Journal of Electrical Engineering and Technology

The Korean Institute of Electrical Engineers (대한전기학회)
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Three-Phase Reference Current Generator Employing with Kalman Filter for Shunt Active Power Filter

  • Hasim, Ahmad Shukri Abu (Dept. of Electrical and Electronic Engineering, Universiti Pertahanan Nasional Malaysia) ;
  • Ibrahim, Zulkifilie (Faculty of Electrical Engineering, Universiti Teknikal Malaysia Melaka) ;
  • Talib, Md. Hairul Nizam (Faculty of Electrical Engineering, Universiti Teknikal Malaysia Melaka) ;
  • Dardin, Syed Mohd. Fairuz Syed Mohd. (Dept. of Electrical and Electronic Engineering, Universiti Pertahanan Nasional Malaysia)
  • Received : 2016.02.25
  • Accepted : 2016.07.18
  • Published : 2017.01.02
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Abstract

This paper presents a new technique of reference current generator based on Kalman filter (KF) estimator for three-phase shunt active power filter (APF). The stationary reference frame (d-q algorithm) is used to transform the load currents into DC component. The harmonics of load currents are extracted and the three-phase reference currents are generated using KF estimator. The work is simulated using Matlab/Simulink platform. To validate the simulation results, an experimental test-rig have been perform using real-time control dSPACE DS1104. In addition, hysteresis current control was used to generate the switching signal for the correction of the harmonics in the system. The non-linear load were constructed with three-phase rectifier which connected in series with inductor and parallel with resistor and capacitor. The results shows that the new technique of shunt APF embedded with KF is proven to eliminate the harmonics created by the non-linear load with some improvement on the total harmonics distortion (THD).

