Risk of Tropical Cyclones and Floods to Power Grids in Southeast and East Asia

Mengqi Ye, Philip J. Ward, Nadia Bloemendaal, Sadhana Nirandjan, Elco E. Koks

International Journal of Disaster Risk Science ›› 2024, Vol. 15 ›› Issue (4) : 494-507. DOI: 10.1007/s13753-024-00573-7
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Risk of Tropical Cyclones and Floods to Power Grids in Southeast and East Asia

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Abstract

Power grids play a critical role in modern society, serving as the lifeline of a well-functioning economy. This article presents a first large-scale study on the risk estimation of tropical cyclone (TC)-induced winds and coastal floods, which can widely impact power grids in Southeast and East Asia. Our comprehensive risk model incorporates detailed infrastructure data from OpenStreetMap (OSM) and government power grid maps, along with global hazard maps and vulnerability curves. The results reveal that the estimated expected annual damages from TCs and coastal floods to OSM-mapped assets account for approximately 0.07% (0.00–0.38%) and 0.02% (0.00–0.02%) of the total GDP of the study area, respectively. We analyzed the main sources of uncertainty in the risk model and emphasized the importance of understanding asset vulnerability. These results highlight the urgent need to strengthen power infrastructure to withstand the impacts of natural hazards, and the significance of reliable risk information for improving power grid design and planning. Focusing on developing more region-specific infrastructure data and vulnerability curves will improve the accuracy of risk estimation and provide valuable insights not only for the electricity sector but also for customers of other infrastructure systems that heavily rely on a stable supply of electricity.

Keywords

Asset level / Coastal floods / Power grids / Risk analysis / Tropical cyclones / Vulnerability curves

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Mengqi Ye, Philip J. Ward, Nadia Bloemendaal, Sadhana Nirandjan, Elco E. Koks. Risk of Tropical Cyclones and Floods to Power Grids in Southeast and East Asia. International Journal of Disaster Risk Science, 2024, 15(4): 494‒507 https://doi.org/10.1007/s13753-024-00573-7

