papadopoulos,P. Bohren, M. Morari, Performance evaluation of model predictive direct torque control, in Proceedings of Power Electronics Specialists Conference, 2008, PESC 2008,, Rhodes, Greece, June 2008, pp. 4737-4744.

[10] S. Kaboli M. R. Zolghadr, D. Roye .I. Guiraud J-C. Crebier , Design and Implementation of a Predictive Controller for Reducing the Torque Ripple in Direct Torque Control Based Induction Motor Drives, in Proceedings of 35th Annual IEEE Power Electronics Specialist$ Conference, Aachen, Germany, 2004, pp. 476-481.

[11] G. Papafotiou, T. Geyer and M. Morari, Optimal Direct Torque Control of Three-Phase Symmetric Induction Motors, 43rd IEEE Conference on Decision and Control, in Proceedings of, Atlantis, Paradise Island, Bahamas, December 2004, pp. 1860-1865.

[12] M. Pacas, J. Weber, "Predictive Direct Torque Control for the PM Synchronous Machine", IEEE Transactions on Industrial Electronics, Vol. 52, No. 5, October 2005, pp. 1350 - 1356.

[13] G. Gatto, I. Marongiu, A. Serpi, A. Perfetto, A Predictive Direct Torque Control of Induction Machines, in Proceedings of SPEEDAM 2008, June 2008, Ischia, Italy, pp. 1103-1108.

[14] Rodic, M. Jezernik, k. "Lyapanov Based Predictive Dtc Algorithm For Induction Motors",Power Electronics And Applications,2009,EPE,09.13th European Conference On 8-10 Sept. 2009.

[15] S.Panta, S.Premrudeepreechacharn, S.Nuchprayoon, C.Dechthummarong, S.Janjornmanit and S.Yachiangkam, Optimal Economic Dispatch For Power Generation Using Artificial Neural Network,The 8TH International Power Engineering Conference(IPEC2007).