Optimum Substation Placement and Feeder Routing Using GA-MST

Article Preview

Abstract:

Distribution system as an important division of the electric power system as one of the most complicated systems created by the mankind. The problem of distribution system planning is to find the optimum location and sizing of the substation and the optimum feeder configuration to connect the consumers to the distribution substation and distribution substation to the primary substations. This paper proposes an algorithm to find the optimum distribution substation placement and sizing by utilizing the GA algorithm and optimum feeder routing using modified MST. The proposed algorithm has performed on distribution network model with 250 consumers form MV to LV levels. The result indicates that proposed algorithm is able to achieve the optimum number of substation in adequate placement and sizing with optimum feeder routing. The problem constraints of distribution network planning are considered as a part of objective function.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

9-13

Citation:

Online since:

August 2015

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2015 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] R. H. Fletcher and K. Strunz, Optimal distribution system horizon planning–part I: formulation, Power Syst. IEEE Trans., vol. 22, no. 2, p.791–799, (2007).

DOI: 10.1109/tpwrs.2007.895173

Google Scholar

[2] R. H. Fletcher and K. Strunz, Optimal distribution system horizon planning–Part II: application, Power Syst. IEEE Trans., vol. 22, no. 2, p.862–870, (2007).

DOI: 10.1109/tpwrs.2007.895177

Google Scholar

[3] Z. Liu and J. Zhang, Optimal planning of substation locating and sizing based on refined multi-team PSO algorithm, in Zhongguo Dianji Gongcheng Xuebao(Proceedings of the Chinese Society of Electrical Engineering), 2007, vol. 27, no. 1, p.105–111.

Google Scholar

[4] M. S. Sepasian, H. Seifi, A. A. Foroud, S. H. Hosseini, and E. M. Kabir, A new approach for substation expansion planning, Power Syst. IEEE Trans., vol. 21, no. 2, p.997–1004, (2006).

DOI: 10.1109/tpwrs.2006.873406

Google Scholar

[5] G. L. Thompson and D. L. Wall, A branch and bound model for choosing optimal substation locations, Power Appar. Syst. IEEE Trans., no. 5, p.2683–2688, (1981).

DOI: 10.1109/tpas.1981.316784

Google Scholar

[6] N. Ponnavaikko, K. S. Rao, and S. S. Venkata, Distribution system planning through a quadratic mixed integer programming approach, Power Deliv. IEEE Trans., vol. 2, no. 4, p.1157–1163, (1987).

DOI: 10.1109/tpwrd.1987.4308237

Google Scholar

[7] K. L. Lo and I. Nashid, Interactive expert system for optimal design of electricity distribution systems, IEE Proceedings-Generation, Transm. Distrib., vol. 143, no. 2, p.151–156, (1996).

DOI: 10.1049/ip-gtd:19960329

Google Scholar

[8] H. H. John, Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence, USA Univ. Michigan, (1975).

Google Scholar

[9] S. Najafi, S. H. Hosseinian, M. Abedi, a. Vahidnia, and S. Abachezadeh, A Framework for Optimal Planning in Large Distribution Networks, IEEE Trans. Power Syst., vol. 24, no. 2, p.1019–1028, May (2009).

DOI: 10.1109/tpwrs.2009.2016052

Google Scholar

[10] I. J. Hasan, M. Shamshiri, C. K. Gan, M. Ruddin, A. Ghani, and R. Bin Omar, Optimum Feeder Routing and Distribution Substation Placement and sizing Using PSO and MST, Indian J. Sci. Technol., (2014).

DOI: 10.17485/ijst/2014/v7i10.27

Google Scholar

[11] A. Eajal and M. El-Hawary, Optimal capacitor placement and sizing in distorted radial distribution systems part III: Numerical results, in 4th International Conference on Harmonics and Quality of Power (ICHQP), 2010, p.1 – 8.

DOI: 10.1109/ichqp.2010.5625474

Google Scholar