Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autor principal: Minkah, Richard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
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
_version_ 1782412531785007104
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
work_keys_str_mv AT minkahrichard anapplicationofextremevaluetheorytothemanagementofahydroelectricdam
AT minkahrichard applicationofextremevaluetheorytothemanagementofahydroelectricdam