2021
DOI: 10.3390/math9233135
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Prediction of Hydraulic Jumps on a Triangular Bed Roughness Using Numerical Modeling and Soft Computing Methods

Abstract: This study investigates the characteristics of free and submerged hydraulic jumps on the triangular bed roughness in various T/I ratios (i.e., height and distance of roughness) using CFD modeling techniques. The accuracy of numerical modeling outcomes was checked and compared using artificial intelligence methods, namely Support Vector Machines (SVM), Gene Expression Programming (GEP), and Random Forest (RF). The results of the FLOW-3D® model and experimental data showed that the overall mean value of relative… Show more

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Cited by 19 publications
(5 citation statements)
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“…Therefore, under the impact of supercritical flow, it avoids the phenomenon of cavitation causing damage to the rough bed structure and, at the same time, achieves the benefit of reducing the downstream water depth and jump length compared to a smooth bed. This has been confirmed by several researchers and published in high-quality scientific journals [1, 2,4,[7][8][9][10]. Rough bed shapes, including sinusoidal, triangular, rectangular, and trapezoidal, have been studied.…”
Section: Introductionsupporting
confidence: 56%
“…Therefore, under the impact of supercritical flow, it avoids the phenomenon of cavitation causing damage to the rough bed structure and, at the same time, achieves the benefit of reducing the downstream water depth and jump length compared to a smooth bed. This has been confirmed by several researchers and published in high-quality scientific journals [1, 2,4,[7][8][9][10]. Rough bed shapes, including sinusoidal, triangular, rectangular, and trapezoidal, have been studied.…”
Section: Introductionsupporting
confidence: 56%
“…The flow's strong turbulence can reduce the fish's speed, injure them, and delay or prevent them from exiting the fish ladder. In adult fish, spawning migrations are usually complex, and delays are critical to reproductive success [3].…”
Section: Introductionmentioning
confidence: 99%
“…There may also be an opening in the flooded portion of the weir through which the fish can swim instead of jumping over the weir. Design parameters such as the length of the pool, the height of the weir, the slope of the bottom, and the water discharge are the most important factors in determining the hydraulic structure of this type of fish ladder [3]. The flow over the weir depends on the flow depth at a given slope S0 and the pool length, either "plunging" or "streaming."…”
Section: Introductionmentioning
confidence: 99%
“…Due to the changes in the flow rate during the operation of the Yellow River long-distance water transportation pipelines, different degrees of sand deposition are produced in the pipelines. The characteristics of sand transport in the pipe can be described by the flow regime, which is divided into different velocities [2][3][4][5][6][7]. With a sufficiently high flow velocity, the sand can be completely suspended in the water, which can be considered as a homogeneous flow.…”
Section: Introductionmentioning
confidence: 99%