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Optimizing power system investments and resilience against attacks

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  • Fang, Yiping
  • Sansavini, Giovanni

Abstract

This paper studies the combination of capacity expansion and switch installation in electric systems that ensures optimum performance under nominal operations and attacks. The planner–attacker–defender model is adopted to develop decisions that minimize investment and operating costs, and functionality loss after attacks. The model bridges long-term system planning for transmission expansion and short-term switching operations in reaction to attacks. The mixed-integer optimization is solved by decomposition via two-layer cutting plane algorithm. Numerical results on an IEEE system shows that small investments in transmission line switching enhance resilience by responding to disruptions via system reconfiguration. Sensitivity analyses show that transmission planning under the assumption of small-scale attacks provides the most robust strategy, i.e. the minimum-regret planning, if many constraints and limited investment budget affect the planning. On the other hand, the assumption of large-scale attacks provides the most robust strategy if the planning process involves large flexibility and budget.

Suggested Citation

  • Fang, Yiping & Sansavini, Giovanni, 2017. "Optimizing power system investments and resilience against attacks," Reliability Engineering and System Safety, Elsevier, vol. 159(C), pages 161-173.
    • Handle: RePEc:eee:reensy:v:159:y:2017:i:c:p:161-173
    DOI: 10.1016/j.ress.2016.10.028
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    1. Hemmati, Reza & Hooshmand, Rahmat-Allah & Khodabakhshian, Amin, 2013. "State-of-the-art of transmission expansion planning: Comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 312-319.
    2. Zio, E., 2009. "Reliability engineering: Old problems and new challenges," Reliability Engineering and System Safety, Elsevier, vol. 94(2), pages 125-141.
    3. Guikema, Seth D. & Aven, Terje, 2010. "Assessing risk from intelligent attacks: A perspective on approaches," Reliability Engineering and System Safety, Elsevier, vol. 95(5), pages 478-483.
    4. Kory Hedman & Shmuel Oren & Richard O’Neill, 2011. "Optimal transmission switching: economic efficiency and market implications," Journal of Regulatory Economics, Springer, vol. 40(2), pages 111-140, October.
    5. Patterson, S.A. & Apostolakis, G.E., 2007. "Identification of critical locations across multiple infrastructures for terrorist actions," Reliability Engineering and System Safety, Elsevier, vol. 92(9), pages 1183-1203.
    6. Villumsen, J.C. & Philpott, A.B., 2012. "Investment in electricity networks with transmission switching," European Journal of Operational Research, Elsevier, vol. 222(2), pages 377-385.
    7. Hausken, Kjell, 2008. "Strategic defense and attack for series and parallel reliability systems," European Journal of Operational Research, Elsevier, vol. 186(2), pages 856-881, April.
    8. Yuan, Wei & Zhao, Long & Zeng, Bo, 2014. "Optimal power grid protection through a defender–attacker–defender model," Reliability Engineering and System Safety, Elsevier, vol. 121(C), pages 83-89.
    9. Woods, David D., 2015. "Four concepts for resilience and the implications for the future of resilience engineering," Reliability Engineering and System Safety, Elsevier, vol. 141(C), pages 5-9.
    10. Jinil HAN & Anthony PAPAVASILIOU, 2016. "The impacts of transmission topology control on the European electricity network," LIDAM Reprints CORE 2883, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    11. Gerald Brown & Matthew Carlyle & Javier Salmerón & Kevin Wood, 2006. "Defending Critical Infrastructure," Interfaces, INFORMS, vol. 36(6), pages 530-544, December.
    12. Levitin, Gregory & Ben-Haim, Hanoch, 2008. "Importance of protections against intentional attacks," Reliability Engineering and System Safety, Elsevier, vol. 93(4), pages 639-646.
    13. Al-Hamouz, Zakariya Mahmoud & Al-Faraj, Ali Sadiq, 2003. "Transmission-expansion planning based on anon-linear programming algorithm," Applied Energy, Elsevier, vol. 76(1-3), pages 169-177, September.
    14. Lehr, Ulrike & Lutz, Christian & Edler, Dietmar, 2012. "Green jobs? Economic impacts of renewable energy in Germany," Energy Policy, Elsevier, vol. 47(C), pages 358-364.
    15. Ruiz, C. & Conejo, A.J., 2015. "Robust transmission expansion planning," European Journal of Operational Research, Elsevier, vol. 242(2), pages 390-401.
    16. Hausken, Kjell, 2008. "Strategic defense and attack for reliability systems," Reliability Engineering and System Safety, Elsevier, vol. 93(11), pages 1740-1750.
    17. Cadini, F. & Zio, E. & Petrescu, C.A., 2010. "Optimal expansion of an existing electrical power transmission network by multi-objective genetic algorithms," Reliability Engineering and System Safety, Elsevier, vol. 95(3), pages 173-181.
    18. Bier, Vicki M. & Gratz, Eli R. & Haphuriwat, Naraphorn J. & Magua, Wairimu & Wierzbicki, Kevin R., 2007. "Methodology for identifying near-optimal interdiction strategies for a power transmission system," Reliability Engineering and System Safety, Elsevier, vol. 92(9), pages 1155-1161.
    19. Hausken, Kjell & Levitin, Gregory, 2009. "Minmax defense strategy for complex multi-state systems," Reliability Engineering and System Safety, Elsevier, vol. 94(2), pages 577-587.
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