Characterizing the scouring efficiency of Granular Activated Carbon (GAC) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals

Particle fluidization is a promising unsteady-state shear means of mitigating membrane fouling, thereby potentially lower the energy requirement in membrane-based water treatment processes. In particular, the particles facilitate back-transport in the polarization layer and also play the role of mec...

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Main Authors: Wang, Jingwei, Wu, Bing, Yang, Shiliang, Liu, Yu, Chew, Jia Wei, Fane, Anthony Gordon
Other Authors: School of Chemical and Biomedical Engineering
Format: Article
Language:English
Published: 2017
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Online Access:https://hdl.handle.net/10356/82305
http://hdl.handle.net/10220/43499
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-823052020-09-26T22:03:06Z Characterizing the scouring efficiency of Granular Activated Carbon (GAC) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals Wang, Jingwei Wu, Bing Yang, Shiliang Liu, Yu Chew, Jia Wei Fane, Anthony Gordon School of Chemical and Biomedical Engineering School of Civil and Environmental Engineering Interdisciplinary Graduate School (IGS) Advanced Environmental Biotechnology Centre (AEBC) Nanyang Environment and Water Research Institute Singapore Membrane Technology Centre Liquid-solid fluidization Membrane fouling Particle fluidization is a promising unsteady-state shear means of mitigating membrane fouling, thereby potentially lower the energy requirement in membrane-based water treatment processes. In particular, the particles facilitate back-transport in the polarization layer and also play the role of mechanical scouring agents, the latter of which is dominant for millimeter-sized particles. In this study, the scouring efficacy of three Granular Activated Carbon (GAC) particle diameters (namely, 1.20 mm, 1.85 mm, and 2.18 mm) has been investigated using an accelerometer to reveal the fluid dynamics. Specifically, because both liquid and solid phases contribute to the accelerometer signal, wavelet decomposition was used to extract information in the higher-frequency detail signals that reflect the particle dynamics. The energy contained in the accelerometer signal indicative of the solid phase dynamics correlated well with the extent of fouling mitigation in the filtration tests; the liquid contribution was less significant when the GAC particles were fully fluidized. Results indicate that the smallest particle diameter of 1.20 mm conferred the least scouring efficiency, while both the larger particle diameters of 1.85 mm and 2.18 mm provided similar scouring efficiency. Calculations of energy requirement indicate that the energy requirement of all three particle diameters (dp) were similar at lower scouring efficiency, whereas the energy requirement of the smallest dp of 1.20 mm was the greatest at higher scouring efficiency. Optimization of the particle diameter hinges on the balance between particle inertia, and the difference between superficial liquid velocity and minimum fluidization velocity. NRF (Natl Research Foundation, S’pore) MOE (Min. of Education, S’pore) Accepted version 2017-07-31T04:56:18Z 2019-12-06T14:52:56Z 2017-07-31T04:56:18Z 2019-12-06T14:52:56Z 2015 Journal Article Wang, J., Wu, B., Yang, S., Liu, Y., Fane, A. G., & Chew, J. W. (2016). Characterizing the scouring efficiency of Granular Activated Carbon (GAC) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals. Journal of Membrane Science, 498, 105-115. 0376-7388 https://hdl.handle.net/10356/82305 http://hdl.handle.net/10220/43499 10.1016/j.memsci.2015.09.061 en Journal of Membrane Science © 2015 Elsevier. This is the author created version of a work that has been peer reviewed and accepted for publication by Journal of Membrane Science, Elsevier. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.1016/j.memsci.2015.09.061]. 24 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Liquid-solid fluidization
Membrane fouling
spellingShingle Liquid-solid fluidization
Membrane fouling
Wang, Jingwei
Wu, Bing
Yang, Shiliang
Liu, Yu
Chew, Jia Wei
Fane, Anthony Gordon
Characterizing the scouring efficiency of Granular Activated Carbon (GAC) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals
description Particle fluidization is a promising unsteady-state shear means of mitigating membrane fouling, thereby potentially lower the energy requirement in membrane-based water treatment processes. In particular, the particles facilitate back-transport in the polarization layer and also play the role of mechanical scouring agents, the latter of which is dominant for millimeter-sized particles. In this study, the scouring efficacy of three Granular Activated Carbon (GAC) particle diameters (namely, 1.20 mm, 1.85 mm, and 2.18 mm) has been investigated using an accelerometer to reveal the fluid dynamics. Specifically, because both liquid and solid phases contribute to the accelerometer signal, wavelet decomposition was used to extract information in the higher-frequency detail signals that reflect the particle dynamics. The energy contained in the accelerometer signal indicative of the solid phase dynamics correlated well with the extent of fouling mitigation in the filtration tests; the liquid contribution was less significant when the GAC particles were fully fluidized. Results indicate that the smallest particle diameter of 1.20 mm conferred the least scouring efficiency, while both the larger particle diameters of 1.85 mm and 2.18 mm provided similar scouring efficiency. Calculations of energy requirement indicate that the energy requirement of all three particle diameters (dp) were similar at lower scouring efficiency, whereas the energy requirement of the smallest dp of 1.20 mm was the greatest at higher scouring efficiency. Optimization of the particle diameter hinges on the balance between particle inertia, and the difference between superficial liquid velocity and minimum fluidization velocity.
author2 School of Chemical and Biomedical Engineering
author_facet School of Chemical and Biomedical Engineering
Wang, Jingwei
Wu, Bing
Yang, Shiliang
Liu, Yu
Chew, Jia Wei
Fane, Anthony Gordon
format Article
author Wang, Jingwei
Wu, Bing
Yang, Shiliang
Liu, Yu
Chew, Jia Wei
Fane, Anthony Gordon
author_sort Wang, Jingwei
title Characterizing the scouring efficiency of Granular Activated Carbon (GAC) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals
title_short Characterizing the scouring efficiency of Granular Activated Carbon (GAC) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals
title_full Characterizing the scouring efficiency of Granular Activated Carbon (GAC) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals
title_fullStr Characterizing the scouring efficiency of Granular Activated Carbon (GAC) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals
title_full_unstemmed Characterizing the scouring efficiency of Granular Activated Carbon (GAC) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals
title_sort characterizing the scouring efficiency of granular activated carbon (gac) particles in membrane fouling mitigation via wavelet decomposition of accelerometer signals
publishDate 2017
url https://hdl.handle.net/10356/82305
http://hdl.handle.net/10220/43499
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