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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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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