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Asymmetrical response of California electricity demand to summer-time temperature variation

Current projections of the climate-sensitive portion of residential electricity demand are based on estimating the temperature response of the mean of the demand distribution. In this work, we show that there is significant asymmetry in the summer-time temperature response of electricity demand in t...

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Autores principales: Kumar, Rohini, Rachunok, Benjamin, Maia-Silva, Debora, Nateghi, Roshanak
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7331730/
https://www.ncbi.nlm.nih.gov/pubmed/32616812
http://dx.doi.org/10.1038/s41598-020-67695-y
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author Kumar, Rohini
Rachunok, Benjamin
Maia-Silva, Debora
Nateghi, Roshanak
author_facet Kumar, Rohini
Rachunok, Benjamin
Maia-Silva, Debora
Nateghi, Roshanak
author_sort Kumar, Rohini
collection PubMed
description Current projections of the climate-sensitive portion of residential electricity demand are based on estimating the temperature response of the mean of the demand distribution. In this work, we show that there is significant asymmetry in the summer-time temperature response of electricity demand in the state of California, with high-intensity demand demonstrating a greater sensitivity to temperature increases. The greater climate sensitivity of high-intensity demand is found not only in the observed data, but also in the projections in the near future (2021–2040) and far future periods (2081–2099), and across all (three) utility service regions in California. We illustrate that disregarding the asymmetrical climate sensitivity of demand can lead to underestimating high-intensity demand in a given period by 37–43%. Moreover, the discrepancy in the projected increase in the climate-sensitive portion of demand based on the 50th versus 90[Formula: see text] quantile estimates could range from 18 to 40% over the next 20 years.
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spelling pubmed-73317302020-07-06 Asymmetrical response of California electricity demand to summer-time temperature variation Kumar, Rohini Rachunok, Benjamin Maia-Silva, Debora Nateghi, Roshanak Sci Rep Article Current projections of the climate-sensitive portion of residential electricity demand are based on estimating the temperature response of the mean of the demand distribution. In this work, we show that there is significant asymmetry in the summer-time temperature response of electricity demand in the state of California, with high-intensity demand demonstrating a greater sensitivity to temperature increases. The greater climate sensitivity of high-intensity demand is found not only in the observed data, but also in the projections in the near future (2021–2040) and far future periods (2081–2099), and across all (three) utility service regions in California. We illustrate that disregarding the asymmetrical climate sensitivity of demand can lead to underestimating high-intensity demand in a given period by 37–43%. Moreover, the discrepancy in the projected increase in the climate-sensitive portion of demand based on the 50th versus 90[Formula: see text] quantile estimates could range from 18 to 40% over the next 20 years. Nature Publishing Group UK 2020-07-02 /pmc/articles/PMC7331730/ /pubmed/32616812 http://dx.doi.org/10.1038/s41598-020-67695-y 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
Kumar, Rohini
Rachunok, Benjamin
Maia-Silva, Debora
Nateghi, Roshanak
Asymmetrical response of California electricity demand to summer-time temperature variation
title Asymmetrical response of California electricity demand to summer-time temperature variation
title_full Asymmetrical response of California electricity demand to summer-time temperature variation
title_fullStr Asymmetrical response of California electricity demand to summer-time temperature variation
title_full_unstemmed Asymmetrical response of California electricity demand to summer-time temperature variation
title_short Asymmetrical response of California electricity demand to summer-time temperature variation
title_sort asymmetrical response of california electricity demand to summer-time temperature variation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7331730/
https://www.ncbi.nlm.nih.gov/pubmed/32616812
http://dx.doi.org/10.1038/s41598-020-67695-y
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