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 …

Microplastics in combined sewer overflows: an experimental study

F Di Nunno, F Granata, F Parrino, R Gargano… - Journal of Marine …, 2021 - mdpi.com
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 …

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 …

Equivalent discharge coefficient of side weirs in circular channel—A lazy machine learning approach

F Granata, F Di Nunno, R Gargano, G de Marinis - Water, 2019 - mdpi.com
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 …

Simulation of discharge coefficient of side weirs placed on convergent canals using modern self-adaptive extreme learning machine

R Gharib, M Heydari, S Kardar, S Shabanlou - Applied Water Science, 2020 - Springer
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 …

Air-water flows in circular drop manholes

F Granata, G de Marinis, R Gargano - Urban Water Journal, 2015 - Taylor & Francis
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 …

Flow-improving elements in circular drop manholes

F Granata, G de Marinis, R Gargano - Journal of Hydraulic …, 2014 - Taylor & Francis
Drop manholes are widely employed in urban drainage systems. They experience operating
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 …

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 …

[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 …