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 …

[HTML][HTML] GMDH-type neural network approach for modeling the discharge coefficient of rectangular sharp-crested side weirs

I Ebtehaj, H Bonakdari, AH Zaji, H Azimi… - Engineering Science and …, 2015 - Elsevier
Estimating the discharge coefficient using hydraulic and geometrical specifications is one of
the influential factors in predicting the discharge passing over a side weir. Taking into …

Prediction of side weir discharge coefficient by support vector machine technique

HM Azamathulla, AH Haghiabi… - Water Science and …, 2016 - iwaponline.com
Side weirs have many possible applications in the field of hydraulic engineering. They are
also considered an important structure in hydro systems. In this study, the support vector …

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 …

Gene expression programming to predict the discharge coefficient in rectangular side weirs

I Ebtehaj, H Bonakdari, AH Zaji, H Azimi, A Sharifi - Applied Soft Computing, 2015 - Elsevier
In this study, gene expression programming (GEP) is employed as a new method for
estimating the side weir discharge coefficient. The accuracy of existing equations in …

Design of radial basis function-based support vector regression in predicting the discharge coefficient of a side weir in a trapezoidal channel

H Azimi, H Bonakdari, I Ebtehaj - Applied Water Science, 2019 - Springer
In general, trapezoidal channels are used in irrigation and drainage networks. When
installing a side weir on the side wall of a trapezoidal channel, as excess water reaches the …

Determination of capacity of labyrinth side weir by CFD

MC Aydin, ME Emiroglu - Flow Measurement and Instrumentation, 2013 - Elsevier
Side weirs are widely used in irrigation, land drainage, urban sewage systems, flood
protection, and forebay pool of hydropower systems by flow diversion or intake devices. The …

Performance analysis of different ANN modelling techniques in discharge prediction of circular side orifice

M Ayaz, S Chourasiya, M Danish - Modeling Earth Systems and …, 2024 - Springer
A side orifice is a mechanism integrated into one or both side walls of a canal to redirect or
release water from the main channel, and it has numerous applications in environmental …

A review on microchannel fabrication methods and applications in large-scale and prospective industries

MJ Afzal, S Tayyaba, MW Ashraf, MI Khan, F Javaid… - 2022 - catalog.lib.kyushu-u.ac.jp
Microchannels based on microelectromechanical systems (MEMS) have received a lot of
interest in the microfluidics and biomedical fields over the past forty years. While their …

Development of more accurate discharge coefficient prediction equations for rectangular side weirs using adaptive neuro-fuzzy inference system and generalized …

I Ebtehaj, H Bonakdari, B Gharabaghi - Measurement, 2018 - Elsevier
A rectangular side weir is a hydraulic structure commonly utilized all around the world in
urban stormwater and wastewater sewer networks and in irrigation drainage systems to …