An alternative approach to assessing feasibility of flushing sediment from reservoirs

An alternative approach to assessing feasibility of flushing sediment from reservoirs

Effective parameters on feasibility of sediment flushing through reservoirs include hydrological, hydraulic, and topographic properties of the reservoirs. In this study, the performances of the Decision tree forest (DTF) and Group method of data handling (GMDH) for assessing feasibility of flushing...

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Main Authors: Elfimov Valeriy Ivanovich, Khakzad Hamid
Format: Article
Language:English
Published: Moscow State University of Civil Engineering (MGSU) 2014-07-01
Series:Vestnik MGSU
Subjects:
Group method
Decision tree forest
reservoirs
sediments
flushing
Online Access:http://vestnikmgsu.ru/files/archive/issues/2014/6/ru/14.pdf
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spelling doaj-312abf1038f344c2be20340865baab072020-11-24T22:22:40ZengMoscow State University of Civil Engineering (MGSU)Vestnik MGSU 1997-09352014-07-016126136An alternative approach to assessing feasibility of flushing sediment from reservoirsElfimov Valeriy Ivanovich0Khakzad Hamid1Peoples Friendship University of Russia (PFUR)Peoples Friendship University of Russia (PFUR)Effective parameters on feasibility of sediment flushing through reservoirs include hydrological, hydraulic, and topographic properties of the reservoirs. In this study, the performances of the Decision tree forest (DTF) and Group method of data handling (GMDH) for assessing feasibility of flushing sediment from reservoirs, were investigated. In this way, Decision tree Forest, that combines multiple Decision tree, used to evaluate the relative importance of factors affecting flushing sediment. At the second step, GMDH deployed to predict the feasibility of flushing sediment from reservoirs. Results indicate that these models, as an efficient novel approach with an acceptable range of error, can be used successfully for assessing feasibility of flushing sediment from reservoirs.http://vestnikmgsu.ru/files/archive/issues/2014/6/ru/14.pdfGroup methodDecision tree forestreservoirssedimentsflushing
collection DOAJ
language English
format Article
sources DOAJ
author Elfimov Valeriy Ivanovich
Khakzad Hamid
spellingShingle Elfimov Valeriy Ivanovich
Khakzad Hamid
An alternative approach to assessing feasibility of flushing sediment from reservoirs
Vestnik MGSU
Group method
Decision tree forest
reservoirs
sediments
flushing
author_facet Elfimov Valeriy Ivanovich
Khakzad Hamid
author_sort Elfimov Valeriy Ivanovich
title An alternative approach to assessing feasibility of flushing sediment from reservoirs
title_short An alternative approach to assessing feasibility of flushing sediment from reservoirs
title_full An alternative approach to assessing feasibility of flushing sediment from reservoirs
title_fullStr An alternative approach to assessing feasibility of flushing sediment from reservoirs
title_full_unstemmed An alternative approach to assessing feasibility of flushing sediment from reservoirs
title_sort alternative approach to assessing feasibility of flushing sediment from reservoirs
publisher Moscow State University of Civil Engineering (MGSU)
series Vestnik MGSU
issn 1997-0935
publishDate 2014-07-01
description Effective parameters on feasibility of sediment flushing through reservoirs include hydrological, hydraulic, and topographic properties of the reservoirs. In this study, the performances of the Decision tree forest (DTF) and Group method of data handling (GMDH) for assessing feasibility of flushing sediment from reservoirs, were investigated. In this way, Decision tree Forest, that combines multiple Decision tree, used to evaluate the relative importance of factors affecting flushing sediment. At the second step, GMDH deployed to predict the feasibility of flushing sediment from reservoirs. Results indicate that these models, as an efficient novel approach with an acceptable range of error, can be used successfully for assessing feasibility of flushing sediment from reservoirs.
topic Group method
Decision tree forest
reservoirs
sediments
flushing
url http://vestnikmgsu.ru/files/archive/issues/2014/6/ru/14.pdf
work_keys_str_mv AT elfimovvaleriyivanovich analternativeapproachtoassessingfeasibilityofflushingsedimentfromreservoirs
AT khakzadhamid analternativeapproachtoassessingfeasibilityofflushingsedimentfromreservoirs
AT elfimovvaleriyivanovich alternativeapproachtoassessingfeasibilityofflushingsedimentfromreservoirs
AT khakzadhamid alternativeapproachtoassessingfeasibilityofflushingsedimentfromreservoirs
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