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Enriching Electric Power Quality by using Bee Algorithm in Shunt Active Filters


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DOI: https://doi.org/10.15866/iremos.v7i4.1834

Abstract


The application of soft computing technique is growing fast in the area of power electronics and drives. The Bee optimization technique is considered as a new technique for power-quality (PQ) devices. The main objective of this paper is to present the Bee optimization method and Multiple Synchronous Reference Frame (MSRF) Theory in cascaded multilevel inverter for harmonic elimination. The foremost aim in Selective Harmonic Elimination Pulse Width Modulation (SHEPWM) strategy is eliminating low-order harmonics, while the fundamental component is satisfied. In this paper, the Bee algorithm (BA) and MSRF theory is applied to a 9-level cascaded multilevel inverter using MATLAB software. The BA is based on the food foraging manners of a swarm of honeybees and it performs a neighborhood search joint with a random search. This method has higher accuracy and possibility of convergence. Simulation results prove supremacy of BA over MSRF theory in attaining perfect overall minima and higher convergence rate. Finally their results are compared and verified for a distorted three phase power system utility.
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Keywords


Shunt Active Power Filter; Bee Algorithm (BA); Multiple Synchronous Reference Frame (MSRF); Selective Harmonic Elimination (SHE); Total Harmonic Distortion (THD); Power Factor

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References


Ouchatti, A., Abbou, A., Akherraz, M., Taouni, A., Three-phase shunt active filter with compensation of reactive power, (2014) International Review on Modelling and Simulations (IREMOS), 7 (1), pp. 22-29.

Parithimar Kalaignan, T., Senthilkumar, J., Suresh, Y., A novel dissociated current control technique for harmonic minimization in non-linear loads, (2014) International Review on Modelling and Simulations (IREMOS), 7 (1), pp. 125-131.

Ibrahim, Z., Abu Hasim, A.S., Talib, M.H.N., Mustafa, R., Performance investigation of active power filter under non-linear loads variation, (2014) International Review of Electrical Engineering (IREE), 9 (2), pp. 414-419.

Ayoub Kavousi, Behrooz Vahidi, Reza Salehi, Mohammad Kazem Bakhshizadeh, Naeem Farokhnia, and Hamid Fathi. S, Application of the Bee Algorithm for Selective Harmonic Elimination Strategy in Multilevel Inverters, IEEE Transactions on Power Electronics, VOL. 27, NO. 4, pp. 1689-1696, APRIL 2012

Ganesh Kumar Venayagamoorthy, Keith A.Corzine, Peng Xiao, Seven Level Shunt Active Power Filter for High-Power Drive Systems, IEEE Transactions on Power Electronics, Vol.24, No.1, pp.6-13, January 2009.
http://dx.doi.org/10.1109/TPEL.2008.2005897

Q. Song and W. Liu, Control of a cascade STATCOM with star configuration under unbalanced conditions, IEEE Transactions on Power Electronics, vol. 24, no. 1, pp. 45–58, Jan. 2009.
http://dx.doi.org/10.1109/TPEL.2008.2009172

N. Flourentzou, V. G. Agelidis, and G. D. Demetriades, VSC-based HVDC power transmission systems: An overview, IEEE Trans. Power Electron., vol. 24, no. 3, pp. 592–602, Mar. 2009.
http://dx.doi.org/10.1109/TPEL.2008.2008441

M. Hagiwara, K. Nishimura, and H. Akagi, A medium-voltage motor drive with a modular multilevel PWM inverter, IEEE Trans. Power Electron., vol. 25, no. 7, pp. 1786–1799, Jul. 2010.
http://dx.doi.org/10.1109/TPEL.2010.2042303

A. Kaviani, S. H. Fathi, N. Farokhnia, and A. Ardakani, PSO, an effective tool for harmonics elimination and optimization in multilevel inverters, in Proc. 4th IEEE Conf. Ind. Electron. Appl.,May 25–27, 2009, pp. 2902–2907.

W. Fei, X. Ruan, and B. Wu, A generalized formulation of quarter-wave symmetry SHE-PWM problems for multilevel inverters, IEEE Trans. Power Electron., vol. 24, no. 7, pp. 1758–1766, Jul. 2009.
http://dx.doi.org/10.1109/TPEL.2009.2018094

M. T. Hagh, H. Taghizadeh, and K. Razi, Harmonic minimization in multilevel inverters using modified species-based particle swarm optimization, IEEE Trans. Power Electron., vol. 24, no. 10, pp. 2259–2267, Oct. 2009.
http://dx.doi.org/10.1109/TPEL.2009.2022166

W. Fei, X. Du, and B.Wu, A generalized half-wave symmetry SHE-PWM formulation for multilevel voltage inverters, IEEE Trans. Ind. Electron., vol. 57, no. 9, pp. 3030–3038, Sep. 2010.
http://dx.doi.org/10.1109/TIE.2009.2037647

T. Tang, J. Han, and X. Tan, Selective harmonic elimination for a cascade multilevel inverter, in Proc. IEEE Int. Symp. Ind. Electron., Jul. 2006, vol. 2, pp. 977–981.

R. Salehi, N. Farokhnia, M. Abedi, and S. H. Fathi, Elimination of low order harmonics in multilevel inverter using genetic algorithm, J. Power Electron., vol. 11, no. 2, pp. 132–139, Mar. 2011.
http://dx.doi.org/10.6113/JPE.2011.11.2.132

M. S. A. Dahidah and V. G. Agelidis, Selective harmonic elimination PWM control for cascaded multilevel voltage source converters: A generalized formula, IEEE Trans. Power Electron., vol. 23, no. 4, pp. 1620–1630, Jul. 2008.
http://dx.doi.org/10.1109/TPEL.2008.925179

Tedjini, H., Meslem, Y., Guichiche, M., Safa, A., Rahli, M., Experimental evaluation of time harmonic detection methods for shunt active power filter, (2013) International Review of Electrical Engineering (IREE), 8 (1), pp. 33-38.

Kamal Al-Haddad, Singh. B, Singh. B. N., Chandra. A, An Improved Control Algorithm of Shunt Active Filter Voltage Regulation, Harmonic Elimination, Power-Factor Correction, and Balancing of Non-Linear Loads, IEEE Transaction on Power Electronics 15 No. 3 (May 2004), 495–507.

Nabae. A, Takahashi. I, Akagi. H, A New Neutral-Point Clamped PWM Inverter, IEEE Transaction on Industry Applications, 17 No. 5 (Sep/Oct 1981), 518–523.

D. T. Pham, S.Otari, A. Adidy, M. Mahmuddin, andH.Al-Jabbouli, Data clustering using the bees algorithm, in Proc. 40th College Int. pour la Recherche en Productique Int. Manuf. Syst. Semin., 2007.

L. Ozbakir, A. Baykasoglu, and P. Tapkan, Bees algorithm for generalized assignment problem, Appl. Math. Comput., vol. 215, pp. 3782–3795, 2010.
http://dx.doi.org/10.1016/j.amc.2009.11.018

Vanjani, H., Choudhury, U.K., Different control strategies applied for active power filter, (2013) International Review of Automatic Control (IREACO), 6 (3), pp. 280-285.

Sridevi, T., Ramesh Reddy, K., Harmonic mitigation and comparison in a 15-bus network with combined hybrid active filter using SRF and pq-algorithms, (2014) International Review of Automatic Control (IREACO), 7 (2), pp. 233-239.


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