A Hydraulic Friction Model for One-Dimensional Unsteady Channel Flows with Experimental Demonstration

As a critical parameter of the steady uniform friction model, the roughness coefficient changes with flow unsteadiness in flood events; i.e., the flow conditions of the stream segment significantly affect the flow resistance. In this study, a modified formula was established to improve the unsteady...

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Main Authors: Weimin Bao, Junwei Zhou, Xiaohua Xiang, Peng Jiang, Muxi Bao
Format: Article
Language:English
Published: MDPI AG 2018-01-01
Series:Water
Subjects:
Online Access:http://www.mdpi.com/2073-4441/10/1/43
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spelling doaj-c5ca17228b2040beb09cab2ded9b8c932020-11-24T23:23:18ZengMDPI AGWater2073-44412018-01-011014310.3390/w10010043w10010043A Hydraulic Friction Model for One-Dimensional Unsteady Channel Flows with Experimental DemonstrationWeimin Bao0Junwei Zhou1Xiaohua Xiang2Peng Jiang3Muxi Bao4State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, ChinaState Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, ChinaState Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, ChinaDivision of Hydrologic Sciences, Desert Research Institute, Las Vegas Nevada, NV 89119, USACollege of Harbor, Coastal and Offshore Engineering, Hohai University, Nanjing 210098, ChinaAs a critical parameter of the steady uniform friction model, the roughness coefficient changes with flow unsteadiness in flood events; i.e., the flow conditions of the stream segment significantly affect the flow resistance. In this study, a modified formula was established to improve the unsteady friction simulation; ten terms relating to the first- and second-order time and space partial derivatives of hydraulic parameters were selected as additional terms. The results of a hydraulic experiment show that the hysteresis between flow depth and mean cross-sectional velocity cannot be neglected in unsteady flows that disturb the performance of a steady uniform friction model. Six terms have a strong correlation with objective friction. Further, three of them have a small variance in correlation coefficient. Then, the composition of the proposed formula was determined. The results show that adding too many additional terms provides better performance in the calibration phase, yet reduces the accuracy of the validation phase because of an overfitting phenomenon. The optimal number of additional terms is three, and the established formula can improve the unsteady friction simulation.http://www.mdpi.com/2073-4441/10/1/43unsteadinessnonuniformityone-dimensional friction modelhysteresis effectpartial derivatives
collection DOAJ
language English
format Article
sources DOAJ
author Weimin Bao
Junwei Zhou
Xiaohua Xiang
Peng Jiang
Muxi Bao
spellingShingle Weimin Bao
Junwei Zhou
Xiaohua Xiang
Peng Jiang
Muxi Bao
A Hydraulic Friction Model for One-Dimensional Unsteady Channel Flows with Experimental Demonstration
Water
unsteadiness
nonuniformity
one-dimensional friction model
hysteresis effect
partial derivatives
author_facet Weimin Bao
Junwei Zhou
Xiaohua Xiang
Peng Jiang
Muxi Bao
author_sort Weimin Bao
title A Hydraulic Friction Model for One-Dimensional Unsteady Channel Flows with Experimental Demonstration
title_short A Hydraulic Friction Model for One-Dimensional Unsteady Channel Flows with Experimental Demonstration
title_full A Hydraulic Friction Model for One-Dimensional Unsteady Channel Flows with Experimental Demonstration
title_fullStr A Hydraulic Friction Model for One-Dimensional Unsteady Channel Flows with Experimental Demonstration
title_full_unstemmed A Hydraulic Friction Model for One-Dimensional Unsteady Channel Flows with Experimental Demonstration
title_sort hydraulic friction model for one-dimensional unsteady channel flows with experimental demonstration
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2018-01-01
description As a critical parameter of the steady uniform friction model, the roughness coefficient changes with flow unsteadiness in flood events; i.e., the flow conditions of the stream segment significantly affect the flow resistance. In this study, a modified formula was established to improve the unsteady friction simulation; ten terms relating to the first- and second-order time and space partial derivatives of hydraulic parameters were selected as additional terms. The results of a hydraulic experiment show that the hysteresis between flow depth and mean cross-sectional velocity cannot be neglected in unsteady flows that disturb the performance of a steady uniform friction model. Six terms have a strong correlation with objective friction. Further, three of them have a small variance in correlation coefficient. Then, the composition of the proposed formula was determined. The results show that adding too many additional terms provides better performance in the calibration phase, yet reduces the accuracy of the validation phase because of an overfitting phenomenon. The optimal number of additional terms is three, and the established formula can improve the unsteady friction simulation.
topic unsteadiness
nonuniformity
one-dimensional friction model
hysteresis effect
partial derivatives
url http://www.mdpi.com/2073-4441/10/1/43
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