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An application of extreme value theory to the management of a hydroelectric dam
Assessing the probability of very low or high water levels is an important issue in the management of hydroelectric dams. In the case of the Akosombo dam, very low and high water levels result in load shedding of electrical power and flooding in communities downstream respectively. In this paper, we...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer International Publishing
2016
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4731384/ https://www.ncbi.nlm.nih.gov/pubmed/26848436 http://dx.doi.org/10.1186/s40064-016-1719-2 |
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author | Minkah, Richard |
author_facet | Minkah, Richard |
author_sort | Minkah, Richard |
collection | PubMed |
description | Assessing the probability of very low or high water levels is an important issue in the management of hydroelectric dams. In the case of the Akosombo dam, very low and high water levels result in load shedding of electrical power and flooding in communities downstream respectively. In this paper, we use extreme value theory to estimate the probability and return period of very low water levels that can result in load shedding or a complete shutdown of the dam’s operations. In addition, we assess the probability and return period of high water levels near the height of the dam and beyond. This provides a framework for a possible extension of the dam to sustain the generation of electrical power and reduce the frequency of spillage that causes flooding in communities downstream. The results show that an extension of the dam can reduce the probability and prolong the return period of a flood. In addition, we found a negligible probability of a complete shutdown of the dam due to inadequate water level. |
format | Online Article Text |
id | pubmed-4731384 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-47313842016-02-04 An application of extreme value theory to the management of a hydroelectric dam Minkah, Richard Springerplus Research Assessing the probability of very low or high water levels is an important issue in the management of hydroelectric dams. In the case of the Akosombo dam, very low and high water levels result in load shedding of electrical power and flooding in communities downstream respectively. In this paper, we use extreme value theory to estimate the probability and return period of very low water levels that can result in load shedding or a complete shutdown of the dam’s operations. In addition, we assess the probability and return period of high water levels near the height of the dam and beyond. This provides a framework for a possible extension of the dam to sustain the generation of electrical power and reduce the frequency of spillage that causes flooding in communities downstream. The results show that an extension of the dam can reduce the probability and prolong the return period of a flood. In addition, we found a negligible probability of a complete shutdown of the dam due to inadequate water level. Springer International Publishing 2016-01-29 /pmc/articles/PMC4731384/ /pubmed/26848436 http://dx.doi.org/10.1186/s40064-016-1719-2 Text en © Minkah. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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. |
spellingShingle | Research Minkah, Richard An application of extreme value theory to the management of a hydroelectric dam |
title | An application of extreme value theory to the management of a hydroelectric dam |
title_full | An application of extreme value theory to the management of a hydroelectric dam |
title_fullStr | An application of extreme value theory to the management of a hydroelectric dam |
title_full_unstemmed | An application of extreme value theory to the management of a hydroelectric dam |
title_short | An application of extreme value theory to the management of a hydroelectric dam |
title_sort | application of extreme value theory to the management of a hydroelectric dam |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4731384/ https://www.ncbi.nlm.nih.gov/pubmed/26848436 http://dx.doi.org/10.1186/s40064-016-1719-2 |
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