Optimal transmission expansion planning considering distributed generations by using non-dominated sorting genetic algorithm-II (NSGAII)

• Autorzy: Kamarposhti Mehrdad Ahmadi , Kabalci Ersan

Identyfikatory

DOI

10.22541/au.160807087.74478199/v1

• Języki publikacji: EN

Abstrakty

EN

Reconstructing power systems has changed the traditional planning of power systems and has raised new challenges in Transmission Expansion Planning (TEP). Because of these reason, new methods and criteria have been formed for planning transmission in reconstructed environments. Thus, a dynamic programming was used for transmission efficiency based on multi-objective optimization in this research. In this model, investment cost, cost of density and dependability have been considered three objectives of optimization. In this paper, NSGAII multi-objective genetic algorithm was used to solve this non-convex and mixed integer problem. A fuzzy decision method has been used to choose the final optimal answer from the Pareto solutions obtained from NSGAII. Moreover, to confirm the efficiency of NSGAII multi-objective genetic algorithm in solving TEP problem, this algorithm was implemented in an IEEE 24 bus system and the gained results were compared with previous works in this field.

Słowa kluczowe

EN

dynamic programming; TEP; NSGA-II; fuzzy decisions

PL

programowanie dynamiczne; planowanie rozbudowy przesyłu; NSGA-II; decyzje rozmyte

• Wydawca: Institute of Heat Engineering, Warsaw University of Technology
• Czasopismo: Journal of Power Technologies
• Rocznik: 2021
• Tom: Vol. 101, nr 1
• Strony: 70--77
• Opis fizyczny: Bibliogr. 16 poz., rys., tab., wykr.

Twórcy

autor

Kamarposhti Mehrdad Ahmadi

• Department of Electrical Engineering, Jouybar Branch, Islamic Azad University Jouybar, Iran

autor

Kabalci Ersan

• Department of Electrical and Electronics Engineering, Nevsehir Haci Bektas Veli University, Nevsehir, Turkey

Bibliografia

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• 2. Fang, R., and Hill, D.J. (2003) A new strategy for transmission expansion in competitive electricity markets. IEEE Transactions on Power Systems, 18 (1), 374-380.
• 3. Styczynski, Z.A. (1999) Power network planning using Game theory. Proc. Int. Conf. on Power System.
• 4. M.O. Buygi, H.M.S., and Shahidehpour, M. (2002) Transmission planning in deregulated environments. International Journal Of Engineering, vol. 15, pp. 245-255.
• 5. Tor, O., Guven, A., and Shahidehpour, M. (2008) Congestion-driven transmission planning considering the impact of generator expansion. 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.
• 6. J. Silva, I. de, Rider, M.J., Romero, R., Garcia, A.V., and Murari, C.A. (2005) Transmission network expansion planning with security constraints. IEE Proceedings – Generation Transmission and Distribution, 152 (6), 828.
• 7. Alguacil, N., Motto, A.L., and Conejo, A.J. (2003) Transmission expansion planning: a mixed-integer LP approach. IEEE Transactions on Power Systems, 18 (3), 1070{1077.
• 8. Kalyanmoy, D. (2003) Multi-objective optimization using evolutionary algorithms, Wiley.
• 9. Kim, K.J., Park, Y.M., and Lee, K.Y. (1988) Optimal long term transmission expansion planning based on maximum principle. IEEE Transactions on Power Systems, 3 (4), 1494-1501.
• 10. Xie, M., Zhong, J., and Wu, F.F. (2007) Multiyear Transmission Expansion Planning Using Ordinal Optimization. IEEE Transactions on Power Systems, 22 (4), 1420-1428.
• 11. Romero, R., Gallego, R.A., and Monticelli, A. (1996) Transmission system expansion planning by simulated annealing. IEEE Transactions on Power Systems, 11 (1), 364-369.
• 12. Teive, R.C.G., Silva, E.L., and Fonseca, L.G.S. (1998) A cooperative expert system for transmission expansion planning of electrical power systems. IEEE Transactions on Power Systems, 13 (2), 636-642.
• 13. Kim, H., Moon, S., Choi, J., Lee, C., Wang, J., and Billinton, R. Transmission system expansion planning of KEPCO system (Youngnam area) using fuzzy set theory. IEEE Power Engineering Society Summer Meeting,.
• 14. Foroud, A.A., Abdoos, A.A., Keypour, R., and Amirahmadi, M. (2010) A multi-objective framework for dynamic transmission expansion planning in competitive electricity market. International Journal of Electrical Power & Energy Systems, 32 (8), 861-872.
• 15. Zhao, J.H., Foster, J., Dong, Z.Y., and Wong, K.P. (2011) Flexible Transmission Network Planning Considering Distributed Generation Impacts. IEEE Transactions on Power Systems, 26 (3), 1434-1443.
• 16. Subcommittee, P. (1979) IEEE Reliability Test System. IEEE Transactions on Power Apparatus and Systems, PAS-98 (6), 2047-2054.

Uwagi

PL

Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2021).