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References

  1. H. Akagi, "Active Harmonic Filters," Proceedings of the IEEE, vol. 93, pp. 2128-2141, 2005. https://doi.org/10.1109/JPROC.2005.859603
  2. F. Z. Peng, H. Akagi, and A. Nabae, "A new approach to harmonic compensation in power systems-a combined system of shunt passive and series active filters," Industry Applications, IEEE Transactions on, vol. 26, pp. 983-990, 1990. https://doi.org/10.1109/28.62380
  3. H. Rudnick, J. Dixon, and L. Moran, "Delivering clean and pure power," Power and Energy Magazine, IEEE, vol. 1, pp. 32-40, 2003.
  4. P. Fang Zheng, "Application issues of active power filters," Industry Applications Magazine, IEEE, vol. 4, pp. 21-30, 1998. https://doi.org/10.1109/2943.715502
  5. K. R. Uyyuru, M. K. Mishra, and A. Ghosh, "An Optimization-Based Algorithm for Shunt Active Filter Under Distorted Supply Voltages," Power Electronics, IEEE Transactions on, vol. 24, pp. 1223-1232, 2009. https://doi.org/10.1109/TPEL.2008.2011908
  6. L. Asiminoaei, F. Blaabjerg, and S. Hansen, "Detection is key - Harmonic detection methods for active power filter applications," Industry Applications Magazine, IEEE, vol. 13, pp. 22-33, 2007. https://doi.org/10.1109/MIA.2007.4283506
  7. T. Quoc-Nam and L. Hong-Hee, "An Advanced Current Control Strategy for Three-Phase Shunt Active Power Filters," Industrial Electronics, IEEE Transactions on, vol. 60, pp. 5400-5410, 2013. https://doi.org/10.1109/TIE.2012.2229677
  8. R. S. Herrera, P. Salmeron, J. R. Vazquez, S. P. Litran, and A. Perez, "GENERALIZED instantaneous reactive power theory in poly-phase power systems," in Power Electronics and Applications, 2009. EPE '09. 13th European Conference on, 2009, pp. 1-10.
  9. K. Kelesidis, G. Adamidis, and G. Tsengenes, "Investigation of a control scheme based on modified p-q theory for single phase single stage grid connected PV system," in Clean Electrical Power (ICCEP), 2011 International Conference on, 2011, pp. 535-540.
  10. M. A. Mulla, C. Rajagopalan, and A. Chowdhury, "Hardware implementation of series hybrid active power filter using a novel control strategy based on generalised instantaneous power theory," Power Electronics, IET, vol. 6, pp. 592-600, 2013. https://doi.org/10.1049/iet-pel.2012.0618
  11. A. Esfandiari, M. Parniani, and H. Mokhtari, "A new control strategy of shunt active filters for power quality improvement of highly and randomly varying loads," in Industrial Electronics, 2004 IEEE International Symposium on, 2004, pp. 1297-1302, vol. 2.
  12. R. R. Sawant and M. C. Chandorkar, "Methods for multi-functional converter control in three-phase fourwire systems," Power Electronics, IET, vol. 2, pp. 52-66, 2009. https://doi.org/10.1049/iet-pel:20070232
  13. P. Salmeron, R. S. Herrera, and J. R. Vazquez, "Mapping matrices against vectorial frame in the instantaneous reactive power compensation," Electric Power Applications, IET, vol. 1, pp. 727-736, 2007. https://doi.org/10.1049/iet-epa:20060256
  14. A. Bhattacharya, C. Chakraborty, and S. Bhattacharya, "Parallel-Connected Shunt Hybrid Active Power Filters Operating at Different Switching Frequencies for Improved Performance," Industrial Electronics, IEEE Transactions on, vol. 59, pp. 4007-4019, 2012. https://doi.org/10.1109/TIE.2011.2173893
  15. Y. Suresh, A. K. Panda, and M. Suresh, "Real-time implementation of adaptive fuzzy hysteresis-band current control technique for shunt active power filter," Power Electronics, IET, vol. 5, pp. 1188-1195, 2012. https://doi.org/10.1049/iet-pel.2011.0371
  16. S. K. Jain and S. N. Singh, "Harmonics estimation in emerging power system: Key issues and challenges," Electric Power Systems Research, vol. 81, pp. 1754-1766, 2011. https://doi.org/10.1016/j.epsr.2011.05.004
  17. V. M. Moreno, A. P. Lopez, and R. I. D. Garcias, "Reference current estimation under distorted line voltage for control of shunt active power filters," Power Electronics, IEEE Transactions on, vol. 19, pp. 988-994, 2004. https://doi.org/10.1109/TPEL.2004.830049
  18. J. F. Petit, G. Robles, and H. Amaris, "Predictive algorithm for harmonic mitigation in non-linear loads based on active filters," in Power Tech, 2005 IEEE Russia, 2005, pp. 1-6.
  19. J. A. Rosendo, A. Bachiller, and A. Gomez, "Application of Self-Tuned Kalman Filters to Control of Active Power Filters," in Power Tech, 2007 IEEE Lausanne, 2007, pp. 1262-1265.
  20. R. Cardoso, R. F. de Camargo, H. Pinheiro, and H. A. Grundling, "Kalman filter based synchronisation methods," Generation, Transmission & Distribution, IET, vol. 2, pp. 542-555, 2008. https://doi.org/10.1049/iet-gtd:20070281
  21. R. Panigrahi, P. C. Panda, and B. D. Subudhi, "Comparison of performances of hysteresis and dead beat controllers in active power filtering," in Sustainable Energy Technologies (ICSET), 2012 IEEE Third International Conference on, 2012, pp. 287-292.
  22. P. Regulski and V. Terzija, "Estimation of Frequency and Fundamental Power Components Using an Unscented Kalman Filter," Instrumentation and Measurement, IEEE Transactions on, vol. 61, pp. 952-962, 2012. https://doi.org/10.1109/TIM.2011.2179342
  23. J. M. Kanieski, R. Cardoso, H. Pinheiro, and H. A. Grundling, "Kalman Filter-Based Control System for Power Quality Conditioning Devices," Industrial Electronics, IEEE Transactions on, vol. 60, pp. 5214- 5227, 2013. https://doi.org/10.1109/TIE.2012.2226412
  24. H. M. Beides and G. T. Heydt, "Dynamic state estimation of power system harmonics using Kalman filter methodology," Power Delivery, IEEE Transactions on, vol. 6, pp. 1663-1670, 1991. https://doi.org/10.1109/61.97705
  25. H. Ma and A. A. Girgis, "Identification and tracking of harmonic sources in a power system using a Kalman filter," Power Delivery, IEEE Transactions on, vol. 11, pp. 1659-1665, 1996. https://doi.org/10.1109/61.517531
  26. V. Moreno, A. Pigazo, and R. I. Diego, "Reference estimation technique for active power filters using a digital Kalman algorithm," in Harmonics and Quality of Power, 2002. 10th International Conference on, 2002, pp. 490-494 vol. 2.
  27. P. Salmeron and S. P. Litran, "Improvement of the Electric Power Quality Using Series Active and Shunt Passive Filters," Power Delivery, IEEE Transactions on, vol. 25, pp. 1058-1067, 2010. https://doi.org/10.1109/TPWRD.2009.2034902
  28. L. Limongi, R. Bojoi, G. Griva, and A. Tenconi, "Digital current-control schemes," Industrial Electronics Magazine, IEEE, vol. 3, pp. 20-31, 2009. https://doi.org/10.1109/MIE.2009.931894
  29. F. P. Zeng, G. H. Tan, J. Z. Wang, and Y. C. Ji, "Novel single-phase five-level voltage-source inverter for the shunt active power filter," Power Electronics, IET, vol. 3, pp. 480-489, 2010. https://doi.org/10.1049/iet-pel.2007.0395
  30. O. Vodyakho, T. Kim, S. Kwak, and C. S. Edrington, "Comparison of the space vector current controls for shunt active power filters," Power Electronics, IET, vol. 2, pp. 653-664, 2009. https://doi.org/10.1049/iet-pel.2008.0086
  31. O. Vodyakho and T. Kim, "Shunt active filter based on three-level inverter for three-phase four-wire systems," Power Electronics, IET, vol. 2, pp. 216-226, 2009. https://doi.org/10.1049/iet-pel.2008.0036
  32. K. Nishida, M. Rukonuzzaman, and M. Nakaoka, "Digital control three-phase shunt active power filter with a new harmonic-current-extraction process," Generation, Transmission and Distribution, IEE Proceedings-, vol. 152, pp. 529-538, 2005.
  33. C. Changqing, W. Liping, and Y. Guohui, "A threephase active power filter based on park transformation," in Computer Science & Education, 2009. ICCSE '09. 4th International Conference on, 2009, pp. 1221-1224.
  34. A. Pigazo, V. M. Moreno, and E. J. Estebanez, "A Recursive Park Transformation to Improve the Performance of Synchronous Reference Frame Controllers in Shunt Active Power Filters," Power Electronics, IEEE Transactions on, vol. 24, pp. 2065-2075, 2009. https://doi.org/10.1109/TPEL.2009.2025335