Application of machine learning methods in estimating the oxygenation performance of various configurations of plunging hollow jet aerators
Plunging jet aerators are considered energetically attractive devices for oxygenation
because of their good mixing characteristics and ease of construction and operation. In this …
because of their good mixing characteristics and ease of construction and operation. In this …
Decision Tree-Based Modeling of the Aeration Effectiveness of Circular Plunging Jets
D Puri, D Lee, DV Khankal, MS Thakur, FM Alfaisal… - ACS …, 2023 - ACS Publications
Since soft computing has gained a lot of attention in hydrological studies, this study focuses
on predicting aeration efficiency (E 20) using circular plunging jets employing soft computing …
on predicting aeration efficiency (E 20) using circular plunging jets employing soft computing …
Soft computing based predictive modelling of oxygen transfer performance of plunging hollow jets
Bubbles are formed as the plunging water jet passes through atmosphere and im**es on
the surface of water in the pool, which increases the oxygen level of water. The amount of …
the surface of water in the pool, which increases the oxygen level of water. The amount of …
Experimental study on oxygen mass transfer characteristics by plunging hollow jets
Aeration by plunging water jets is an effective and economical method of transferring oxygen
into the receiving pool of water. A dispersion of air bubbles occurs underneath the pool …
into the receiving pool of water. A dispersion of air bubbles occurs underneath the pool …
Prediction of oxygen mass transfer of plunging hollow jets using regression models
Jet aerator finds an essential application in the treatment of liquid wastes by increasing the
microbial activity and decomposition of organic matter into liquid waste. Diverging plunging …
microbial activity and decomposition of organic matter into liquid waste. Diverging plunging …
Oxygen transfer study and modeling of plunging hollow jets
Experiments were performed to study the effect of jet angle of hollow jet aerators on oxygen
transfer of water. Three jet angles of 30°, 45° and 60° were used to produce hollow jets …
transfer of water. Three jet angles of 30°, 45° and 60° were used to produce hollow jets …
Performance analysis of plunging jets having different geometries
S Singh, S Deswa, M Pa - International Journal of …, 2011 - indianjournals.com
Despite numerous works reporting the oxygen transfer by circular plunging jets, few studies
have been carried out on plunging jets of different geometries, namely circular, square …
have been carried out on plunging jets of different geometries, namely circular, square …
Kernel function based regression approaches for estimating the oxygen transfer performance of plunging hollow jet aerator
Purpose: To evaluate the capability of various kernels employed with support vector
regression (SVR) and Gaussian process regression (GPR) techniques in estimating the …
regression (SVR) and Gaussian process regression (GPR) techniques in estimating the …
Experimental study on oxygen transfer capacity of water jets discharging into turbulent cross-flow
ME Jahromi, M Khiadani - Journal of Environmental Engineering, 2017 - ascelibrary.org
Plunging water jets are used for oxygenation purposes due to their inherent advantages
such as simplicity, energy efficiency, and low operational cost. Specifically, these provide an …
such as simplicity, energy efficiency, and low operational cost. Specifically, these provide an …
[PDF][PDF] Modeling oxygen-transfer by multiple plunging jets using support vector machines and Gaussian process regression techniques
S Deswal - International Journal of Civil and Environmental …, 2011 - idc-online.com
The paper investigates the potential of support vector machines and Gaussian process
based regression approaches to model the oxygen–transfer capacity from experimental data …
based regression approaches to model the oxygen–transfer capacity from experimental data …