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Solving Optimal Capacitor Allocation Problem using DE Algorithm in Practical Distribution Networks

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Warianty tytułu
PL
Rozwiązywanie problemu optymalnej lokalizacji kondensatora w sieci energetycznej przy wykorzystaniu algorytmu ewolucyjnego DE
Języki publikacji
EN
Abstrakty
EN
In this paper, Differential Evolutionary (DE) algorithm has been proposed to determine optimal location, size, and number of capacitor banks in the radial distribution networks. Load of networks consist of different patterns, then in load modelling process three models have been introduced; constant and varying as well as effective loads. For capacitor installation, distribution networks are best option and as majority of distribution networks have radial topology; then DE algorithm has been tested on IEEE 10-bus radial distribution network and practical 73-bus radial distribution network of Ahvaz city in south of Iran. In this study, has been focused on cost and active power loss reduction as well as increment of minimum voltage using capacitor installation.
PL
W artykule opisano wykorzystanie algorytmu DE (different evolutionary) do określania optymalnej lokalizacji, wielkości i liczby kondensatorów w sieci energetycznej. Jako obciążenie przyjęto trzy różne modele. Algorytm był testowany na IEEE 10-szynowej sieci promieniowej i 73 szynowej sieci w mieście Ahvaz w Iranie.
Rocznik
Strony
90--93
Opis fizyczny
Bibliogr. 17 poz., schem., tab., wykr.
Twórcy
autor
autor
autor
autor
autor
Bibliografia
  • [1] Sundhararajan S. and Pahwa A., Optimal selection of capacitors for radial distribution systems using a genetic algorithm. IEEE Transactions on Power Systems. 9(1994) , No.3,1499-1504.
  • [2] Levitin G., Kalyuzhny A., Shenkman A. and Chertkov M., Optimal capacitor allocation in distribution systems using a genetic algorithm and a fast energy loss computation technique. IEEE Transactions on Power Delivery. 15 (2000), No.2, 623-628.
  • [3] Kim K.H., Rhee S.B., Kim S.N. and You S.K. Application of ESGA hybrid approach for voltage profile improvement by capacitor placement. IEEE Transactions on Power Delivery. 18 (2003), No.4,1516-1522.
  • [4] Carpinelli G., Proto D., Noce C., Russo A. and Varilone P., Optimal allocation of capacitors in unbalanced multi-converter distribution systems: A comparison of some fast techniques based on genetic algorithms. Electric Power Systems Research. 80 (2010), 642-650.
  • [5] Yu X.M., Xiong X.Y. and Wu Y.W., A PSO-based approach to optimal capacitor placement with harmonic distortion consideration, Electric Power Systems Research. 71(2004), 27-33.
  • [6] Etemadi, A.H. and Fotuhi-Firuzabad M., Distribution system reliability enhancement using optimal capacitor placement. IET Gener. Transm. Distrib., 2(2008), No.5, 621-631.
  • [7] Eajal A.A. and El-Hawary M.E., Optimal capacitor placement and sizing in unbalanced distribution systems with harmonics consideration using particle swarm optimization, IEEE Transactions on Power Delivery, 25(2010),1734-1741.
  • [8] Taher S.A., Karimian A. and Hasani M., A new method for optimal location and sizing of capacitors in distorted distribution networks using PSO algorithm, Simulation Modeling Practice and Theory. 19 (2011), 662-672.
  • [9] Ramachandra Murthy K.V.S., Raju R.M. and Govinda Rao G., Comparison between conventional, GA and PSO with respect to optimal capacitor placement in agricultural distribution system, Annual IEEE India Conference (INDICON), 2010, 1-4.
  • [10] Huang T.L., Hsiao Y.T., Chang Ch.H. and Jiang J.A., Optimal placement of capacitors in distribution systems using an immune multi-objective algorithm, Electrical Power and Energy Systems, 30 (2008), 184–192
  • [11] Seifi A. and Hesamzadeh M.R., A hybrid optimization approach for distribution capacitor allocation considering varying load conditions, Electrical Power and Energy Systems. 31(2009),589-595.
  • [12] Storn R. and Price K., Differential Evolution-A simple and efficient heuristic for global optimization over continuous spaces, Journal of Global Optimization. 11(1997), 341-359.
  • [13] Mekhamer S.F., Soliman S.A., Moustafa M.A. and El-Hawary M.E., Application of fuzzy logic for reactive-power compensation of radial distribution feeders, IEEE Transactions on Power System. 18 (2003), No.1, 206-213.
  • [14] Prakash K. and Sydulu M., Particle swarm optimization based capacitor placement on radial distribution systems, IEEE Power Engineering Society General Meeting,(2007)1-5.
  • [15] Su C.T. and Tsai C.C., A new fuzzy reasoning approach to optimum capacitor allocation for primary distribution systems, Proc IEEE on Industrial Technology Conf, (1996) 237-241.
  • [16] Srinivasa Rao R. and Narasimham S.V.L., Optimal capacitor placement in a radial distribution system using plant growth simulation algorithm. International Journal of Electrical Power and Energy Systems Engineering. 1 (2008), No.2, 715-722.
  • [17] Hooshmand R.A. and Ataei M., Optimal capacitor placement in actual configuration and operational conditions of distribution systems using RCGA, Journal of Electrical Engineering, 58 (2007), No.4, 189-199.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPOH-0065-0019
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