References

[]
Alemazkoor N, Rachunok B, Chavas DR, Staid A, Louhghalam A, Nateghi R, Tootkaboni M. Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency. Scientific Reports, 2020, 10(1): Article 15270,
CrossRef Google scholar
[]
Arderne C, Zorn C, Nicolas C, Koks EE. Predictive mapping of the global power system using open data. Scientific Data, 2020, 7(1): Article 19,
CrossRef Google scholar
[]
Argyroudis SA, Mitoulis , Winter MG, Kaynia AM. Fragility of transport assets exposed to multiple hazards: State-of-the-art review toward infrastructural resilience. Reliability Engineering & System Safety, 2019, 191: Article 106567,
CrossRef Google scholar
[]
Arrighi C, Pregnolato M, Castelli F. Indirect flood impacts and cascade risk across interdependent linear infrastructures. Natural Hazards and Earth System Sciences, 2021, 21(6): 1955-1969,
CrossRef Google scholar
[]
Asian Development Bank. . The rise of natural disasters in Asia and the Pacific: Learning from ADB’s experience, 2013 Mandaluyong City Asian Development Bank
[]
Barrington-Leigh C, Millard-Ball A. The world’s user-generated road map is more than 80% complete. PLOS ONE, 2017, 12(8): Article e0180698,
CrossRef Google scholar
[]
Becker M, Karpytchev M, Hu A. Increased exposure of coastal cities to sea-level rise due to internal climate variability. Nature Climate Change, 2023, 13(4): 367-374,
CrossRef Google scholar
[]
Bloemendaal N, de Moel H, Muis S, Haigh ID, Aerts JCJH. Estimation of global tropical cyclone wind speed probabilities using the STORM dataset. Scientific Data, 2020, 7(1): Article 377,
CrossRef Google scholar
[]
Bloemendaal N, de Moel H, Martinez AB, Muis S, Haigh ID, van der Wiel K, Haarsma RJ, Ward PJ, et al.. A globally consistent local-scale assessment of future tropical cyclone risk. Science Advances, 2022, 8(17): Article eabm8438,
CrossRef Google scholar
[]
Braese J, De Vries Robbe SA, Rentschler J. . Coastal development between opportunity and disaster risk: A multisectoral risk assessment for Vietnam, 2020 Washington DC World Bank Group,
CrossRef Google scholar
[]
Brown R, Chan M, Dow L, Snyder B, Xu L. . Cost-benefit analysis of the deployment of utility infrastructure upgrades and storm hardening programs, 2009 Raleigh Quanta Technology
[]
Dai K, Chen S-E, Luo M, Loflin G. A framework for holistic designs of power line systems based on lessons learned from Super Typhoon Haiyan. Sustainable Cities and Society, 2017, 35: 350-364,
CrossRef Google scholar
[]
Dawson RJ, Thompson D, Johns D, Wood R, Darch G, Chapman L, Hughes PN, Watson GVR, et al.. A systems framework for national assessment of climate risks to infrastructure. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2018, 376(2121): Article 20170298,
CrossRef Google scholar
[]
de Moel H, Asselman NEM, Aerts JCJH. Uncertainty and sensitivity analysis of coastal flood damage estimates in the west of the Netherlands. Natural Hazards and Earth System Sciences, 2012, 12(4): 1045-1058,
CrossRef Google scholar
[]
Do V, McBrien H, Flores NM, Northrop AJ, Schlegelmilch J, Kiang MV, Casey JA. Spatiotemporal distribution of power outages with climate events and social vulnerability in the USA. Nature Communications, 2023, 14(1): 2470,
CrossRef Google scholar
[]
FEMA (Federal Emergency Management Agency). . Hazus inventory technical manual: Hazus 42 service pack 3, 2021 Washington DC FEMA
[]
Forzieri G, Bianchi eSilva AFB, MarinHerrera MA, Leblois A, Lavalle C, Aerts Feyen J.C.J.HL. Escalating impacts of climate extremes on critical infrastructures in Europe. Global Environmental Change, 2018, 48: 97-107,
CrossRef Google scholar
[]
Hall JW, Tran M, Hickford AJ, Nicholls RJ. . The future of national infrastructure: A system-of-systems approach, 2016 Cambridge Cambridge University Press,
CrossRef Google scholar
[]
Harper BA, Kepert JD, Ginger JD. . Guidelines for converting between various wind averaging periods in tropical cyclone conditions, 2010 Switzerland World Meteorological Organization (WHO)
[]
