A Harmony Search-Based Approach for Real-Time Volt & Var Control in Distribution Network by Considering Distributed Generations Units

Document Type : Research Paper

Authors

1 semnan university

2 Electrical Engineering Department of Islamic Azad University (IAU), Damghan-Branch, Semnan, Iran

Abstract

In recent decades, the development of telecommunications infrastructure has led to the rapid exchange of data between the distribution network components and the control center in many developed countries. Considering the numerous benefits of the Distributed Generators (DGs), these changes have made more motivations for distribution companies to utilize these kinds of generators more than ever before. The Volt & Var control in distribution networks is one of the greatest control plans which can be influenced via DGs.  In this study, a new approach is presented for the Volt & Var control which the output reactive powers of the DGs, Static Var Compensators (SVCs), Load Tap Changers (LTCs), Interruptible Load (IL), and the settings of the local controllers are selected as control variables. The proposed approach is a non–linear optimization problem; hence, a novel and robust meta–heuristic algorithm based on the Harmony Search Algorithm (HSA) is presented with high-speed converge. Also, this paper presents an approach to incorporate the model of the DGs and SVCs in the load flow equations of distribution systems. The feasibility and effectiveness of the proposed approach are illustrated on a real–life distribution network, part of the Tehran province electrical distribution network.

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[1]      M.Oshiro,K.Tanaka, A.Uehara, T.Senjyu, Y.Miyazato, A.Yona and T.Funabashi, 2010, "Optimal Voltage Control in distribution system with Coordination of distribution installations ", Electrical Power and Energy System. vol. 32, 1125-1134.
[2]      I.Roytelman,B.K.Wee&R.L.Lugtu, 1995, "Volt/Var Control algorithm for modern Distribution management system ", IEEE Transactions on Power Delivery. vol. 10, 1454-1460.
[3]      I.Roytelman ,V.Ganesan, 2000, " Coordinated Local and Centralized Control in Distribution management system ", IEEE Transactions on Power Delivery. vol. 15, 718-724.
[4]      Ferry A. Viawan, Ambra Sannino, Jaap Daalder, 2007, " Voltage control with on-load tap changers in medium voltage feeders in presence of distributed generation ", Electrical Power System Research. vol. 77, 1314-1322.
[5]      Akbar Rahideh ,M. Gitizadeh, 2006, " Voltage control with on-load tap changers in medium voltage feeders in presence of distributed generation ", Electrical Power System Research. vol. 76, 996–1002.
[6]      J. C.Wang, H. D. Chiang, K. N. Miu, and G. Darling, 1997, " Capacitor placement and real time control in large-scale unbalanced distribution systems: Numerical studies ", IEEE Transactions on Power Delivery. vol. 12, 959–964.
[7]      J.H.Teng,2008," Modelling distributed generations in three-phase distribution load flow ", IET Gener.Transm.Distrib. vol. 2, 330–340.
[8]      T.Niknam, B.B.Firouzi, 2009, " A practical algorithm for distribution state estimation including renewable energy sources ", Renewable Energy. vol. 34, 2309–2316.
[9]      T.Niknam,2008," A new approach based on ant colony optimization for daily Volt/Var control in distribution networks considering distributed generators", Energy Conversion and Management. vol. 42, 3417–3424.
[10]   Z.W. Geem, J.H. Kim, G.V. Loganathan. Harmony search optimization: application to pipe network design. International Journal of Modeling and Simulation, Vol. 22, No. 2, pp. 125–133, 2002.
[11]   S. Chen, C C.F.N. Owan, P.M. Grant. Orthogonal least squares learning algorithm for radial basis function networks. IEEE Transactions on Neural Networks, Vol. 2, No. 2, pp. 302−309, 1991.
[12]   A.Vasebi, M. Fesanghary, S.M.T. Bathaee. Combined heat and power economic dispatch by harmony search algorithm. International Journal of Electrical Power and Energy Systems (IJEPES), Vol. 29, No. 10, 2007, pp. 713–719.
[13]   M. Afkousi−Paqaleh, M. Rashidinejad, M. Pourakbari−Kasmaei. An implementation of harmony search algorithm to unit commitment problem. International Journal of Electrical Engineering, Vol. 92, No. 6, pp. 215–225, 2010.
[14]   Tran T, Choi J, Kwon J, (Rahim) El–Keib A, Watada J. Application of Fuzzy Set Theory to Transmission System Expansion Planning. International Symposium on management Engineering (ISME), March 10–12, 2007.
[15]   Maghouli P, Hosseini SH, Buygi MO, Shahidehpour M. A Multi–Objective Framework for Transmission Expansion Planning in Deregulated Environments. IEEE Transactions on Power Systems, 2009; vol. 24, no. 2, pp. 1051–1061.
[16]   S.J. Tabatabaei, H.R. Izadfar. A new approach based on particle swarm optimization for volt & var control in power distribution systems considering distributed generations. 1st Joint Iran & Germany Conference on  Renewable Energy, IGCRE’14, 9-10 September 2014, Shahid Beheshti University (SBU), G.C., Tehran, Iran.