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Accuracy analysis of generalized discrete Fourier transform-based harmonics extraction in presence of background harmonics

  • Zhang, Shuo (Collage of Automation Engineering, Nanjing University of Aeronautics and Astronautics) ;
  • Xia, Yuzheng (Collage of Automation Engineering, Nanjing University of Aeronautics and Astronautics) ;
  • Yang, Tao (Collage of Automation Engineering, Nanjing University of Aeronautics and Astronautics) ;
  • Li, Xiang (Collage of Automation Engineering, Nanjing University of Aeronautics and Astronautics) ;
  • Lu, Daorong (Collage of Automation Engineering, Nanjing University of Aeronautics and Astronautics) ;
  • Hu, Haibing (Collage of Automation Engineering, Nanjing University of Aeronautics and Astronautics)
  • Received : 2021.06.01
  • Accepted : 2021.10.28
  • Published : 2022.01.20

Abstract

The generalized discrete Fourier transform (GDFT) realizes the rapid extraction of specific order harmonics, and shortens the extraction time to 1/3 of a fundamental cycle (6.7 ms at 50 Hz grid) for 6r±1 order harmonics. However, the GDFT becomes less accurate when the system presents background harmonics other than specific-order harmonics in the inputs. Therefore, this paper analyzes the influence introduced by these background harmonics on the GDFT. First, the frequency feature of the GDFT is derived by a geometric method based on the z-domain unit circle. Then, the extraction of the 6r±1 order harmonics is taken as an example to show the extraction accuracy of the GDFT. The Accuracy of Harmonic Extraction (AHE) index, is also given to evaluate the accuracy of the extraction. Simulation and experimental results confirmed the correctness of the theoretical analysis by showing that the GDFT has the same accuracy as the RDFT when only 6r±1 order harmonics are involved. However, if there are other background harmonics in the inputs, the extraction accuracy is affected greatly. Therefore, when the background harmonics cannot be ignored, it is necessary to analyze the AHE of the GDFT. When AHE>95%, the GDFT has good accuracy and is applicable to real applications.