He X, Cha EJ. Modeling the damage and recovery of interdependent critical infrastructure systems from natural hazards. Reliability Engineering & System Safety, 2018, 177: 162-175,
CrossRef Google scholar
[]
Herfort B, Lautenbach S, Porto de Albuquerque J, Anderson J, Zipf A. A spatio-temporal analysis investigating completeness and inequalities of global urban building data in OpenStreetMap. Nature Communications, 2023, 14(1): Article 3985,
CrossRef Google scholar
[]
Hinkel J, Lincke D, Vafeidis AT, Perrette M, Nicholls RJ, Tol RSJ, Marzeion B, Fettweis X, et al.. Coastal flood damage and adaptation costs under 21st century sea-level rise. Proceedings of the National Academy of Sciences, 2014, 111(9): 3292-3297,
CrossRef Google scholar
[]
Holmes J, Weller R. . Design wind speeds for the Asia-Pacific region, 2002 Sydney Standards Australia International Ltd
[]
Huang B, Yang J, Streltsov A, Bradbury K, Collins LM, Malof JM. GridTracer: Automatic mapping of power grids using deep learning and overhead imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15: 4956-4970,
CrossRef Google scholar
[]
Huizinga J, de Moel H, Szewczyk W. . Global flood depth-damage functions: Methodology and the database with guidelines, 2017 Sevilla Joint Research Centre European Commission
[]
Knapp KR, Kruk MC, Levinson DH, Diamond HJ, Neumann CJ. The International Best Track Archive for Climate Stewardship (IBTrACS): Unifying tropical cyclone data. Bulletin of the American Meteorological Society, 2010, 91(3): 363-376,
CrossRef Google scholar
[]
Knutson T, Camargo SJ, Chan JCL, Emanuel K, Ho C-H, Kossin J, Mohapatra M, Satoh M, et al.. Tropical cyclones and climate change assessment: Part II: Projected response to anthropogenic warming. Bulletin of the American Meteorological Society, 2020, 101(3): E303-E322,
CrossRef Google scholar
[]
Koks E. McGee TK, Penning-Rowsell EC. Critical infrastructure and hazards. Routledge handbook of environmental hazards and society, 2022 1 London Routledge
[]
Koks E, Pant R, Thacker S, Hall JW. Understanding business disruption and economic losses due to electricity failures and flooding. International Journal of Disaster Risk Science, 2019, 10(4): 421-438,
CrossRef Google scholar
[]
Koks E, Rozenberg J, Zorn C, Tariverdi M, Vousdoukas M, Fraser SA, Hall JW, Hallegatte S. A global multi-hazard risk analysis of road and railway infrastructure assets. Nature Communications, 2019, 10(1): Article 2677,
CrossRef Google scholar
[]
Lin N. Tropical cyclones and heatwaves. Nature Climate Change, 2019, 9(8): 579-580,
CrossRef Google scholar
[]
Mendelsohn R, Emanuel K, Chonabayashi S, Bakkensen L. The impact of climate change on global tropical cyclone damage. Nature Climate Change, 2012, 2(3): 205-209,
CrossRef Google scholar
[]
National Research Council. . Risk analysis and uncertainty in flood damage reduction studies, 2000 Washington DC National Academies Press
[]
Nicolas C, Rentschler J, Potter van Loon A, Oguah S, Schweikert A, Deinert M, Koks E, Arderne C, et al.. . Stronger power: Improving power sector resilience to natural hazards, 2019 Washington DC World Bank,
CrossRef Google scholar
[]
Nirandjan S, Koks EE, Ye M, Pant R, van Ginkel KCH, Aerts JCJH, Ward PJ. Review article: Physical vulnerability database for critical infrastructure multi-hazard risk assessments—A systematic review and data collection 2024, doi" xlink:href="https://doi.org/10.5194/nhess-2023-208: Natural Hazards and Earth System Sciences Discussions
CrossRef Google scholar
[]
Pescaroli G, Alexander D. Understanding compound, interconnected, interacting, and cascading risks: A holistic framework. Risk Analysis, 2018, 38(11): 2245-2257,
CrossRef Google scholar
[]
Rentschler J, Obolensky M, Kornejew M. . Candle in the wind? Energy system resilience to natural shocks, 2019 Washington DC World Bank Group Climate Change Group,
CrossRef Google scholar
[]
Senaratne H, Mobasheri A, Ali AL, Capineri C, Haklay M. A review of volunteered geographic information quality assessment methods. International Journal of Geographical Information Science, 2017, 31(1): 139-167,
CrossRef Google scholar
[]
