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2011 | R. 87, nr 6 | 140-145
Tytuł artykułu

An efficient algorithm to tuning PI-controller parameters for shunt active power filter using ant colony optimization

Wybrane pełne teksty z tego czasopisma
Warianty tytułu
PL
Skuteczny algorytm strojenia parametrów kontrolera PI wykorzystujący algorytm mrówkowy
Języki publikacji
EN
Abstrakty
EN
This paper presents an optimal control method entitled ant colony PI controller (ACO-PI) for extracting the reference compensating currents to shunt active power filter (SAPF) under balanced voltages conditions, which is applied to eliminate line current harmonics and compensate reactive power. Two different control methods has been proposed for SAPF based on proportional-integral (PI) controller and intelligent PI-controller with ACO are presented. The identification theory based on instantaneous power (p-q) is used to establish the suitable current reference signals. The simulation results show that the new control method using ACO approach is not only easy to be implanted, but also very effective in reducing the unwanted harmonics and compensating reactive power. The studies carried out have been accomplished using the MATLAB Simulink Power System Toolbox.
PL
W artykule zaprezentowano wykorzystanie kontrolera PI bazującego na algorytmie mrówkowym ACO do sterowania aktywnym filtrem mocy. Zaproponowano dwie metody sterowania – z kontrolerem PI I kontrolerem ACO. Symulacje wykazały że nowy kontroler jest nie tylko łatwy do implementacji ale także efektywnie redukuje niepożądane harmoniczne i moc bierną.
Wydawca

Rocznik
Strony
140-145
Opis fizyczny
Bibliogr. 15 poz., rys., tab., wykr.
Twórcy
autor
autor
autor
Bibliografia
  • [1] Fang Zheng Peng (1998) Application Issues of Active Power Filters, IEEE Industry Application Magazine.
  • [2] H. –L. Jou, “Performance comparison of the three-phase active power filter algorithm,” IEE Proc.Gen. Trans. Distrib., Vol. 142, No.6, 1995.
  • [3] M. Aredes, “Active power line conditioners;” doctor engineer approved thesis, Berlin 1996 D83.
  • [4] A. Allali, “Contribution à l’etude des compensateurs actifs des réseaux électriques basse tension,” Thèse Université Louis Pasteur Strasbourg, Ecole Doctorale Sciences pour l’Ingénieur, 12 Sept. 2002.
  • [5] H. Akagi, Y. Kanazawa and A. Nabae, "Generalized Theory of Instantaneous Reactive Power and Its Applications," Transactions of the lEE-Japan, Part B, vol. 103, no.7, 1983, pp. 483-490 (in Japanese).
  • [6] Jeong S, Woo M. DSP-based active power filter with predictive current control. IEEE T Ind Electron 1997;44(3):329–36.
  • [7] P. Mattavelli, “A closed-loop selective harmonic compensation for active filters,” IEEE Trans. Ind. Appl., vol. 37, no. 1, pp. 81–89, Jan. 2001.
  • [8] J. J. Gu, D. G. Xu, “Active power filters technology and its development,” Electric Machines And Control, vol. 7, no.2, pp. 126-132, 2003.
  • [8] Huang S, Wu J. A control algorithm for three-phase threewired active power filters under nonideal mains voltages. IEEE T Power Electr 1999;14(4):753–60.
  • [9] M.DORIGO, G.DI Caro, the ant colony optimization metaheuristic. In D.Corne,M.Dorigo, F.Glover (Eds), New Ideals in optimization, McGraw-Hill 1999.
  • [10] M. Dorigo, L M. Gambardella, “Ant Colony System: A Cooperation Learning Approach to the Traveling Salesman Problem,” IEEE Trans Evolutionary Computation, vol. 1, no. 1, pp. 53-66, 1997.
  • [11] V. Maniezzo, A. Colorni, “The Ant System Applied to the Quadratic Assignment Problem,” IEEE.
  • [12] S.-Y. Lee, Y.-M. Chae, J.-S. Cho, G.-H Choe and H.-S. Mok E D.-H. Jang, “A new control strategy for instantaneous voltage compensator using 3-phase pwm inverter,” IEEE, PESC 98, Fukuoka, Japão, May 1998, pp. 248-254.
  • [13] P. Verdelho and G. D. Marques, “An active power filter and unbalanced current compensator control circuit,” VI European Conference on Power Electronics and Applications, pp. 1.929-1.934, Sevilla, Espain, Sept. 1995.
  • [14] Vedat M. Karslı, Mehmet Tümay and Berrin Süslüoğlu, “An evaluation of time domain techniques for compensating currents of shunt active power filters,” International Conference on Electrical and Electronics Engineering Bursa, Turkey, Dec. 2003
  • [15] J. J. Gu, D. G. Xu, “Active power filters technology and its development,” Electric Machines And Control, vol. 7, no.2, pp. 126-132, 2003
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.baztech-article-BPOC-0058-0023
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