Yıl: 2014 Cilt: 22 Sayı: 5 Sayfa Aralığı: 1159 - 1176 Metin Dili: İngilizce İndeks Tarihi: 29-07-2022

Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm

Öz:
Active power loss optimization is one of the important goals in electrical power systems and it is provided by optimal reactive power flow (ORPF). In this study, a new approach for the solution of the ORPF in multiterminal AC-DC systems is proposed. This approach provides 3 main contributions. First, the convergence problem in the AC-DC power flow is solved. Second, the problem of getting stuck in local minima during the optimization process is overcome. Third, a better global optimum point is obtained for the ORPF. Active power loss optimization is implemented through the artificial bee colony (ABC) algorithm, which is a heuristic optimization method, by considering the system constraints. This study is the first to use the ABC algorithm for the solution of the ORPF in multiterminal AC-DC systems. The proposed approach is tested on the modified IEEE 14-bus AC-DC test system and the obtained results from this and other studies are given. Comparative results prove that this approach is more efficient and reliable in reaching a global optimum while satisfying all of the system constraints.
Anahtar Kelime:

Konular: Mühendislik, Elektrik ve Elektronik
Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
  • 1]V.A. de Souza, E.C. Baptista, G.R.M. da Costa, Optimal reactive power ow via the modi ed barrier Lagrangianfunction approach", Electric Power System Research, Vol. 84, pp. 159{164, 2012.
  • [2]H. Fudeh, C.M. Ong, A simple and ecient AC-DC load ow method for multi-terminal DC systems", IEEETransactions on Power Apparatus and Systems, Vol. 100, pp. 4389{4396, 1981.
  • [3]C. Liu, B. Zhang, Y. Hou, F.F. Wu, Y. Liu, An improved approach for AC-DC power ow calculation withmulti-infeed DC systems", IEEE Transactions on Power Systems, Vol. 26, pp. 862{869, 2011
  • [4]J.R. de Silva, C.P. Arnold, A simple improvement to sequential AC/DC power ow algorithms", InternationalJournal of Electrical Power & Energy Systems, Vol. 12, pp. 219{221, 19900.
  • [5]U. Arifoglu, Load ow based on Newton's method using Norton equivalent circuit for AC-DC multiterminalsystems", European Transactions on Electrical Power, Vol. 9, pp. 167{174, 1999.
  • [6]T. Smed, G. Andersson, G.B. Sheble, L.L. Grigsby, A new approach to AC/DC power ow", IEEE Transactionson Power Systems, Vol. 6, pp. 1238{1244, 1991.
  • [7]M.V. Mustafa, A.F.A. Kadir, A modi ed approach for load ow analysis of integrated AC-DC power systems",Proceedings of the IEEE TENCON, pp. 108{113, 2000
  • [8]J. Beerten, S. Cole, R. Belmans, A sequential AC-DC power ow algorithm for networks containing multiterminalVSC HVDC systems", Proceedings of the IEEE Power and Energy Society General Meeting, pp. 1{7, 2010.
  • [9]D. Thukaram, G. Yesuratnam, C. Vyjayanthi, Optimal reactive power dispatch based on voltage stability criteriain a large power system with AC/DC and FACTs devices", IEEE International Conference on Power Electronic,Drives and Energy Systems, New Delhi, India, pp. 953{958, 2006.
  • [10]J. Yu, W. Yan, W. Li, L. Wen, Quadratic models of AC-DC power ow and optimal reactive power ow withHVDC and UPFC controls", Electric Power System Research, Vol. 78, pp. 302{310, 2008.
  • [11]U. De Martinis, F. Gagliardi, A. Losi, V. Mangoni, F. Rossi, Optimal load ow for electrical power systems withmultiterminal HVDC links", IEE Proceedings { C, Generation, Transmission & Distribution, Vol. 137, pp. 139{145,1990.
  • [12]C.N. Lu, S.S. Chen, C.M. Ong, The incorporation of HVDC equations in optimal power ow methods usingsequential quadratic programming techniques", Transactions on Power Systems, Vol. 3, pp. 1005{1011, 1988.
  • [13]H. Ambriz-Perez, E. Acha, C.R. Fuerte-Esquivel, High voltage direct current modelling in optimal power ows",International Journal of Electrical Power & Energy Systems, Vol. 30, pp. 157{168, 2008.
  • [14]U. Arifoglu, N. Tarkan, New sequential AC-DC load ow approach utilizing optimization techniques", EuropeanTransactions on Electrical Power, Vol. 9, pp. 93{100, 1999.
  • [15]K. Ayan, U. Kilic, Arti cial bee colony algorithm solution for optimal reactive power ow", Applied Soft Com-puting, Vol. 12, pp. 1477{1482, 2012.
  • [16]D. Thukaram, G. Yesuratnam, Optimal reactive power dispatch in a large power system with AC-DC and FACTScontrollers", IET Generation, Transmission & Distribution, Vol. 2, pp. 71{81, 2008