Shield SA, Quiring SM, Pino JV, Buckstaff K. Major impacts of weather events on the electrical power delivery system in the United States. Energy, 2021, 218: Article 119434,
CrossRef Google scholar
[]
Sirimanne S, Kim SE, Li HMD, Nam J. . Overview of natural disasters and their impacts in Asia and the Pacific, 1970–2014, 2015 Bangkok Information and Communications Technology and Disaster Risk Reduction Division of ESCAP
[]
Suppasri A, Maly E, Kitamura M, Syamsidik G, Pescaroli DA, Imamura F. Cascading disasters triggered by tsunami hazards: A perspective for critical infrastructure resilience and disaster risk reduction. International Journal of Disaster Risk Reduction, 2021, 66: Article 102597,
CrossRef Google scholar
[]
Re Swiss. . Lights out: The risks of climate and natural disaster related disruption to the electric grid, 2017 Zurich Swiss Reinsurance Company Ltd
[]
Thacker S, Adshead D, Fay M, Hallegatte S, Harvey M, Meller H, O’Regan N, Rozenberg J, et al.. Infrastructure for sustainable development. Nature Sustainability, 2019, 2(4): 324-331,
CrossRef Google scholar
[]
Tiggeloven T, de Moel H, Winsemius HC, Eilander D, Erkens G, Gebremedhin E, Diaz Loaiza A, Kuzma S, et al.. Global-scale benefit-cost analysis of coastal flood adaptation to different flood risk drivers using structural measures. Natural Hazards and Earth System Sciences, 2020, 20(4): 1025-1044,
CrossRef Google scholar
[]
Tran TL, Ritchie EA, Perkins-Kirkpatrick SE. A 50-year tropical cyclone exposure climatology in Southeast Asia. Journal of Geophysical Research: Atmospheres, 2022, 127(4): Article e2021JD036301,
CrossRef Google scholar
[]
UNDRR (United Nations Office for Disaster Risk Reduction). . Report of the open-ended intergovernmental expert working group on indicators and terminology relating to disaster risk reduction, 2016 Geneva UNDRR
[]
van Ginkel KCH, Dottori F, Alfieri L, Feyen L, Koks EE. Flood risk assessment of the European road network. Natural Hazards and Earth System Sciences, 2021, 21(3): 1011-1027,
CrossRef Google scholar
[]
Ward PJ, Jongman B, Weiland FS, Bouwman A, van Beek R, Bierkens MFP, Ligtvoet W, Winsemius HC. Assessing flood risk at the global scale: Model setup, results, and sensitivity. Environmental Research Letters, 2013, 8(4): Article 044019,
CrossRef Google scholar
[]
Ward PJ, Jongman B, Aerts JCJH, Bates PD, Botzen WJW, Diaz Loaiza A, Hallegatte S, Kind JM, et al.. A global framework for future costs and benefits of river-flood protection in urban areas. Nature Climate Change, 2017, 7(9): 642-646,
CrossRef Google scholar
[]
Ward PJ, Winsemius HC, Kuzma S, Bierkens MFP, Bouwman A, Moel HD, Loaiza AD, Eilander D, et al.. . Aqueduct floods methodology, 2020 Washington DC World Resources Institute
[]
Ward PJ, Daniell J, Duncan M, Dunne A, Hananel C, Hochrainer-Stigler S, Tijssen A, Torresan S, et al.. Invited perspectives: A research agenda towards disaster risk management pathways in multi-(hazard-)risk assessment. Natural Hazards and Earth System Sciences, 2022, 22(4): 1487-1497,
CrossRef Google scholar
[]
Winsemius HC, Van Beek LPH, Jongman B, Ward PJ, Bouwman A. A framework for global river flood risk assessments. Hydrology and Earth System Sciences, 2013, 17(5): 1871-1892,
CrossRef Google scholar
[]
Winsemius HC, Aerts JCJH, van Beek LPH, Bierkens MFP, Bouwman A, Jongman B, Kwadijk JCJ, Ligtvoet W, et al.. Global drivers of future river flood risk. Nature Climate Change, 2016, 6(4): 381-385,
CrossRef Google scholar
[]
Ye, M., P. Ward, N. Bloemendaal, S. Nirandjan, and E. Koks. 2023. Electricity infrastructure and vulnerability database for power grid risk assessment. Zenodo. https://zenodo.org/records/7550620.
[]
Yoshida K, Sugi M, Mizuta R, Murakami H, Ishii M. Future changes in tropical cyclone activity in high-resolution large-ensemble simulations. Geophysical Research Letters, 2017, 44(19): 9910-9917,
CrossRef Google scholar
[]
Zio E. Challenges in the vulnerability and risk analysis of critical infrastructures. Reliability Engineering & System Safety, 2016, 152: 137-150,
CrossRef Google scholar

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