Selective Harmonic Elimination of PWM AC/AC Voltage Controller Using Hybrid RGA-PS Approach
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33093
Selective Harmonic Elimination of PWM AC/AC Voltage Controller Using Hybrid RGA-PS Approach

Authors: A. K. Al-Othman, Nabil A. Ahmed, A. M. Al-Kandari, H. K. Ebraheem

Abstract:

Selective harmonic elimination-pulse width modulation techniques offer a tight control of the harmonic spectrum of a given voltage waveform generated by a power electronic converter along with a low number of switching transitions. Traditional optimization methods suffer from various drawbacks, such as prolonged and tedious computational steps and convergence to local optima; thus, the more the number of harmonics to be eliminated, the larger the computational complexity and time. This paper presents a novel method for output voltage harmonic elimination and voltage control of PWM AC/AC voltage converters using the principle of hybrid Real-Coded Genetic Algorithm-Pattern Search (RGA-PS) method. RGA is the primary optimizer exploiting its global search capabilities, PS is then employed to fine tune the best solution provided by RGA in each evolution. The proposed method enables linear control of the fundamental component of the output voltage and complete elimination of its harmonic contents up to a specified order. Theoretical studies have been carried out to show the effectiveness and robustness of the proposed method of selective harmonic elimination. Theoretical results are validated through simulation studies using PSIM software package.

Keywords: PWM, AC/AC voltage converters, selectiveharmonic elimination, direct search method, pattern search method, Real-coded Genetic algorithms, evolutionary algorithms andoptimization.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1057109

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 3317

References:


[1] M. Marchesoni and M. Mazzucchelli, "Multilevel Converter for High Power AC Drives: A Review," Presented at IEEE International Symposium on Industrial Electronics, ISIE'93, 1993.
[2] J. S. Lai and F. Z. Peng, "Multilevel Converter-A New Breed of Power Converters," IEEE Trans. Ind. Appl., Vol. 32, pp. 509-517, 1996.
[3] H. Akagi, "The State-of-the-Art of Power Electronics in Japan," IEEE Trans. Power Electron, Vol. 13, pp. 345-356, 1998.
[4] Y. Xiao, B. Wu, F. Dewinter, and R. Sotudeh, "A Dual GTO Current Source Converter Topology with Sinusoidal Inputs for High Power Applications," Presented at Applied Power Electronics Conference and Exposition, 1997.
[5] L. Xu and L. Ye, "Analysis of a Novel Stator Winding Structure Minimizing Harmonic Current and Torque Ripple for Dual Six-Step Converter-Fed High Power AC Machines," IEEE Trans. Ind. Appl. , Vol. 31, pp. 84-90, 1995.
[6] A. V. Jouanne and H. Zhang, "A Dual-Bridge Inverter Approach to Eliminating Common Mode Voltage and Bearing and Leakage Currents," Presented at Power Electronics Specialists Conference, 1997.
[7] M. H. Rashid, Power Electronics: Circuits, Devices and Applications, 2nd Ed: Upper Saddle River, New Jersey, Prentice-Hall, 1993.
[8] F. G. Turnbull, "Selected Harmonic Reduction in Static DC-AC Inverters," IEEE Trans. Commun. Electron, Vol. 83, pp. 374-378, 1964.
[9] H. S. Patel and R. G. Hoft, "Generalized Techniques of Harmonic Elimination and Voltage Control in Thyristor Inverters: Part I-Harmonic Elimination," IEEE Trans. Ind. Applicat., Vol. IA-9, pp. 310-317, 1973.
[10] H. S. Patel and R. G. Hoft, "Generalized Techniques of Harmonic Elimination and Voltage Control in Thyristor Inverters: Part II-Voltage Control Techniques," IEEE Trans. Ind. Applicat., Vol. IA-10, pp. 666-673, 1974.
[11] I. J. Pitel, "Spectral Errors in the Application of Pulse-Width Modulated Waveforms," Presented at IEEE Industrial Applications Soc., 1980.
[12] D. G. Holmes and T. A. Lipo, Pulse Width Modulation for Power Converters Principles and Practice: New York: IEEE, 2003.
[13] S. R. Bowes, "Advanced Regular-Sampled PWM Control Techniques for Drives and Static Power Converters," IEEE Trans. Ind. Electron., Vol. 42, pp. 367-373, 1995.
[14] J. R. Wells, B. M. Nee, M. Amrhein, P. T. Krein, and P. L. Chapman, "Low-Cost Single-Phase Powered Induction Machine Drive for Residential Applications," Presented at Applied Power Electronics Conf., 2004.
[15] S. R. Bowes and P. R. Clark, "Regular-Sampled Harmonic-Elimination PWM Control of Inverter Drives," IEEE Trans. Power Electron., Vol. 10, pp. 521-531, 1995.
[16] J. Sun, S. Beineke, and H. Grotstollen, "Optimal PWM based on Real-Time Solution of Harmonic Elimination Equations," IEEE Trans. Power Electron., Vol. 11, pp. 612-621, 1996.
[17] E. Falkenauer, Genetic Algorithms and Grouping Problems. New York: Wiley, 1997.
[18] D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Reading, Mass.; Harlow: Addison-Wesley, 1989.
[19] Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs, 3rd Rev. and Extended Ed. Berlin; New York: Springer-Verlag, 1996.
[20] D. Whitley, "The Genitor Algorithm and Selection Pressure: Why Rank-Based Allocation of Reproductive Trials is Best," Presented at Proc. ICGA 3, 1989.
[21] J. E. Baker, "Reducing Bias and Inefficiency in the Selection Algorithm," Presented at ICGA, 1987.
[22] A. H. Wright, "Genetic Algorithms for Real Parameter Optimization," presented at Foundations of Genetic Algorithms, (Edited by Gregory J. E. Rawlins), Morgan Kaufman, 1991.
[23] H. M├╝hlenbein and D. Schlierkamp-Voosen, "Predictive Models for the Breeder Genetic Algorithm: I. Continuous Parameter Optimization," Evolutionary Computation, Vol. 1, pp. 25-49, 1993.
[24] R. M. Lewis, V. Torczon, and M. W. Trosset, "Direct Search Methods: Then and Now," Journal of Computational and Applied Mathematics, Vol. 124, pp. 191-207, 2000.