Abstract
The links between climate change and tropical cyclone behavior are frequently studied but still uncertain. This uncertainty makes planning for climate change a difficult task. Here we focus on one area of climate-related risk: the impact of tropical cyclones on United States power systems, and we evaluate this risk through the simulation of impacts to the power system under 12 plausible scenarios in which climate change may affect tropical cyclone intensity, frequency, and location. We use a sensitivity analysis based approached grounded in the literature rather than directly simulating from specific GCM output due to the high degree of uncertainty in both the climate models and the climate-hurricane relationship. We show how changes in tropical cyclone activity influence extreme wind speeds, probability of power outages, and the proportion of people without power. While climate change and its impacts are often discussed globally, this work provides information at a much more local scale. The sensitivity of an individual area can be assessed, and the information presented here can be incorporated into planning and mitigation strategies for power systems faced with an uncertain future in a changing climate.
Similar content being viewed by others
References
AIR Worldwide (2012) Assessing U.S. Hurricane Risk: Do The Models Make Sense? AIR Worldwide
ASCE 7-10. ASCE 7-10 Wind Speeds. Available From: https://www.atcouncil.org/windspeed/
Dailey PS, Ljung G, Zuba G, Guin J (2009) Probability of hurricane intensification and United States hurricane landfall under conditions of elevated Atlantic sea surface temperatures. In: Hurricanes and climate change, Springer, 121–138
Emanuel K (2005) Increasing destructiveness of tropical cyclones over the past 30 years. Nature 436(7051):686–688
Emanuel K, Sundararajan R, Williams J (2008) Hurricanes and global warming: Results from downscaling IPCC AR4 simulations. Bull Am Meteorol Soc 89(3):347–367
Guikema SD, Udoh I, Irish J, Nateghi R (2012) The effects of hurricane surge in power system outage risk models. Proceedings, Probabilistic Safety Assessment And Management 11/Esrel 12, Helsinki, Finland
Guikema SD, Nateghi R, Quiring S, Staid A, Reilly A, Gao M (2014) Predicting hurricane power outages to support storm response planning. IEEE Access
Han S, Guikema SD, Quiring SM (2009a) Improving the predictive accuracy of hurricane power outage forecasts using generalized additive models. Risk Anal 29(10):1443–1453
Han S, Guikema SD, Quiring SM, Lee K, Rosowsky D, Davidson RA (2009b) Estimating the spatial distribution of power outages during hurricanes in the gulf coast region. Reliab Eng Syst Saf 94(2):199–210
Henderson-Sellers A, Zhang H, Berz G, Emanuel K, Gray W, Landsea C, Holland G, Lighthill J, Shieh S, Webster P (1998) Tropical cyclones and global climate change: A post-IPCC assessment. Bull Am Meteorol Soc 79(1):19–38
Holland G (2008) A revised hurricane pressure-wind model. Mon Weather Rev 136(9):3432–3445
Huang Z, Rosowsky D, Sparks P (2001) Hurricane simulation techniques for the evaluation of wind-speeds and expected insurance losses. J Wind Eng Ind Aerodyn 89(7):605–617
Kaplan J, Demaria M (1995) A simple empirical model for predicting the decay of tropical cyclone winds after landfall. J Appl Meteorol 34(11):2499–2512
Knutson TR, Sirutis JJ, Garner ST, Vecchi GA, Held IM (2008) Simulated reduction in Atlantic hurricane frequency under twenty-first-century warming conditions. Nat Geosci 1(6):359–364
Knutson TR, Mcbride JL, Chan J, Emanuel K, Holland G, Landsea C, Held I, Kossin JP, Srivastava A, Sugi M (2010) Tropical cyclones and climate change. Nat Geosci 3(3):157–163
Liu H, Davidson RA, Rosowsky DV, Stedinger JR (2005) Negative binomial regression of electric power outages in hurricanes. J Infrastruct Syst 11(4):258–267
