Abstract
The demand for electrical power is continuously increasing which may lead to voltage depression in buses or excessive reactive power flow in branches. Solution of voltage constrained reactive power planning (VCRPP) problem aims to optimize objective function like transmission loss, operating cost, and betterment of magnitude of voltage by optimal adjustment of controlling parameters. In present work, Ameliorated Harris hawks optimization (AHHO) and Harris hawks optimization (HHO) algorithm have been applied for the solution of VCRPP problem of power system. Ameliorated Harris hawks optimization procedure improves searching process of the pray. The proposed approach has been tested and examined under different reactive loading conditions. The efficacy of the suggested method is demonstrated from the numerical simulations and justified by comparison with other evolutionary techniques for optimization.
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References
Hemmati, R., Hooshmand, R.-A., Khodabakhshian, A.: Market based transmission expansion and reactive power planning with consideration of wind and load uncertainties. Renew. Sustain. Energy Rev. 29, 1–10 (2014)
Birchfield, A.B., Ti, X., Overbye, T.J.: Power flow convergence and reactive power planning in the creation of large synthetic grids. IEEE Trans. Power Syst. 33(6), 6667–6674 (2018)
Sekhane, H., Djamel, L.: Identification of the weakest buses to facilitate the search for optimal placement of var sources using “Kessel and Glavitch” Index. J. Electric. Eng. Technol 1–11 (2019)
Karami-Horestani, A.R., Golshan, M.E.H., Monsef, H.: Expected security constrained reactive power planning. IET Gener. Trans. Distrib. 10(10), 2306–2315 (2016)
El-Araby, E.-S.E., Yorino, N.: Reactive power reserve management tool for voltage stability enhancement. IET Gener. Trans. Distrib. 12(8), 1879–1888 (2018)
Heidari, A.A., Seyedali, M., Hossam F., Ibrahim, A., Majdi, M., Chen, H.: Harris Hawks optimization: Algorithm and applications. Fut. Gener. Comput. Syst. 97, 849–872 (2019)
Shaheen, A.M., Ragab A.E.-S., Sobhy M.F.: A reactive power planning procedure considering iterative identification of VAR candidate buses. Neural Comput. Appl. 31(3), 653–674 (2019)
Deng, Z., Mihai D.R., Jan K.S.: Kriging assisted surrogate evolutionary computation to solve optimal power flow problems. IEEE Transactions on Power Systems (2019)
Bouchekara, H.R.E.H.: Optimal power flow using black-hole-based optimization approach. Appl. Soft Comput. 24, 879–888 (2014)
Reddy, S.S., Srinivasa, C.R.: Optimal power flow using glowworm swarm optimization. Int. J. Electri. Power Energy Syst. 80, 128–139 (2016)
Singh, R.P., Mukherjee, V., Ghoshal, S.P.: Optimal reactive power dispatch by particle swarm optimization with an aging leader and challengers. Appl. Soft Comput. 29, 298–309 (2015)
Rajan, A., Malakar, T.: Optimal reactive power dispatch using hybrid Nelder–Mead simplex based firefly algorithm. Int. J. Electri. Power Energy Syst. 66, 9–24 (2015)
Amrane, Y., Mohamed, B., Messaoud, B.: A new optimal reactive power planning based on differential search algorithm. Int. J. Electric. Power Energy Syst. 64, 551–561 (2015)
Lee, W.-T., Horng, S.-C., Lin, C.-F.: Application of ordinal optimization to reactive volt-ampere sources planning problems. Energies 12(14), 2746 (2019)
Bhattacharyya, B., Raj, S.: PSO based bio inspired algorithms for reactive power planning. Int. J. Electr. Power Energy Syst. 74, 396–402 (2016)
Raj, S., Bhattacharyya, B.: Reactive power planning by opposition-based grey wolf optimization method. Int. Trans. Electric. Energy Syst. 28(6), e2551 (2018)
Bhattacharyya, B., Raj, S.: Differential evolution technique for the optimization of reactive power reserves. J. Circ. Syst. Comput. 26(10), 1750155 (2017)
Chiang, H.D., Wang, J.C., Cockings, O., Shin, H.D.: Optimal capacitor placements in Distribution systems: part 2: solution algorithms and numerical results. IEEE Trans Power Deliv 5(2) (1990)
Mahapatra, S., Jha, A.N., Panigrahi, B.K.: Hybrid technique for optimal location and cost sizing of thyristor controlled series compensator to upgrade voltage stability. IET Generat. Trans. Distribu. 10(8), 1921–1927 (2016)
Bhattacharyya, B., Goswami, S.K., Bansal, R.C.: Loss sensitivity approach in evolutionary algorithms for reactive power planning. Electric Power Comp. Syst. 37(3), 287–299 (2009)
Pai, M.A.: Computer Techniques in Power System Analysis, 3rd edn. Tata McGraw Hill Education Private Limited (2005)
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Swetha Shekarappa, G., Mahapatra, S., Raj, S. (2021). Voltage Constrained Reactive Power Planning by Ameliorated HHO Technique. In: Gupta, O.H., Sood, V.K. (eds) Recent Advances in Power Systems. Lecture Notes in Electrical Engineering, vol 699. Springer, Singapore. https://doi.org/10.1007/978-981-15-7994-3_40
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DOI: https://doi.org/10.1007/978-981-15-7994-3_40
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