A Resiliency Study of Electric Power Network to Flooding in a Levee-Protected Area under Climate Change
Publication: Geo-Extreme 2021
ABSTRACT
Levee failures can adversely affect the performance of electric power networks in levee-protected areas. Projections from climate models suggest likelihood of more severe flooding in some regions if our planet continues to warm. Such changes in statistics of floods can increase the probability of failure of levees, which in turn, may cause disruptions of an electric power network such as generation, transmission, and distribution in a cascading manner. The main objective of this study is to examine the resiliency of electric power networks to flooding in levee-protected areas under a changing climate. For this purpose, a resiliency index is proposed that quantifies the resiliency of electric power networks against flooding in levee-protected areas. Using different Representative Concentration Pathways (RCPs), changes in the hazard level and exposure of levee-protected electric power networks are determined for a study area in the Central Valley, California. The DC power flow method is employed to evaluate the affected electric network, to minimize the number of out-of-service customers, and to obtain a quantitative resiliency index. Modeling an electric power network using the proposed approach allows establishing a relationship between flood levels and the number of affected customers under different scenarios. For the study area, three-dimensional graphs show the percentage of power outage versus the number of nodes in the lower elevations under different levels of flooding. The model offers a valuable tool for assessing the risk imposed by flooding to electric infrastructures under a changing climate. The proposed resiliency index can be employed to assess the impacts of natural hazards and climate extremes on electric power networks in levee-protected areas.
Get full access to this article
View all available purchase options and get full access to this chapter.
REFERENCES
Acosta, N. P. L., Tutivén, J. R. C., Galdámez, D. F. B., Téllez, M. Á. J., and Zwanenburg, C. (2019). Obtaining fragility curves on levees subjected to flooding. Proceedings of the XVII ECSMGE-2019, Geotechnical Engineering Foundation of the Future, doi: https://doi.org/10.32075/17ECSMGE-2019-0622.
ASCE. (2017). Infrastructure Report Card. American Society of Civil Engineers, www.infrastructurereportcard.org.
Bove, G., Becker, A., Sweeney, B., Vousdoukas, M., and Kulp, S. (2020). A method for regional estimation of climate change exposure of coastal infrastructure: Case of USVI and the influence of digital elevation models on assessments. Science of The Total Environment, 710, 136162.
D’Oria, M., Maranzoni, A., and Mazzoleni, M. (2019). Probabilistic assessment of flood hazard due to levee breaches using fragility functions. Water Resources Research, 55(11), 8740–8764.
Fant, C., Boehlert, B., Strzepek, K., Larsen, P., White, A., Gulati, S., and Martinich, J. (2020). Climate change impacts and costs to US electricity transmission and distribution infrastructure. Energy, 195, 116899.
Ferrari, A., Dazzi, S., Vacondio, R., and Mignosa, P. (2020). “Enhancing the resilience to flooding induced by levee breaches in lowland areas: a methodology based on numerical modelling.” Natural Hazards & Earth System Sciences 20, no. 1.
Foster, S. S. (2001). The interdependence of groundwater and urbanisation in rapidly developing cities. Urban water, 3(3), 185–192.
Francis, R., and Bekera, B. (2014). A metric and frameworks for resilience analysis of engineered and infrastructure systems. Reliability Engineering & System Safety, 121, 90–103.
Hasan, S., and Foliente, G. (2015). Modeling infrastructure system interdependencies and socioeconomic impacts of failure in extreme events: emerging R&D challenges. Natural Hazards, 78(3), 2143–2168.
Hawchar, L., Naughton, O., Nolan, P., Stewart, M. G., and Ryan, P. C. (2020). “A GIS-based Framework for High-Level Climate Change Risk Assessment of Critical Infrastructure.” Climate Risk Management, 100235.
Jasim, F. H., Vahedifard, F., Ragno, E., AghaKouchak, A., and Ellithy, G. (2017). Effects of climate change on fragility curves of earthen levees subjected to extreme precipitations. In Geo-Risk 2017 (pp. 498–507).
Kazerooni, M., and Overbye, T. J. (2017). Incorporating the geomagnetic disturbance models into the existing power system test cases. In 2017 IEEE Power and Energy Conference at Illinois (PECI) (pp. 1–6). IEEE.
Liu, X., Hou, K., Jia, H., Zhao, J., Mili, L., Jin, X., and Wang, D. (2020). A Planning-Oriented Resilience Assessment Framework for Transmission Systems Under Typhoon Disasters. IEEE Transactions on Smart Grid, 11(6), 5431–5441.
Mallakpour, I., Sadegh, M., and AghaKouchak, A. (2020). Changes in the exposure of California’s levee-protected critical infrastructure to flooding hazard in a warming climate. Environmental Research Letters, 15(6), 064032.
Manual, CPLEX User’S. Ibm ilog cplex optimization studio. Version 12 (1987): 1987–2018.
Nan, C., and G. Sansavini. “A quantitative method for assessing resilience of interdependent infrastructures.” Reliability Engineering & System Safety 157 (2017): 35–53.
NCEI (National Centers for Environmental Information). (2021). U.S. Billion-Dollar Weather and Climate Disasters, NOAA National Centers for Environmental Information. https://www.ncdc.noaa.gov/billions/.
NLD. (2020). National Levee Database, U.S. Army Corps of Engineers (USACE). https://levees.sec.usace.army.mil/, Accessed October 15, 2020.
Overbye, T. J., Cheng, X., and Sun, Y. (2004). “A comparison of the AC and DC power flow models for LMP calculations.” 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the. IEEE.
Pierce, D. W., Cayan, D. R., and Thrasher, B. L. (2014). Statistical Downscaling Using Localized Constructed Analogs (LOCA). Journal of Hydrometeorology, 15(6), 2558–2585.
Pierce, D. W., Cayan, D. R., Maurer, E. P., Abatzoglou, J. T., and Hegewisch, K. C. (2015). Improved Bias Correction Techniques for Hydrological Simulations of Climate Change. Journal of Hydrometeorology, 16(6), 2421–2442.
Rosato, V., Issacharoff, L., Tiriticco, F., Meloni, S., Porcellinis, S., and Setola, R. (2008). Modelling interdependent infrastructures using interacting dynamical models. International Journal of Critical Infrastructures, 4(1-2), 63–79.
Sepasian, M. S., and Seifi, H. (2011). Electric Power System Planning: Issues, Algorithms and Solutions. Germany, Springer Berlin Heidelberg.
Shortridge, J., and Camp, J. S. (2019). Addressing climate change as an emerging risk to infrastructure systems. Risk Analysis, 39(5), 959–967.
Smed, T., Andersson, G., Sheble, G. B., and Grigsby, L. L. (1991). A new approach to AC/DC power flow. IEEE Transactions on Power Systems, 6(3), 1238–1244.
Vahedifard, F., Jasim, F. H., Tracy, F. T., Abdollahi, M., Alborzi, A., and AghaKouchak, A. (2020). Levee Fragility Behavior under Projected Future Flooding in a Warming Climate. Journal of Geotechnical and Geoenvironmental Engineering, 146(12), 04020139.
Wei, H. P., Su, Y. F., Cheng, C. T., and Yeh, K. C. (2020). Levee overtopping risk assessment under climate change scenario in Kao-Ping river, Taiwan. Sustainability, 12(11), 4511.
Information & Authors
Information
Published In
Copyright
© 2021 American Society of Civil Engineers.
History
Published online: Nov 4, 2021
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.