Design of radial basis function-based support vector regression in predicting the discharge coefficient of a side weir in a trapezoidal channel
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 …
installing a side weir on the side wall of a trapezoidal channel, as excess water reaches the …
Microplastics in combined sewer overflows: an experimental study
One of the main sources of microplastics inside surface waters is represented by combined
sewer overflows (CSOs), involving severe risks for the environment. The entry of …
sewer overflows (CSOs), involving severe risks for the environment. The entry of …
Machine learning methods for wastewater hydraulics
F Granata, G de Marinis - Flow Measurement and Instrumentation, 2017 - Elsevier
Wastewater hydraulics problems are frequently addressed by investigation on physical
models. Dimensional analysis is a powerful tool that allows discovering essential …
models. Dimensional analysis is a powerful tool that allows discovering essential …
Equivalent discharge coefficient of side weirs in circular channel—A lazy machine learning approach
Side weirs have been widely used since ancient times in many hydraulic works. Their
operation can be analyzed following different approaches. However, almost all possible …
operation can be analyzed following different approaches. However, almost all possible …
Simulation of discharge coefficient of side weirs placed on convergent canals using modern self-adaptive extreme learning machine
Side weirs are broadly used in irrigation channels, drainage systems and sewage disposal
canals for controlling and adjusting the flow in main channels. In this study, a new artificial …
canals for controlling and adjusting the flow in main channels. In this study, a new artificial …
Air-water flows in circular drop manholes
Drop manholes, a typical element of urban drainage networks in steep catchments and in
reaches of supercritical flow, enhance air entrainment and entrapment. The air flow across …
reaches of supercritical flow, enhance air entrainment and entrapment. The air flow across …
Flow-improving elements in circular drop manholes
Drop manholes are widely employed in urban drainage systems. They experience operating
conditions in which insufficient energy dissipation leads to hydraulic problems that are …
conditions in which insufficient energy dissipation leads to hydraulic problems that are …
Prediction of the discharge of side weir in the converge channels using artificial neural networks
S Saffar, MS Babarsad, MM Shooshtari… - Flow Measurement and …, 2021 - Elsevier
Considering the common use of side weirs in irrigation and drainage networks, estimation of
the discharge of the side weirs has always given a consideration by water engineering …
the discharge of the side weirs has always given a consideration by water engineering …
Rectangular side weirs discharge coefficient estimation in circular channels using linear genetic programming approach
A Uyumaz, A Danandeh Mehr, E Kahya… - Journal of …, 2014 - iwaponline.com
Side weirs are diversion structures extensively used in irrigation, flood protection and
combined sewer systems. Accurate estimation of the discharge coefficient (Cd) of side weirs …
combined sewer systems. Accurate estimation of the discharge coefficient (Cd) of side weirs …
[PDF][PDF] Uncertainty analysis of discharge coefficient predicted for rectangular side weir using machine learning methods
SM Seyedian, O Kisi - J Hydrol Hydromech, 2024 - intapi.sciendo.com
The present study used three machine learning models, including Least Square Support
Vector Regression (LSSVR) and two non-parametric models, namely, Quantile Regression …
Vector Regression (LSSVR) and two non-parametric models, namely, Quantile Regression …