Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit

W Chen, D Sharifrazi, G Liang, SS Band… - Engineering …, 2022 - Taylor & Francis
Streamlined weirs, which are a nature-inspired type of weir, have gained tremendous
attention among hydraulic engineers, mainly owing to their established performance with …

An extra tree regression model for discharge coefficient prediction: novel, practical applications in the hydraulic sector and future research directions

MM Hameed, MK AlOmar, F Khaleel… - Mathematical …, 2021 - Wiley Online Library
Despite modern advances used to estimate the discharge coefficient (Cd), it is still a major
challenge for hydraulic engineers to accurately determine Cd for side weirs. In this study …

[PDF][PDF] A comparison of artificial intelligence approaches in predicting discharge coefficient of streamlined weirs

A Gharehbaghi, R Ghasemlounia… - Journal of …, 2023 - iwaponline.com
In the present research, three different data-driven models (DDMs) are developed to predict
the discharge coefficient of streamlined weirs (C dstw). Some machine-learning methods …

[HTML][HTML] Prediction of discharge coefficient of triangular labyrinth weirs using Adaptive Neuro Fuzzy Inference System

AH Haghiabi, A Parsaie, S Ememgholizadeh - Alexandria Engineering …, 2018 - Elsevier
In this paper, the discharge coefficient of triangular labyrinth weir was predicted using multi-
layer perceptron (MLP) neural network and Adaptive Neuro Fuzzy Inference System …

The effect of geometric parameters of the antivortex on a triangular labyrinth side weir

S Abbasi, S Fatemi, A Ghaderi, S Di Francesco - Water, 2020 - mdpi.com
Side weirs are important structural measures extensively used, for instance, for regulating
water levels in rivers and canals. If the length of the opening is limited, the amount of water …

[HTML][HTML] Investigation of trapezoidal sharp-crested side weir discharge coefficients under subcritical flow regimes using CFD

A Ghaderi, M Dasineh, S Abbasi, J Abraham - Applied Water Science, 2020 - Springer
Side weirs are utilized to regulate water surface and to control discharge and water
elevation in rivers and channels. Here, the discharge coefficient for trapezoidal sharp …

[HTML][HTML] Effect of the shape and type of piano key weirs on the flow efficiency

AA Bekheet, NM AboulAtta, NY Saad… - Ain Shams Engineering …, 2022 - Elsevier
This study evaluates the effect of the piano key weir's (PKW) shape and type on the flow
efficiency for different inlet and outlet keys width ratios (W i/W o). The study is performed …

Predicting the coefficient of discharge for piano key side weirs using GMDH and DGMDH techniques

Y Mehri, J Soltani, M Khashehchi - Flow Measurement and Instrumentation, 2019 - Elsevier
Abstract Piano Key Side Weirs (PKSW) are new devices that are used to discharge the
additional flow in hydraulic structures. The main objective of performing these structures is to …

The effect of the inlet/outlet width ratio on the discharge of piano key weirs

G Li, S Li, Y Hu - Journal of Hydraulic Research, 2020 - Taylor & Francis
A piano key weir (PKW) is a solution for improving the efficiency and safety of reservoirs and
simplifying their management. To investigate the influence of the inlet/outlet width ratio W i/W …

Influence of Labyrinth Side Weir Shape Modification on the Hydrodynamic Performance: Experimental and Numerical Study

BS Hussein, SA Jalil - Arabian Journal for Science and Engineering, 2024 - Springer
Controlling water levels in main channels by constructing side weirs can be influenced by
geometric modification. Therefore, proposed geometric changes to the crest of the traditional …