  • [17]J. Yu, W. Yan, W. Li, C.Y. Chung, K.P. Wong, An un xed piecewise-optimal reactive power- ow model and itsalgorithm for AC-DC systems", IEEE Transactions on Power Systems, Vol. 23, pp. 170{176, 2008.
  • [18]J.R. Cho, J.H. Lee, K.M. Jeong, K.W. Kim, Optimum design of run- at tire insert rubber by genetic algorithm",Finite Elements in Analysis and Design, Vol. 52, pp. 60{70, 2012.
  • [19]L. Wang, L. Li, A coevolutionary di erential evolution with harmony search for reliability-redundancy optimiza-tion", Expert Systems with Applications, Vol. 39, pp. 5271{5278, 2012.
  • [20]M. Mohammadi, F. Dini, R. Amrollahi, Optimization of Damavand tokamak poloidal eld coils positions andcurrents with PSO algorithm", Journal of Fusion Energy, Vol. 31, pp. 170{174, 2012.
  • [21]O.P. Verma, P. Kumar, M. Hanmandlu, S. Chhabra, High dynamic range optimal fuzzy color image enhancementusing arti cial ant colony system", Applied Soft Computing, Vol. 12, pp. 394{404, 2012.
  • [22]L. Slimani, T. Bouktir, Optimal power ow using arti cial bee colony with incorporation of FACTS devices: acase study", International Review of Electrical Engineering, Vol. 6, pp. 3091{3101, 2011.
  • [23]U. Kwannetr, U. Leeton, T. Kulworawanichpong, Optimal power ow solution using arti cial bees colony algo-rithms", International Review of Electrical Engineering, Vol. 6, pp. 1870{1882, 2011.
  • [24]A. Ozturk, S. Cobanli, P. Erdosmus, S. Tosun, Reactive power optimization with arti cial bee colony algorithm",Scienti c Research and Essays, Vol. 5, pp. 2848{2857, 2010.
  • [25]S. Cobanli, A. Ozturk, U. Guvenc, S. Tosun, Active power loss minimization in electric power systems througharti cial bee colony algorithm", International Review of Electrical Engineering, Vol. 5, pp. 2217{2223, 2010
  • [26]U. Arifoglu, The power ow algorithm for balanced and unbalanced bipolar multiterminal AC-DC systems",Electric Power System Research, Vol. 64, pp. 239{246, 2003.
  • [27]D. Karaboga, An idea based on honey bee swarm for numerical optimization", Technical Report-TR06, Kayseri,Turkey, Erciyes University Engineering Faculty, Computer Engineering Department, 2005.
  • [28]D. Karaboga, B. Basturk, A powerful and ecient algorithm for numerical function optimization: arti cial beecolony (ABC) algorithm", Journal of Global Optimization, Vol. 39, pp. 459{471, 2007.
  • [29]U. Arifoglu, Optimal power ow using sequential power ow approach for an AC-DC power system", PhD,_IstanbulTechnical University,_Istanbul, Turkey, 1993.
APA YALÇIN F, arifoğlu u (2014). Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. , 1159 - 1176.
Chicago YALÇIN Faruk,arifoğlu uğur Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. (2014): 1159 - 1176.
MLA YALÇIN Faruk,arifoğlu uğur Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. , 2014, ss.1159 - 1176.
AMA YALÇIN F,arifoğlu u Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. . 2014; 1159 - 1176.
Vancouver YALÇIN F,arifoğlu u Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. . 2014; 1159 - 1176.
IEEE YALÇIN F,arifoğlu u "Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm." , ss.1159 - 1176, 2014.
ISNAD YALÇIN, Faruk - arifoğlu, uğur. "Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm". (2014), 1159-1176.
APA YALÇIN F, arifoğlu u (2014). Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. Turkish Journal of Electrical Engineering and Computer Sciences, 22(5), 1159 - 1176.
Chicago YALÇIN Faruk,arifoğlu uğur Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. Turkish Journal of Electrical Engineering and Computer Sciences 22, no.5 (2014): 1159 - 1176.
MLA YALÇIN Faruk,arifoğlu uğur Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. Turkish Journal of Electrical Engineering and Computer Sciences, vol.22, no.5, 2014, ss.1159 - 1176.
AMA YALÇIN F,arifoğlu u Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. Turkish Journal of Electrical Engineering and Computer Sciences. 2014; 22(5): 1159 - 1176.
Vancouver YALÇIN F,arifoğlu u Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm. Turkish Journal of Electrical Engineering and Computer Sciences. 2014; 22(5): 1159 - 1176.
IEEE YALÇIN F,arifoğlu u "Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm." Turkish Journal of Electrical Engineering and Computer Sciences, 22, ss.1159 - 1176, 2014.
ISNAD YALÇIN, Faruk - arifoğlu, uğur. "Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm". Turkish Journal of Electrical Engineering and Computer Sciences 22/5 (2014), 1159-1176.