Abstract
This paper deals with the direct torque control of PMBLDC motor using hybrid (Genetic algorithm based fuzzy logic) controller to improve the performance of the control scheme. Though the conventional controllers are commonly used in practice, they have failed to perform satisfactorily under non linear conditions and parameter variations. In the proposed work, a hybrid controller (using genetic algorithm based fuzzy logic controller) is introduced to control the torque and the flux linkage angle of the PMBLDC motor. Torque error and flux linkage angle of the PMBLDC motor is fuzzified and it is auto tuned by GA to improve the dynamic characteristic. Simulation results of the conventional fuzzy logic controller are compared with the hybrid (GA based fuzzy logic) controller and the later is found to be satisfactory with improved performance.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ozturk, S.B., Toliyat, H.A.: Direct torque control of brushless dc motor with non-sinusoidal back-EMF. In: Proc. IEEE-IEMDC Biennial Meeting, Antalya, Turkey, May 3-5 (2007)
Zhong, L., Rahman, M.F., Hu, W.Y., Lim, K.W.: Analysis of direct torque control in permanent magnet synchronous motor drives. IEEE Trans. Power Electron. 12(3), 528–536 (1997)
Bay, O.F., Elmas, C., Alci, M.: Fuzzy Logic based control of a switched reluctance drive. In: Int. Aegean Conf. Electrical Machines Power Electronics, Kusadasi, Turkey, June 5-7, pp. 333–337 (1995)
Elmas, C., Akcayol, M.A.: Fuzzy logic controller based speed control of brushless DC motor. J.Polytechnic 3(3), 7–14 (2000)
Mir, S., Eibuluk, M.E., Zinger, D.S.: PI and Fuzzy estimators for tuning the stator resistance in direct torque control of induction machines. IEEE Trans. Power Electron. 13, 179–287 (1998)
Lin, C.-L., Jan, H.-Y., Shieh, N.-C.: Genetic algorithm based multiobjective PID control for a linear brushless Dc motor. Transaction on mechatronics of IEEE 8(1), 56–65 (2003)
Nasiruddin, M., Abdio, M.A., Rahman, M.A.: Real time performance evaluation of a genetic algorithm based fuzzy logic controller for IPM motor drives. IEEE Trans. on industrial applications 41(1) (January/February 2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Kaliappan, E., Sharmeela, C., Krishna, A.V.S. (2010). A High Performance Direct Torque Control of PMBLDC Motor Using Hybrid (GA Based Fuzzy Logic) Controller. In: Das, V.V., Stephen, J., Thankachan, N. (eds) Power Electronics and Instrumentation Engineering. PEIE 2010. Communications in Computer and Information Science, vol 102. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15739-4_18
Download citation
DOI: https://doi.org/10.1007/978-3-642-15739-4_18
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15738-7
Online ISBN: 978-3-642-15739-4
eBook Packages: Computer ScienceComputer Science (R0)