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 …
attention among hydraulic engineers, mainly owing to their established performance with …
Forecasting of stage-discharge in a non-perennial river using machine learning with gamma test
Abstract Knowledge of the stage-discharge rating curve is useful in designing and planning
flood warnings; thus, developing a reliable stage-discharge rating curve is a fundamental …
flood warnings; thus, developing a reliable stage-discharge rating curve is a fundamental …
A review of studies on estimating the discharge coefficient of flow control structures based on the soft computing models
M Haghbin, A Sharafati - Flow Measurement and Instrumentation, 2022 - Elsevier
The discharge coefficient (Cd) plays a vital role in the accurate design and safety of weirs,
spillways, and dams. In the last decade, Soft Computing (SC) models, which showed …
spillways, and dams. In the last decade, Soft Computing (SC) models, which showed …
Application of SVM, ANN, GRNN, RF, GP and RT models for predicting discharge coefficients of oblique sluice gates using experimental data
Gates are commonly used to adjust water flow in open channels. By using an
oblique/inclined gate, the water transferring capacity of open irrigation canals can be …
oblique/inclined gate, the water transferring capacity of open irrigation canals can be …
Energy dissipation and hydraulics of flow over trapezoidal–triangular labyrinth weirs
In this work experimental and numerical investigations were carried out to study the
influence of the geometric parameters of trapezoidal–triangular labyrinth weirs (TTLW) on …
influence of the geometric parameters of trapezoidal–triangular labyrinth weirs (TTLW) on …
Study of the performance of support vector machine for predicting vertical drop hydraulic parameters in the presence of dual horizontal screens
R Daneshfaraz, M Bagherzadeh, R Esmaeeli… - Water …, 2021 - iwaponline.com
In the present study, the performance of the support vector machine for estimating vertical
drop hydraulic parameters in the presence of dual horizontal screens has been investigated …
drop hydraulic parameters in the presence of dual horizontal screens has been investigated …
[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 …
the discharge coefficient of streamlined weirs (C dstw). Some machine-learning methods …
Feasibility of intelligent models for prediction of utilization factor of TBM
AM Noori, R Mikaeil, M Mokhtarian… - Geotechnical and …, 2020 - Springer
Performance prediction of the tunnel boring machine (TBM) in the construction of urban
tunnels is under the consideration of tunnel experts due to its ability in minimizing the time …
tunnels is under the consideration of tunnel experts due to its ability in minimizing the time …
A review of hydraulic performance and design methods of labyrinth weirs
AK Idrees, R Al-Ameri - Water Supply, 2022 - iwaponline.com
Labyrinth weirs are complex hydraulic structures. They have been widely used as a water
regulator and to increase discharge in channels and spillway dams. Labyrinth weirs are an …
regulator and to increase discharge in channels and spillway dams. Labyrinth weirs are an …
SVM performance for predicting the effect of horizontal screen diameters on the hydraulic parameters of a vertical drop
The present study investigated the application of support vector machine algorithms for
predicting hydraulic parameters of a vertical drop equipped with horizontal screens. The …
predicting hydraulic parameters of a vertical drop equipped with horizontal screens. The …