A New Optimization Model for Distribution Siting and Sizing in Unbalanced Three-phase Networks for Loss and Cost Minimization
Автор: Farzaneh Yazdani, Seyyed Mehdy Hosseini, Taghi Barforuoshi
Журнал: International Journal of Computer Network and Information Security(IJCNIS) @ijcnis
Статья в выпуске: 7 vol.6, 2014 года.
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Since distribution substations connect transmission lines and distribution system, planning these substations is a very important step in scheduling process of power system and optimal placement of distribution transformers for reducing the involved loss is of concern. In this paper a new model is [proposed for solving optimal substation planning of distribution networks. In the objective function, we have included both capital and operation (loss) costs. The optimization problem is solved by genetic algorithm (GA). In order to evaluate the effects of load imbalance in low-voltage system, a group of balanced one-phase and three-phase and imbalanced three-phase in 4-wire system are used. As a case study, the optimization model is tested on the 33-bus system. Simulation results show that the total cost is reduced by balancing the load of different phases. Also, the results confirm a 48 % reduction in loss and an 11 % reduction in costs of the network planning. Moreover influence of energy cost change and load change on distribution network planning is evaluated by investigating on 33-bus system.
Distribution substation, unbalanced three-phase loads, losses, genetic algorithm
Короткий адрес: https://sciup.org/15011320
IDR: 15011320
Список литературы A New Optimization Model for Distribution Siting and Sizing in Unbalanced Three-phase Networks for Loss and Cost Minimization
- A. Jorge E. Mendoza ,"Low voltage distribution optimization: Site, quantity and size of distribution transformers" Electric Power Systems Research 91 52– 60, 2012.
- Gonen T. Electric power distribution system engineering. Book:McGraw-Hill; 1986.
- Willis HL, "Power Distribution Planning" refrence book, New York: Marcel Dekker Inc: 1997.
- A. T.H.M. El-Fouly and B. H.H.Zeineldin and C. E.F.El-Saadany and D. M.M.A. Salama, "A new optimization model for distribution substation siting, sizing and timing" Electrical Power and Energy Systems 30 308-315, 2008.
- A. Dai Hongwei and B. Yu Yixin and C. Huang Chunhua and D. Wang Chengshan and E. GeShaoyaun, "Optimal planning of distribution substation locations and sizes model and algorithm" Electrical Power & Energy Systems 18 353-357, 1996.
- A. H.K.Temraz and B. M.M.A. Salama, "A planning model for siting, sizing and timing of distribution substations and defining the associated service area" Electrical Power Systems Research 62 145-151, 2002.
- A. Khodr, H.M. "A probabilistic methodology for distribution substation location"IEEE Power & Energy Society 388-393, 2003.
- Carrano. E.G, Takahashi. R.H.C, Cardoso. E.P, Saldanha. R.R, Neto. O.M, "Optimal substation location and energy distribution network design using a hybrid GA-BFGS algorithm", Generation, Transmission and Distribution, IEEE Proceeding, Volume 152, 2005.
- Yadav. A.K, Azeem. A, Singh. A, Malik. H, Rahi. O.P, "Application Research Based on Artificial Neural Network (ANN) to Predict No-Load Loss for Transformer's Design", Communication Systems and Network Technologies, 2011 International Conference.
- Steinmetz. T, Cranganu-Cretu. B, Smajic. J, "Investigations of no-load and load losses in amorphous core dry-type transformers", Electrical Machines (ICEM), 2010 XIX International Conference.
- W. H. Kersting," Distribution system modeling and analysis", CRC Press LLC, New York, 2002.
- Rui Bo, Fangxing Li, "Probabilistic LMP Forecasting Considering Load Uncertainty", Power systems, IEEE Transaction, Volume 24, 2009.