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Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency

Nine in ten major outages in the US have been caused by hurricanes. Long-term outage risk is a function of climate change-triggered shifts in hurricane frequency and intensity; yet projections of both remain highly uncertain. However, outage risk models do not account for the epistemic uncertainties...

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Autores principales: Alemazkoor, Negin, Rachunok, Benjamin, Chavas, Daniel R, Staid, Andrea, Louhghalam, Arghavan, Nateghi, Roshanak, Tootkaboni, Mazdak
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7499252/
https://www.ncbi.nlm.nih.gov/pubmed/32943685
http://dx.doi.org/10.1038/s41598-020-72207-z
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author Alemazkoor, Negin
Rachunok, Benjamin
Chavas, Daniel R
Staid, Andrea
Louhghalam, Arghavan
Nateghi, Roshanak
Tootkaboni, Mazdak
author_facet Alemazkoor, Negin
Rachunok, Benjamin
Chavas, Daniel R
Staid, Andrea
Louhghalam, Arghavan
Nateghi, Roshanak
Tootkaboni, Mazdak
author_sort Alemazkoor, Negin
collection PubMed
description Nine in ten major outages in the US have been caused by hurricanes. Long-term outage risk is a function of climate change-triggered shifts in hurricane frequency and intensity; yet projections of both remain highly uncertain. However, outage risk models do not account for the epistemic uncertainties in physics-based hurricane projections under climate change, largely due to the extreme computational complexity. Instead they use simple probabilistic assumptions to model such uncertainties. Here, we propose a transparent and efficient framework to, for the first time, bridge the physics-based hurricane projections and intricate outage risk models. We find that uncertainty in projections of the frequency of weaker storms explains over 95% of the uncertainty in outage projections; thus, reducing this uncertainty will greatly improve outage risk management. We also show that the expected annual fraction of affected customers exhibits large variances, warranting the adoption of robust resilience investment strategies and climate-informed regulatory frameworks.
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spelling pubmed-74992522020-09-22 Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency Alemazkoor, Negin Rachunok, Benjamin Chavas, Daniel R Staid, Andrea Louhghalam, Arghavan Nateghi, Roshanak Tootkaboni, Mazdak Sci Rep Article Nine in ten major outages in the US have been caused by hurricanes. Long-term outage risk is a function of climate change-triggered shifts in hurricane frequency and intensity; yet projections of both remain highly uncertain. However, outage risk models do not account for the epistemic uncertainties in physics-based hurricane projections under climate change, largely due to the extreme computational complexity. Instead they use simple probabilistic assumptions to model such uncertainties. Here, we propose a transparent and efficient framework to, for the first time, bridge the physics-based hurricane projections and intricate outage risk models. We find that uncertainty in projections of the frequency of weaker storms explains over 95% of the uncertainty in outage projections; thus, reducing this uncertainty will greatly improve outage risk management. We also show that the expected annual fraction of affected customers exhibits large variances, warranting the adoption of robust resilience investment strategies and climate-informed regulatory frameworks. Nature Publishing Group UK 2020-09-17 /pmc/articles/PMC7499252/ /pubmed/32943685 http://dx.doi.org/10.1038/s41598-020-72207-z Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Alemazkoor, Negin
Rachunok, Benjamin
Chavas, Daniel R
Staid, Andrea
Louhghalam, Arghavan
Nateghi, Roshanak
Tootkaboni, Mazdak
Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency
title Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency
title_full Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency
title_fullStr Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency
title_full_unstemmed Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency
title_short Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency
title_sort hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of future hurricane frequency
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7499252/
https://www.ncbi.nlm.nih.gov/pubmed/32943685
http://dx.doi.org/10.1038/s41598-020-72207-z
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