Abstract
This paper proposes a new optimal approach to determine the location and size of the Energy Storage System (ESS) in transmission expansion planning (TEP). The proposed method combines two steps in sequence: the improved MinCut algorithm (IMCA) and the Genetic Algorithm (GA) algorithm to reduce the search space and time for finding the optimal solution satisfying many constraints. This algorithm reduces the computational volume significantly compared to previous algorithms and thereby shortens the calculation time leading to investors making timely and competitive ESS system investment decisions. The research results are applied in determining the position of the ESS in the IEEE 24-bus system, which shows the possibility of a solution to the TEP problem.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Mahdavi, M., Monsef, H.: Review of static transmission expansion planning. J. Electr. Control. Eng. 1(1), 11–17 (2011)
Lumbreras, S., Ramos, A.: The new challenges to transmission expansion planning. Survey of recent practice and literature review. Electr. Power Syst. Res. 134, 19–29 (2016)
Lee, C., Ng, S.K., Zhong, J., Wu, F.F.: Transmission Expansion Planning From Past to Future. Proc Power Systems Conf. Expo. PSCE 06(03), 257–265 (2006)
Ilic, M., Galiana, F., Fink, L.: Power systems restructuring: engineering and economics. Springer Science and Business Media, LLC, New York (2013)
Duong, T.L., Yao, J., Truong, V.A.: A new method for secured optimal power flow under normal and network contingencies via optimal location of TCSC. Int. J. Electr. Power Energy Syst. 52(8), 2013
Herbert, G.M.J., Iniyan, S., Sreevalsan, E., Rajapandiand, S.: A review of wind energy technologies. Renew. Sustain. Energy Rev. 11(6), 1117–1145 (2007)
Solangi, K.H., Islam, M.R., Saidur, R., Rahim, N.A., Fayaz, H.: A review on global solar energy policy. Renew. Sustain. Energy Rev. 15(4), 2149–2163 (2011)
Akinyele, D., Rayudu, R.: Review of energy storage technologies for sustainable power networks. Sustain. Energy Technol. Assess. 8, 74–91 (2014)
Makansi, J., Abboud, J.: Energy Storage: the missing link in the electricity value chain-An ESC. White Paper, Energy Storage Counc 1–23 (2002)
Hemmati, R., Hooshmand, R.-A., Khodabakhshian, A.: Comprehensive review of generation and transmission expansion planning. Inst. Eng. Technol. 7(9), 955–964 (2013)
Hadjipaschalis, L., Poullikkas, A., Efthimiou, V.: Overview of current and future energy storage technologies for electric power applications. Renew. Sustain. Energy Rev. 13(6–7), 1513–1522 (2009)
Dunn, B., Kamath, H., Tarascon, J.-M.: Electrical energy storage for the grid: a battery of choices. Science 334, 928–935 (2011)
Mendonça, I.M., Ivo, C.S., Marcato, A.L.M., Dias, B.H.: Transmission expansion optimization via constructive heuristic technique. IEEE Grenoble PowerTech. 1–5 (2013)
Garver, L.L.: Transmission network estimation using linear programming. IEEE Trans. Power Appar Syst. PAS-89(7), 1688–1697 (1970)
Sánchez, I.G., Romero, R., Mantovani, J.R.S., Rider, M.J.: Transmission—expansion planning using the dc model and nonlinear—programming technique. IEE Proc. Gener. Transm. Distrib. 152(6), 763–769 (2005)
Duong, T.L., Yao, J., Truong , V.A.: Application of Min Cut Algorithm for Optimal Location of FACTS Devices Considering System Loadability and Cost of InstallationInt. J. Electr. Power Energy Syst. 63(12) (2014)
Tran, T., Choi, J., Park, J.K., Moon, S.I., El-Keib, A.A.: A fuzzy branch and bound-based transmission system expansion planning considering ambiguities. IEEE Power Engineering Society General Meeting (2004)
Choi, J.S., Tran, T.T., Kang, S.R., Jeon, D.H., Lee, C.H., Billinton, R., Jaeseok, C.: A study on the optimal reliability criteria decision for a transmission system expansion planning. IEEE Power Engineering Society General Meeting (2004)
Rocha, M.C., Saraiva, J.T.: Multiyear Transmission Expansion Planning Using Discrete Evolutionary Particle Swarm Optimization. Energy Market (EEM), 2011—8th International Conference on the European, pp. 802–807 (2011)
Stoer, M., Wagner, F.: A simple min-cut algorithm. J. ACM 44(4), 585–591 (1997)
Teleke, S.: Energy storage overview: applications, technologies and economical evaluation. White Paper, Quanta Technology, pp. 1–11 (2011)
IEEE Reliability Test System: IEEE Trans. Power Appar. Syst. PAS-98(6), 2047–2054 (1979)
The IEEE Reliability Test System: IEEE Trans. Power Syst. 14(3), 1010–1020 (1999)
Acknowledgments
This research is funded by Thai Nguyen University of Technology (TNUT).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Nguyen, T.L., Dinh, N.S., Truong, V.A., Duong, T.L., Du, D.H., Tuan, D.A. (2023). Enhancing Total Transfer Capability via Optimal Location of Energy Storage Systems Using a Hybrid Improved Min-Cut Algorithm and Genetic Algorithm. In: Nguyen, D.C., Vu, N.P., Long, B.T., Puta, H., Sattler, KU. (eds) Advances in Engineering Research and Application. ICERA 2022. Lecture Notes in Networks and Systems, vol 602. Springer, Cham. https://doi.org/10.1007/978-3-031-22200-9_57
Download citation
DOI: https://doi.org/10.1007/978-3-031-22200-9_57
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-22199-6
Online ISBN: 978-3-031-22200-9
eBook Packages: EngineeringEngineering (R0)