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Recursive Least Square Algorithm based Selective Current Harmonic Elimination in PMBLDC Motor Drive

by V. M.Varatharaju, B L Mathur, K.Udhayakumar
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 30 - Number 4
Year of Publication: 2011
Authors: V. M.Varatharaju, B L Mathur, K.Udhayakumar
10.5120/3629-5066

V. M.Varatharaju, B L Mathur, K.Udhayakumar . Recursive Least Square Algorithm based Selective Current Harmonic Elimination in PMBLDC Motor Drive. International Journal of Computer Applications. 30, 4 ( September 2011), 32-38. DOI=10.5120/3629-5066

@article{ 10.5120/3629-5066,
author = { V. M.Varatharaju, B L Mathur, K.Udhayakumar },
title = { Recursive Least Square Algorithm based Selective Current Harmonic Elimination in PMBLDC Motor Drive },
journal = { International Journal of Computer Applications },
issue_date = { September 2011 },
volume = { 30 },
number = { 4 },
month = { September },
year = { 2011 },
issn = { 0975-8887 },
pages = { 32-38 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume30/number4/3629-5066/ },
doi = { 10.5120/3629-5066 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:16:06.376430+05:30
%A V. M.Varatharaju
%A B L Mathur
%A K.Udhayakumar
%T Recursive Least Square Algorithm based Selective Current Harmonic Elimination in PMBLDC Motor Drive
%J International Journal of Computer Applications
%@ 0975-8887
%V 30
%N 4
%P 32-38
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper describes the concept of adaptive current harmonic elimination for the permanent magnet brushless dc (PMBLDC) motor drive. Selective harmonic elimination pulse-width modulation (SHE-PWM) techniques offer a tight control of the harmonic spectrum of a given voltage/current waveform generated by a power electronic converter. In the proposed recursive mean square (RMS) adaptive filtering algorithm, the reference input is adaptively selected and subtracted from the line current. The reference is containing harmonics to be eliminated and correlated in some unknown way with the distorted line current. The weights of adaptive filter are adjusted to totally eliminate the component with undesired frequency. An important feature of RLS algorithm is that it utilizes the information contained in the input data. The simulation results demonstrate the good performance of the proposed algorithm in eliminating selected harmonics in the drive line current.

References
  1. Johan Hamman and Frederik S. Van Der Merwe, “Voltage Harmonics Generated by Voltage-Fed Inverters Using PWM Natural Sampling”, IEEE Transactions on Power Electronics, vol.3, no.1, pp. 297-302, July 1988.
  2. T.J.E.Miller, Brushless Permanent Magnet and Reluctance Motor Drives (Oxford Science Publication, UK, 1989).
  3. P. Pillay and P. Freere, Literature survey of permanent magnet ac motors and drives”, Proc. IEEE IAS Rec., 1989, pp. 74–84.
  4. Bhim Singh and Sanjeev Singh, State of the Art on Permanent Magnet Brushless DC Motor Drives”, Journal of Power Electronics, vol. 9, no.1, January 2009, pp.1-17.
  5. R.Krishnan and A.J. Beutler, “Performance and design of an axial field permanent magnet synchronous motor servo drive”, Proceedings of IEEE IAS Annual Meeting, 1985, pp.634-640.
  6. L. Xu and V.G. Agelidis, “VSC transmission system using flying capacitor multilevel converters and hybrid PWM control,” IEEE Trans. on Power Delivery, Vol. 22, No. 1, pp. 693-702, Jan. 2007.
  7. T. Kato, “Sequential homotopy-based computation of multiple solutions for selected harmonic elimination in PWM inverters,” IEEE Trans. Circuits Systems I, vol. 46, no. 5, pp. 586–593, May 1999.
  8. J. Chiasson, L. M. Tolbert, K. McKenzie, and Z. Du, “A complete solution to the harmonic elimination problem,” IEEE Trans. Power Electron., vol. 19, no. 2, pp. 491–499, Mar. 2004.
  9. V. G. Agelidis, A. Balouktsis, and I. Balouktsis, “On applying a minimization technique to the harmonic elimination PWM control: The bipolarwaveform,” IEEE Power Electron. Lett., vol. 2, no. 2, pp. 41–44, Jun. 2004.
  10. F. Swift and A. Kamberis, “A new Walsh domain technique of harmonic elimination and voltage control in pulse-width modulated inverters,” IEEE Trans. Power Electron., vol. 8, no. 2, pp. 170–185, Apr. 1993.
  11. T. J. Liang, R. M.O’Connell, and R. G. Hoft, “Inverter harmonic reduction usingWalsh function harmonic elimination method,” IEEE Trans. Power Electron., vol. 12, no. 6, pp. 971–982, Nov. 1997.
  12. J. R. Wells, B. M. Nee, P. L. Chapman, and P. T. Krein, “Optimal harmonic elimination control,” Proc. IEEE Power Electron. Spec. Conf., 2004, pp. 4214–4219.
  13. B. Ozpineci, L. M. Tolbert, and J. N. Chiasson, “Harmonic optimization of multilevel converters using genetic algorithms,” IEEE Power Electron. Lett., vol. 3, pp. 92–95, Sep. 2005.
  14. M. S. A. Dahidah and V. G. Agelidis, “A hybrid genetic algorithm for selective harmonic elimination control of a multilevel inverter with non-equal dc sources,” Proc. 6th IEEE Power Electron. Drives Syst. Conf., Kuala Lumpur, Malaysia, Nov. 2005, pp. 1205–1210.
  15. Beigei, H.S.M., and Li, C.J.,“Learning Algorithms for Neural Networks Based on Quasi-Newton Method with Self-Scaling,” ASME Transactions on Journal of Dynamic System, Measurement, and Control, Vol. 115, pp. 38-43, 1993.
  16. Moller, M. S.,”A scaled conjugate gradient algorithm for fast supervised learning” IEEE Transactions on Neural Networks, Vol. 6, No. 4, pp.524-534, 1993.
  17. Van der Smgt P. P., “Minimization methods for training feed forward neural network”, IEEE Transactions on Neural Networks, Vol. 7, No. 1, pp. 1-11, 1994.
  18. S. Haykin, Adaptive Filter Theory, 4th ed. Pearson Education, 2002.
  19. S.Sangeetha, CH.Venkatesh, S.Jeevananthan, “Selective Current Harmonic Elimination in a Current Controlled DC-AC Inverter Drive System using LMS Algorithm”, Proceedings of International conference on Computer Application in Electrical Engineering Recent Advances (CERA-2009), paper no.:333, Indian Institute of Technology, ROORKEE, 19th to 21st Feb. 2010.
  20. A.A.Girgis, W.B.Chang and E.B.Makram, A digital recursive measurement scheme for online tracking of harmonics, IEEE Trans. Power Delivery 6 (July(3)) (1991), pp. 153-1160.
Index Terms

Computer Science
Information Sciences

Keywords

Adaptive Selective Current Harmonic Elimination (ASCHE) Current harmonics Recursive Least Squares algorithm BLDC Drive

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