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Modeling and controller synthesis of a hybrid-LCL APF for power quality conditioning applications

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Warianty tytułu
PL
Modelowanie hybrydowego aktywnego filtru LCL do kondycjonowani jakości energii
Języki publikacji
EN
Abstrakty
EN
This paper proposes an LCL-filter-based hybrid active power filter for harmonic mitigation and reactive power of a 10/0.4kV residential distribution system. Adaptive linear neural network (ADALINE) is applied for individual harmonic component extraction from distorted nonlinear load currents, and the estimated signals are used for the selective harmonic elimination (SHE) purpose in the current-loop controller. A robust deadbeat current control law is derived based on the low frequency model of the presented topology. By using the ADALINE based SHE strategy, the currentloop controller bandwidth is significantly reduced thus the stability of whole system is ensured. The proposed control algorithms were digitally implemented in TMS320F2812 DSP controllers, where the dual DSP plus FPGA hardware configuration was adopted for precise signal conditioning and calculation. Both the laboratory experiments and field tests are implemented. The feasibility and effectiveness of the proposed system have been substantially confirmed by the laboratory experiments and field tests, which were obtained from the practical installation of the prototype systems in a residential distribution system as well as in the distribution system in the punching shop of an auto manufactory factory.
PL
W artykule zaproponowano aktywny filtr LCL do tłumienia harmonicznych i mocy biernej w 10/0.4 kV lokalnej sieci rozdzielczej. Wykorzystano adaptacyjną sieć neuronową do ekstrakcji harmonicznych z prądów odkształconych a wyznaczony sygnał zastosowano do selektywnej eliminacji harmonicznych. Odporny układ kontroli prądu bazuje na niskoczęstotliwościowym modelu sieci. Dzięki proponowanej strategii pasmo kontrolera jest zredukowane a stabilnosć poprawiona. Proponowany algorytm implementowano wykorzystując procesor typu TMS 320F2812 w którym adaptowano podwójny DSP i FPGA układ do precyzyjnego kondycjonowania sygnału i obliczeń. Testy laboratoryjne potwierdziły skuteczność algorytmu. System sprawdzono w lokalnej sieci rozdzielczej w fabryce samochodów.
Rocznik
Strony
326--333
Opis fizyczny
Bibliogr. 20 poz., rys., wykr.
Twórcy
autor
autor
autor
autor
autor
  • School of Mechatronics Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu, China, hanyang_facts@hotmail.com
Bibliografia
  • [1] Task Force on Harmonics Modeling and Simulation, “Modeling and simulation of the propagation of harmonics in electric power networks. II. Sample systems and examples,” IEEE Trans. Power Del., vol.11, no.1, pp.466-674, Jan.1996
  • [2] Hirofumi Akagi, invited paper, “Active harmonic filter,” Proc. of the IEEE, vol.93, no.12, pp.2128-2141, Dec.2005
  • [3] W.M.Grady, M.J.Samotyj and A.H.Noyola, “Survey of active power line conditioning methodologies,” IEEE Trans. Power Del., vol.5, no.3, pp.1536-1542, Jul.1990
  • [4] H.Akagi, “Trends in active power line conditioners,” IEEE Trans. Power Electron., vol.9, no.3, pp. 263-268, May 1994
  • [5] B. Singh, K. AL-Haddad, and A. Chandra, “A review of active filters for power quality improvement,” IEEE Trans. Ind. Electron., vol.46, no.6, pp.960-971, Dec.1999
  • [6] Sunt Srianthumrong, Hirofumi Akagi, “A medium voltage transformerlss AC/DC power conversion system consisting of a diode rectifier and a shunt hybrid filter,” IEEE Trans. Ind. Appl., vol.39, no.3, pp. 874-882, May./June. 2003.
  • [7] M. Lindgren and J. Svensson, “Control of a voltage-source converter connected to the grid through an LCL-filterapplication to active filtering,” Proc. Power Electron. Spec. Conf. (PESC’98), Fukuoka, Japan, 1998
  • [8] Marco Liserre, Frede Blaabjerg, Steffan Hansen, “Design and control of an LCL-filter-based three-phase active rectifier,” IEEE Trans. Ind. Appl., vol.41, no.5, pp. 1281-1291, Sept./Oct. 2005.
  • [9] P. K. Dash, S. K. Panda, Baburam Mishra and D. P. Swain, “Fast estimation of voltage and current phasors in power networks using an adaptive neural network,” IEEE Trans. Power Syst.,vol.12, no.4, pp. 1494-1499, Nov.1997
  • [10] Osowski, S.; ‘Neural network for estimation of harmonic components in a power system’, IEE Proc., Gener. Transm. Distrib., vol.139, no.2, pp. 129 – 135, 1992
  • [11] Han Y., Xu L., Yao G., Zhou LD., Khan MM., Chen C., A novel modulation scheme for dc-voltage balancing control of cascaded H-bridge multilevel APF, Przeglad Elektrot., 85(2009), n. 5, 81-85
  • [12] Han Y., Khan MM, Yao G., Zhou L., Chen C., A novel harmonic-free power factor corrector based on T-type APF with adaptive linear neural network (ADALINE) control, Simul. Model. Pract. Theory, 16(2008), n.9, 1215-1238
  • [13] Han Y., Xu L., Khan MM, Yao G., Zhou L., Chen C., A novel synchronization scheme for grid-connected converters by using adaptive linear optimal filter based PLL (ALOF-PLL), Simul. Model. Pract. Theory, 17(2009), n.8, 1299-1345
  • [14] Han Y., Xu L., Yun WJ., Yao G., Zhou LD., Khan MM., Chen C., Power quality enhancement for automobile factory electrical distribution system-strategies and field practice, Przeglad Elektrot., 85(2009), n. 6, 159-163
  • [15] Han Y., Xu L., Yao G., Zhou L., Khan MM, Chen C., Flicker mitigation of arc furnace load using modified p-q-r method, Przeglad Elektrot., 85(2009), n.1, 225-229
  • [16] Han Y., Khan MM, Xu L., Zhou L., Yao G., Chen C., A novel control strategy for active power filter using synchronous reference frame (SRF) ADALINEs, International Review of Electrical Engineering-IREE, 3(2008), n.4, 629-645.
  • [17] Han Y., Xu L., Yao G., Zhou L., Khan MM, Chen C., A Robust Deadbeat Control Scheme for Active Power Filter with LCL Input Filter, Przeglad Elektrot., 86(2010), n.2, 14-19.
  • [18] Han Y., Xu L., Yao G., Zhou L., Khan MM, Chen C., State- Space Averaging (SSA) Technique for Modeling of the Cascaded H-Bridge Multilevel DSTATCOMs and Active Filters, International Review of Electrical Engineering-IREE, 4(2010), n.5, 744-760
  • [19] Han Y., Xu L., Khan MM, Yao G., Zhou L., Chen C., Study on a novel approach to active power filter control using neural network-based harmonic identification scheme, Electrical Engineering., 91(2010), n.6, 313-325.
  • [20] Han Y., Xu L., Yao G., Zhou L., Khan MM, Chen C., The adaptive signal processing scheme for power quality conditioning applications based on active noise control (ANC), ELEKTRONIKA IR ELEKTROTECHNIKA, 8(2009), 9-14
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPOB-0038-0023
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