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Optimal Allocation Method of Hybrid Active Power Filters in Active Distribution Networks Based on Differential Evolution Algorithm

  • Chen, Yougen (School of Automation, Central South University) ;
  • Chen, Weiwei (China Energy Engineering Group Guangxi Electric Power Design Institute Co., Ltd.) ;
  • Yang, Renli (Maoming Power Supply Bureau, Guangdong Power Grid Co. Ltd.) ;
  • Li, Zhiyong (School of Automation, Central South University)
  • Received : 2019.01.11
  • Accepted : 2019.03.12
  • Published : 2019.09.20

Abstract

In this paper, an optimal allocation method of a hybrid active power filter in an active distribution network is designed based on the differential evolution algorithm to resolve the harmonic generation problem when a distributed generation system is connected to the grid. A distributed generation system model in the calculation of power flow is established. An improved back/forward sweep algorithm and a decoupling algorithm are proposed for fundamental power flow and harmonic power flow. On this basis, a multi-objective optimization allocation model of the location and capacity of a hybrid filter in an active distribution network is built, and an optimal allocation scheme of the hybrid active power filter based on the differential evolution algorithm is proposed. To verify the effect of the harmonic suppression of the designed scheme, simulation analysis in an IEEE-33 nodes model and an experimental analysis on a test platform of a microgrid are adopted.