Keywords

References

  1. Akagi, H.: Active harmonic filters. Proc. IEEE 93(12), 2128-2141 (2005) https://doi.org/10.1109/JPROC.2005.859603
  2. Singh, B., Al-Haddad, K., Chandra, A.: A review of active filters for power quality improvement. IEEE Trans. Industr. Electron. 46(5), 960-971 (1999)
  3. Akagi, H.: New trends in active filters for power conditioning. IEEE Trans. Industr. Appl. 32(6), 1312-1322 (1996) https://doi.org/10.1109/28.556633
  4. Corasaniti, V., Barbieri, M., Arnera, P., Valla, M.: Hybrid active filter for reactive and harmonics compensation in a distribution network. IEEE Trans. Industr. Electron. 56(3), 670-677 (2009) https://doi.org/10.1109/TIE.2008.2007997
  5. Asiminoael, L., Blaabjerg, F., Hansen, S.: Detection is key-harmonic detection methods for active power filter applications. IEEE Ind. Appl. Mag. 13(4), 22-33 (2007) https://doi.org/10.1109/MIA.2007.4283506
  6. Chang, G.W., Tai-Chang, S.: A comparative study of active power filter reference compensation approaches. Proc. PES'02 2, 1017-1021 (2002)
  7. Rechka, S., Ngandui, T., Jianhong, X., Sicard, P.: A comparative study of harmonic detection algorithms for active filters and hybrid active filters. Proc. PESC'02 1, 357-363 (2002)
  8. Golestan, S., Guerrero, J.M., Vasquez, J.C., Abusorrah, A.M., Al-Turki, Y.: Harmonic linearization and investigation of three-phase parallel-structured signal decomposition algorithms in grid-connected applications. IEEE Trans. Power Electron. 36(4), 4198-4213 (2021) https://doi.org/10.1109/TPEL.2020.3021723
  9. Wang, Y.F., Li, Y.W.: Three-phase cascaded delayed signal cancellation PLL for fast selective harmonic detection. IEEE Trans. Industr. Electron. 60(4), 1452-1463 (2013) https://doi.org/10.1109/TIE.2011.2162715
  10. Wang, Y.F., Li, Y.W.: A grid fundamental and harmonic components detection method for single-phase systems. In: IEEE Energy Conversion Congress and Exposition (ECCE), Raleigh, NC, pp. 4738-4745 (2012)
  11. Abdelsalam, A.A., Abdelaziz, A.Y., Kamh, M.Z.: A generalized approach for power quality disturbances recognition based on Kalman filter. IEEE Access 9, 93614-93628 (2021) https://doi.org/10.1109/ACCESS.2021.3093367
  12. Peretti, L., et al.: Robust harmonic detection, classification and compensation method for electric drives based on the sparse FFT and the Mahalanobis distance. IET Electr. Power Appl. 11(7), 1177-1186 (2017) https://doi.org/10.1049/iet-epa.2016.0843
  13. Jana, S.K., Srinivas, S.: A computationally efficient harmonic extraction algorithm for grid applications. IEEE Trans. Power Delivery. (2021). https://doi.org/10.1109/TPWRD.2021.3054554
  14. Freijedo, F.D., Doval-Gandoy, J., Lopez, O., Acha, E.: A generic open-loop algorithm for three-phase grid voltage/current synchronization with particular reference to phase, frequency, and amplitude estimation. IEEE Trans. Power Electron. 24(1), 94-107 (2009) https://doi.org/10.1109/TPEL.2008.2005580
  15. Freijedo, F.D., Doval-Gandoy, J., Lopez, O., Fernandez-Comesana, P., Martinez-Penalver, C.: A signal-processing adaptive algorithm for selective current harmonic cancellation in active power filters. IEEE Trans. Industr. Electron. 56(8), 2829-2840 (2009) https://doi.org/10.1109/TIE.2009.2013844
  16. Xie, C., Li, K., Zou, J., Zhou, K., Guerrero, J.M.: Multiple second-order generalized integrators based comb filter for fast selective harmonic extraction. In: IEEE Applied Power Electronics Conference and Exposition (APEC), Anaheim, CA, USA, pp. 2427-2432 (2019)
  17. Neves, F.A.S., de Souza, H.E.P., Cavalcanti, M.C., Bradaschia, F., Bueno, E.J.: Digital filters for fast harmonic sequence component separation of unbalanced and distorted three-phase signals. IEEE Trans. Industr. Electron. 59(10), 3847-3859 (2012) https://doi.org/10.1109/TIE.2011.2163284
  18. Zhang, J., Wang, Z., Han, X.: Fast transient harmonic selective extraction based on modulation-CDSC-SDFT. In: 2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), pp. 1-6 (2021)
  19. Gautam, S., Lu, Y., Taghizadeh, S., Xiao, W., Lu, D.D.C.: An enhanced time delay based reference current identification method for single phase system. IEEE J. Emerg. Select. Topics Industr. Electron. (2021). https://doi.org/10.1109/JESTIE.2021.3102436
  20. Yu, C., Huang, Y., Jiang, J.: A full-cycle and half-cycle DFT-based technique for fault current filtering. In: IEEE International Conference on Industrial Technology, Via del Mar, Chile, pp. 859-864 (2010)
  21. Neves, F.A.S., de Souza, H.E.P., Bradaschia, F., Cavalcanti, M.C., Rizo, M., Rodriguez, F.J.: A space-vector discrete Fourier transform for unbalanced and distorted three-phase signals. IEEE Trans. Industr. Electron. 57(8), 2858-2867 (2010) https://doi.org/10.1109/TIE.2009.2036646
  22. Liu, H., Hu, H., Chen, H., Zhang, L., Xing, Y.: Fast and flexible selective harmonic extraction methods based on the generalized discrete Fourier transform. IEEE Trans. Power Electron. 33(4), 3484-3496 (2018) https://doi.org/10.1109/tpel.2017.2703138
  23. Lehn, P.W.: Direct harmonic analysis of the voltage source converter. IEEE Trans. Power Delivery 18(3), 1034-1042 (2003) https://doi.org/10.1109/TPWRD.2003.813603
  24. Lv, D., Zhang, J., Dai, Y.: Study on time and frequency-domain harmonic models of single-phase full bridge rectifiers. In: IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), Shenyang, pp. 1186-1191 (2015)
  25. Testa, A., et al.: Interharmonics: theory and modeling. IEEE Trans. Power Delivery 22(4), 2335-2348 (2007) https://doi.org/10.1109/TPWRD.2007.905505
  26. Hou, C., Zhu, M., Li, Z., Li, Y., Cai, X.: Interharmonic THD amplification of voltage source converter: concept and case study. IEEE Trans. Power Electron. 35(12), 12651-12656 (2020) https://doi.org/10.1109/tpel.2020.2994751