Liu H, Davidson RA, Apanasovich T (2007) Statistical forecasting of electric power restoration times in hurricanes and ice storms. Power Syst, IEEE Trans 22(4):2270–2279
Mann ME, Emanuel KA (2006) Atlantic hurricane trends linked to climate change. EOS Trans Am Geophys Union 87(24):233
Mendelsohn R, Emanuel K, Chonabayashi S, Bakkensen L (2012) The impact of climate change on global tropical cyclone damage. Nat Clim Chang 2(3):205–209
Mudd L, Wang Y, Letchford C, Rosowsky D (2014) Assessing climate change impact on the US East Coast hurricane hazard: temperature, frequency, and track. Natural Hazards Review
Nateghi R, Guikema SD, Quiring SM (2011) Comparison and validation of statistical methods for predicting power outage durations in the event of hurricanes. Risk Anal 31(12):1897–1906
Nateghi R, Guikema S, Quiring SM (2013) Power outage estimation for tropical cyclones: improved accuracy with simpler models. Risk Anal 34(6):1069–1078. doi:10.1111/risa.12131
Pielke RA Jr (2007) Future economic damage from tropical cyclones: sensitivities to societal and climate changes. Philos Trans A Math Phys Eng Sci 365(1860):2717–2729
Pielke RA Jr, Landsea C, Mayfield M, Laver J, Pasch R (2005) Hurricanes and global warming. Bull Am Meteorol Soc 86(11):1571–1575
Ranger N, Reeder T, Lowe J (2013) Addressing ‘deep’ uncertainty over long-term climate in major infrastructure projects: four innovations of the Thames estuary 2100 project. EURO J Decis Process 1(3–4):233–262
Risk Management Solutions, Inc. (2012) Principles Of Model Validation: United States Hurricane Model
Risky Business Project (2014) Risky Business: The Economic Risks Of Climate Change In The United States. Risky Business
Saunders MA, Lea AS (2008) Large contribution of sea surface warming to recent increase in Atlantic hurricane activity. Nature 451(7178):557–560
Vickery PJ, Masters FJ, Powell MD, Wadhera D (2009) Hurricane hazard modeling: the past, present, and future. J Wind Eng Ind Aerodyn 97(7):392–405
Walker WE, Haasnoot M, Kwakkel JH (2013) Adapt or perish: a review of planning approaches for adaptation under deep uncertainty. Sustainability 5(3):955–979
Webster PJ, Holland GJ, Curry JA, Chang H (2005) Changes in tropical cyclone number, duration, and intensity in a warming environment. Science 309(5742):1844–1846
Willoughby H, Darling R, Rahn M (2006) Parametric representation of the primary hurricane vortex. Part II: a new family of sectionally continuous profiles. Mon Weather Rev 134(4):1102–1120
Winkler J, Duenas-Osorio L, Stein R, Subramanian D (2010) Performance assessment of topologically diverse power systems subjected to hurricane events. Reliab Eng Syst Saf 95(4):323–336
Yonetani T, Gordon HB (2001) Simulated changes in the frequency of extremes and regional features of seasonal/annual temperature and precipitation when atmospheric CO2 is doubled. J Clim 14(8):1765–1779
Zamuda C, Mignone B, Bilello D, Hallett K, Lee C, Macknick J, Newmark R, Steinberg D (2013) US Energy Sector Vulnerabilities to Climate Change And Extreme Weather. U.S. Department Of Energy
Zimmerman R, Restrepo CE (2009) Analyzing Cascading Effects Within Infrastructure Sectors For Consequence Reduction. IEEE Conference On Technologies For Homeland Security
Acknowledgments
This work is funded in part by the National Science Foundation (NSF) CMMI Grant 1149460, NSF CBET SEES Grant 1215872, NSF SEES Grant 1331399, and NSF CMMI Grant 0968711. Thanks also to the National Oceanic and Atmospheric Administration from which much of the original data was gathered.
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
ESM 1
(DOCX 5883 kb)
Rights and permissions
About this article
Cite this article
Staid, A., Guikema, S.D., Nateghi, R. et al. Simulation of tropical cyclone impacts to the U.S. power system under climate change scenarios. Climatic Change 127, 535–546 (2014). https://doi.org/10.1007/s10584-014-1272-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10584-014-1272-3