Radionov A.A., Maklakov A.S., Jing Tao Using of Particle Swarm Optimization for Selective Harmonic Elimination Technique

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Abstract

Solving of nonlinear transcendental equations with multiple solutions is a complex task of selective harmonic elimination pulse-width modulation (SHEPWM) technique for multilevel converters. SHEPWM technique making use of particle swarm optimization (PSO) is considered in this paper. PSO includes varied inertia weight in each iterative procedure in order to decrease falling into the local optimum and improve the algorithm robustness to achieve the global optimum of the solution space. The developed implementation makes it possible to calculate several combinations of switching angles, which is rather difficult to obtain by traditional methods of optimization. The article shows the results of offline calculation of the switching angles to exclude low order harmonics. Research results are simulated and tested by modeling for a three-level neutral point clamped converter. Simulation results show that the above mentioned approach effectively eliminates the specified lower order harmonics, whereas the switching angle trajectory and total harmonic distortion (THD) of output voltage are different. The research results can be used to design SHEPWM algorithms for three-level converters.

Keywords

Power electronics, selective harmonic elimination, particle swarm optimization, total harmonic distortion.

Andrey A. Radionov

D.Sc. (Engineering), Professor, Department of Mechatronics and Automation, South-Ural State University, Chelyabinsk, Russia. E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it..

Alexandr S. Maklakov

Ph.D. (Engineering), Associate Professor, Department of Mechatronics and Automation, South-Ural State University, Chelyabinsk, Russia. E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it..

Jing Tao

Postgraduate Student, Department of Mechatronics and Automation, South-Ural State University, Chelyabinsk, Russia.

1. J. Rodriguez, Jih-Sheng Lai and Fang Zheng Peng. Multilevel inverters: a survey of topologies, controls, and applications. IEEE Transactions on Industrial Electronics, vol. 49, no. 4, pp. 724-738, (2002).

2. Jih-Sheng Lai and Fang Zheng Peng. Multilevel inverters-a new breed of power converters. IEEE Transactions on Industry Applications, vol. 32, no. 3, pp. 509-517, (1996).

3. B. Wu, High-Power Converters and AC Drives. New York: Wiley-IEEE Press, (2006).

4. S. Kouro et al., “Recent Advances and Industrial Applications of Multilevel inverters. IEEE Transactions on Industrial Electronics, vol. 57, no. 8, pp. 2553-2580, (2010).

5. L.M. Tolbert, Fang Zheng Peng and T.G. Habetler. Multilevel inverters for large electric drives. IEEE Transactions on Industry Applications, vol. 35, no. 1, pp. 36-44, (1999).

6. J.M. Carrasco et al. Power-Electronic Systems for the Grid Integration of Renewable Energy Sources: A Survey. IEEE Transactions on Industrial Electronics, vol. 53, no. 4, pp. 1002-1016, (2006).

7. D.G. Holmes and T.A. Lipo. Pulse Width Modulation for Power Converters. Piscataway, NJ: IEEE Press, (2003).

8. N.S. Hasan et al. Reviews on Multilevel inverter and Modulation Techniques. Renewable and Sustainable Energy Reviews, vol. 80, pp. 163-174, (2017).

9. Z. Du, L. M. Tolbert and J. N. Chiasson. Harmonic elimination for multilevel inverter with programmed PWM method. in 39th IEEE Industry Applications Society Annual Meeting, Seattle, WA, vol.4, pp. 2210-2215, (2004).

10. H.S. Patel and R.G. Hoft. Generalized Techniques of Harmonic Elimination and Voltage Control in Thyristor Inverters: Part I--Harmonic Elimination, IEEE Transactions on Industry Applications, vol. IA-9, no. 3, pp. 310-317, (1973).

11. Chunhui Wu, Qirong Jiang and Chunpeng Zhang. An optimization method for three-level selective harmonic eliminated pulse width modulation (SHEPWM). in International Conference on Electrical Machines and Systems, Nanjing, vol. 2, pp. 1346–1350, (2005).

12. J.N. Chiasson, L.M. Tolbert, K.J. McKenzie and Zhong Du. Elimination of harmonics in a multilevel inverter using the theory of symmetric polynomials and resultants. IEEE Transactions on Control Systems Technology, vol. 13, no. 2, pp. 216-223, (2005).

13. J.N. Chiasson, L.M. Tolbert, K.J. McKenzie and Zhong Du. Control of a multilevel inverter using resultant theory. IEEE Transactions on Control Systems Technology, vol. 11, no. 3, pp. 345-354, (2003).

14. B. Ozpineci, L.M. Tolbert and J.N. Chiasson. Harmonic optimization of multilevel inverters using genetic algorithms. IEEE Power Electronics Letters, vol. 3, no. 3, pp. 92-95, (2005).

15. A.I. Maswood and S. Wei. Genetic-algorithm-based solution in PWM converter switching. IEE Proceedings - Electric Power Applications, vol. 152, no. 3, pp. 473–478, (2005).

16. B. Ozpineci, L. M. Tolbert and J. N. Chiasson. Harmonic optimization of multilevel inverters using genetic algorithms. IEEE Power Electronics Letters, vol. 3, no. 3, pp. 92-95, (2005).

17. H. Taghizadeh and M. Tarafdar Hagh. Harmonic elimination of multilevel inverters using particle swarm optimization. in IEEE International Symposium on Industrial Electronics, Cambridge, U.K., pp. 393-396, (2008).

18. J. Kennedy and R. Eberhart. Particle swarm optimization. Proceedings of International Conference on Neural Networks, vol. 4, pp. 1942-1948, (1995).

19. M. Clerc and J. Kennedy. The particle swarm - explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation, vol. 6, no. 1, pp. 58-73, (2002).

20. J.N. Chiasson, L.M. Tolbert, K.J. McKenzie and Zhong Du. A complete solution to the harmonic elimination problem. IEEE Transactions on Power Electronics, vol. 19, no. 2, pp. 491-499, (2004).

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