Effect of vibration on hydraulic conductivity of riverbank filtration site / Fauzi Baharudin

Riverbank filtration (RBF) is a process where the river water is induced to flow through the riverbed soil to pumping wells located at the banks. This system has shown in recent years to be very effective at controlling plenty of contaminants, microorganisms, and also reducing concentrations of tota...

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Main Author: Baharudin, Fauzi
Format: Thesis
Language:English
Published: 2022
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Online Access:https://ir.uitm.edu.my/id/eprint/76119/1/76119.pdf
https://ir.uitm.edu.my/id/eprint/76119/
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spelling my.uitm.ir.761192023-05-10T08:13:58Z https://ir.uitm.edu.my/id/eprint/76119/ Effect of vibration on hydraulic conductivity of riverbank filtration site / Fauzi Baharudin Baharudin, Fauzi Soil mechanics. Including properties of soils, water in soil, strength properties, consolidation, etc. Water purification. Water treatment and conditioning. Saline water conversion Riverbank filtration (RBF) is a process where the river water is induced to flow through the riverbed soil to pumping wells located at the banks. This system has shown in recent years to be very effective at controlling plenty of contaminants, microorganisms, and also reducing concentrations of total and dissolved organic carbon. However, due to long and continuous pumping, the efficiency might decrease because of soil clogging. This decreased can be quantified and reflected as the change of hydraulic conductivity (K) values at the pumping site. This study aims to assess the variability of soil hydraulic conductivity at groundwater pumping site and also to study the effectiveness of vibration method to improve the hydraulic conductivity. The study was carried out by measuring the K values using slug test method at three pumping wells, namely MW01, MW02 and MW03 with several durations of vibration ranging from 30 minutes to 240 minutes. The result shows that average values of hydraulic conductivity of the soil were found to have increased for all wells. The trend of K changes increased with longer duration of vibration indicated improvement of the hydraulic conductivity. The shortest duration of vibration which is 30 minutes was able to improve K values within the range of 7.2% to 9.0%. The longest duration of vibration which is 240 minutes was able to get K improvement from 27.2% to 37.7%. The prediction models of hydraulic conductivity (K) improvement were developed using three training algorithms which were Scaled Conjugate Gradient (SCG), Bayesian regularization (BR) and Levenberg-Marquardt (LM). The results have shown that the model developed with Scaled Conjugate Gradient (SCG) algorithm provided the best prediction with values for mean squared error (MSE) of 58.59 and R of 0.86. Thus, it has been proven that the vibration can be an effective method and this model can be used for future study on improvement of hydraulic conductivity of the soil. 2022 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/76119/1/76119.pdf Effect of vibration on hydraulic conductivity of riverbank filtration site / Fauzi Baharudin. (2022) PhD thesis, thesis, Universiti Teknologi MARA (UiTM). <http://terminalib.uitm.edu.my/76119.pdf>
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Soil mechanics. Including properties of soils, water in soil, strength properties, consolidation, etc.
Water purification. Water treatment and conditioning. Saline water conversion
spellingShingle Soil mechanics. Including properties of soils, water in soil, strength properties, consolidation, etc.
Water purification. Water treatment and conditioning. Saline water conversion
Baharudin, Fauzi
Effect of vibration on hydraulic conductivity of riverbank filtration site / Fauzi Baharudin
description Riverbank filtration (RBF) is a process where the river water is induced to flow through the riverbed soil to pumping wells located at the banks. This system has shown in recent years to be very effective at controlling plenty of contaminants, microorganisms, and also reducing concentrations of total and dissolved organic carbon. However, due to long and continuous pumping, the efficiency might decrease because of soil clogging. This decreased can be quantified and reflected as the change of hydraulic conductivity (K) values at the pumping site. This study aims to assess the variability of soil hydraulic conductivity at groundwater pumping site and also to study the effectiveness of vibration method to improve the hydraulic conductivity. The study was carried out by measuring the K values using slug test method at three pumping wells, namely MW01, MW02 and MW03 with several durations of vibration ranging from 30 minutes to 240 minutes. The result shows that average values of hydraulic conductivity of the soil were found to have increased for all wells. The trend of K changes increased with longer duration of vibration indicated improvement of the hydraulic conductivity. The shortest duration of vibration which is 30 minutes was able to improve K values within the range of 7.2% to 9.0%. The longest duration of vibration which is 240 minutes was able to get K improvement from 27.2% to 37.7%. The prediction models of hydraulic conductivity (K) improvement were developed using three training algorithms which were Scaled Conjugate Gradient (SCG), Bayesian regularization (BR) and Levenberg-Marquardt (LM). The results have shown that the model developed with Scaled Conjugate Gradient (SCG) algorithm provided the best prediction with values for mean squared error (MSE) of 58.59 and R of 0.86. Thus, it has been proven that the vibration can be an effective method and this model can be used for future study on improvement of hydraulic conductivity of the soil.
format Thesis
author Baharudin, Fauzi
author_facet Baharudin, Fauzi
author_sort Baharudin, Fauzi
title Effect of vibration on hydraulic conductivity of riverbank filtration site / Fauzi Baharudin
title_short Effect of vibration on hydraulic conductivity of riverbank filtration site / Fauzi Baharudin
title_full Effect of vibration on hydraulic conductivity of riverbank filtration site / Fauzi Baharudin
title_fullStr Effect of vibration on hydraulic conductivity of riverbank filtration site / Fauzi Baharudin
title_full_unstemmed Effect of vibration on hydraulic conductivity of riverbank filtration site / Fauzi Baharudin
title_sort effect of vibration on hydraulic conductivity of riverbank filtration site / fauzi baharudin
publishDate 2022
url https://ir.uitm.edu.my/id/eprint/76119/1/76119.pdf
https://ir.uitm.edu.my/id/eprint/76119/
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score 13.188404