Keywords

References

  1. M. Z. Fortes, V. H. Ferreira, I. S. Machado, and W. C. Fernandes, "Harmonic analysis of distributed generation in Smart City Bzios project," IEEE Workshop on Power Electronics and Power Quality Applications (PEPQA), pp. 1-5, 2015.
  2. G. Ding, F. Gao, Y. Tang, L. Zhang, and S. Zhang, "A novel harmonic control approach of distributed generation converters in a weak microgrid," Applied Power Electronics Conference and Exposition (APEC), pp. 2132-2139, 2014.
  3. S. Wang, X. Liu, K. Wang, L. Wu, and Y. Zhang, "Tracing harmonic contributions of multiple distributed generations in distribution systems with uncertainty," Electr. Power Energy Syst., Vol. 95, pp. 585-591, Feb. 2018. https://doi.org/10.1016/j.ijepes.2017.09.014
  4. A. K. Tagore, and A. R. Gupta, "Harmonic load flow analysis of radial distribution system in presence of distributed generation," International Conference on Power and Embedded Drive Control (ICPEDC), pp. 147-151, 2017.
  5. X. Wang, F. Blaabjerg, and Z. Chen, “Autonomous control of inverter-interfaced distributed generation units for harmonic current filtering and resonance damping in an islanded microgrid,” IEEE Trans. Ind. Appl., Vol. 50, No. 1, pp. 452-461, Jan./Feb. 2014. https://doi.org/10.1109/TIA.2013.2268734
  6. H. Tian, Y. Li, and P. Wang, “Hybrid AC/DC system harmonics control through grid interfacing converters with low switching frequency,” IEEE Trans. Ind. Electron., Vol. 65, No. 3, pp. 2256-2267, Mar. 2018. https://doi.org/10.1109/TIE.2017.2740822
  7. S. Y. M. Mousavi, A. Jalilian, M. Savaghebi, and J. M. Guerrero. "Coordinated control of multifunctional inverters for voltage support and harmonic compensation in a grid-connected microgrid," Electr. Power Syst. Res., Vol. 155, pp. 254-264, Feb. 2018. https://doi.org/10.1016/j.epsr.2017.10.016
  8. W. Wu, Y. Liu, Y. He, H. S. Chung, M. Liserre, and F. Blaabjerg. "Damping methods for resonances caused by LCL-filter-based current-controlled grid-tied power inverters: an overview," IEEE Trans. Ind. Electron., Vol. 64, No. 9, pp. 7402-7413, Sep. 2017. https://doi.org/10.1109/TIE.2017.2714143
  9. A. Khan, A. Gastli, and L. Ben-Brahim, "Modeling and control for new LLCL filter based grid-tied PV inverters with active power decoupling and active resonance damping capabilities," Electr. Power Syst. Res., Vol. 155, pp. 307-319, Feb. 2018. https://doi.org/10.1016/j.epsr.2017.10.027
  10. R. Dash, P. Paikray, and S. C. Swain, "Active power filter for harmonic mitigation in a distributed power generation system," International Conference on Innovations in Power and Advanced Computing Technologies (i-PAGT), pp. 1-6, 2017.
  11. A. N. Kumar and J. I. Raglend, "Micro turbine starting and harmonic mitigation in distributed generation using active power filter," International Conference on Innovations in Power and Advanced Computing Technologies (i-PAGT), pp. 1-3, 2017.
  12. G. Carpinelli, A. Russo, and P. Varilone, "Active filters: A multi-objective approach for the optimal allocation and sizing in distribution networks," International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), pp. 1201-1207, 2014.
  13. K. Rameshkumar, V. Indragandhi, K. Palanisamy, and T. Arunkumari, "Model predictive current control of single phase shunt active power filter," International Conference on Power Engineering, Computing and Control (PECCON), pp. 658-665, 2017.
  14. A. A. Valdez-Fernandez, G. Escobar, P. R. Martinez-Rodriguez, J. M. Sosa, D. U. Campos-Delgado, and M. J. Lopez-Sanchez, "Modelling and control of a hybrid power filter to compensate harmonic distortion under unbalanced operation," IET Power Electron., Vol. 10, No. 7, pp. 782-791, Jun. 2017. https://doi.org/10.1049/iet-pel.2016.0263
  15. L. Wang, C. Lam, and M. Wong, “Selective compensation of distortion, unbalanced and reactive power of a thyristorcontrolled LC-coupling hybrid active power filter (TCLCHAPF),” IEEE Trans. Power Electron., Vol. 32, No. 12, pp. 9065-9077, Dec. 2017. https://doi.org/10.1109/TPEL.2017.2656945
  16. A. Tan, K. C.Bayindir, M. U. Cuma, and M. Tumay, "Multiple harmonic elimination-based feedback controller for shunt hybrid active power filter," IET Power Electron., Vol. 10, No. 8, pp. 945-956, Jun. 2017. https://doi.org/10.1049/iet-pel.2016.0674
  17. G. Carpinelli, D. Proto, and A. Russo, “Optimal planning of active power filters in a distribution system using trade-off/risk method,” IEEE Trans. Power Del., Vol. 32, No. 2, pp. 841-851, Apr. 2017. https://doi.org/10.1109/TPWRD.2016.2587063
  18. M. Shivaie, A. Salemnia, and M. T. Ameli, "A multi-objective approach to optimal placement and sizing of multiple active power filters using a music-inspired algorithm," Applied Soft Computing J., Vol. 22, pp. 189- 204, Sep. 2014. https://doi.org/10.1016/j.asoc.2014.05.011
  19. J. Sarker and S. K. Goswami, "Optimal location of unified power quality conditioner in distribution system for power quality improvement," Int. J. Electr. Power Energy Syst., Vol. 83, pp. 309-324, Dec. 2016. https://doi.org/10.1016/j.ijepes.2016.04.007
  20. A. Rosyadi, O. Penangsang, and A. Soeprijanto, "Optimal filter placement and sizing in radial distribution system using whale optimization algorithm," International Seminar on Intelligent Technology and Its Applications (ISITIA), pp. 87-92, 2017.
  21. M. Mohammad, “Particle swarm optimization algorithm for simultaneous optimal placement and sizing of shunt active power conditioner (APC) and shunt capacitor in harmonic distorted distribution system,” J. Central South Univ., Vol. 24, No. 9, pp. 2035-2048, Sep. 2017. https://doi.org/10.1007/s11771-017-3613-7
  22. A. Moradifar and A. Akbari Foroud, “A hybrid fuzzy DIAICA approach for cost-effective placement and sizing of APFs,” IETE Techn. Rev., Vol. 34, No. 5, pp. 579-589, Sep. 2017. https://doi.org/10.1080/02564602.2016.1217751
  23. M. Shivaie, A. Salemnia, and M. T. Ameli, “Optimal multiobjective placement and sizing of passive and active power filters by a fuzzy-improved harmony search algorithm,” Int. Trans. Electr. Energy Syst., Vol. 25, No. 3, pp. 520-546, Mar. 2015. https://doi.org/10.1002/etep.1863
  24. M. Maciazek, D. Grabowski, and M. Pasko, “Genetic and combinatorial algorithms for optimal sizing and placement of active power filters,” Int. J. Applied Mathematics Computer Sci., Vol. 25, No. 2, pp. 269-279, Jun. 2015. https://doi.org/10.1515/amcs-2015-0021
  25. I. Alhamrouni, A. Khairuddin, A. F. Ferdavani, and M. Salem, “Transmission expansion planning using AC-based differential evolution algorithm,” IET Gener., Transm. & Distribut., Vol. 8, No. 10, pp. 1637-1644, Oct. 2014. https://doi.org/10.1049/iet-gtd.2014.0001
  26. A. M. Shaheen, R. A. El-Sehiemy, and S. M. Farrag, “Solving multi-objective optimal power flow problem via forced initialized differential evolution algorithm,” IET Gener., Transm. & Distribut., Vol. 10, No. 7, pp. 1634-1647, May 2016. https://doi.org/10.1049/iet-gtd.2015.0892
  27. Z. Liu, H. Wu, W. Jin, B. Xu, Y. Ji, and M. Wu, “Two-step method for identifying photovoltaic grid-connected inverter controller parameters based on the adaptive differential evolution algorithm,” IET Gener., Transm. & Distribut., Vol. 11, No. 17, pp. 4282-4290, Nov. 2017. https://doi.org/10.1049/iet-gtd.2017.0572
  28. J. A. P. Lopes, N. Hatziargyriou, J. Mutale, P. Djapic, and N. Jenkins, “Integrating distributed generation into electric power systems: A review of drivers, challenges and opportunities,” Electr. Power Syst. Res., Vol. 77, No. 9, pp. 1189-1203, Jul. 2007. https://doi.org/10.1016/j.epsr.2006.08.016
  29. K. Yamashita, S. Djokic, J. Matevosyan, F. O. Resende, L. M. Korunovic, Z. Y. Dong, and J. V. Milanovic, "Modelling and aggregation of loads in flexible power networks c scope and status of the work of CIGRE WG C4.605," 8th Power Plant and Power System Control Symposium (PPPSC), pp. 405-410, 2012.
  30. E. O. Kontis, T. A. Papadopoulos, G. A. Barzegkar-Ntovom, A. I. Chrysochos, and G. K. Papagiannis, "Modal analysis of active distribution networks using system identification techniques," Int. J. Electr. Power & Energy Syst., Vol. 100, pp. 365-378, Sep. 2018. https://doi.org/10.1016/j.ijepes.2018.02.038
  31. J. Teng, “Modelling distributed generations in three-phase distribution load flow,” IET Gener., Transm. & Distribut., Vol. 2, No. 3, pp. 330-340, May 2008. https://doi.org/10.1049/iet-gtd:20070165
  32. J. Teng, S. Liao, and R. Leou, "Three-phase harmonic analysis method for unbalanced distribution systems," Energies, Vol. 7, No. 1, pp. 365-384, Jan. 2014. https://doi.org/10.3390/en7010365