Particle Track and Trace during Membrane Filtration by Direct Observation with a High Speed Camera

A methodology was developed for direct observation and analysis of particle movements near a microfiltration membrane. A high speed camera (1196 frames per second) was mounted on a microscope to record a hollow fiber membrane in a filtration cell with a transparent wall. Filtrations were conducted a...

Full description

Bibliographic Details
Main Authors: Mads Koustrup Jørgensen, Kristian Boe Eriksen, Morten Lykkegaard Christensen
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Membranes
Subjects:
Online Access:https://www.mdpi.com/2077-0375/10/4/68
id doaj-142907c461cc4547b017cb82c5c19b49
record_format Article
spelling doaj-142907c461cc4547b017cb82c5c19b492020-11-25T02:04:02ZengMDPI AGMembranes2077-03752020-04-0110686810.3390/membranes10040068Particle Track and Trace during Membrane Filtration by Direct Observation with a High Speed CameraMads Koustrup Jørgensen0Kristian Boe Eriksen1Morten Lykkegaard Christensen2Center for Membrane Technology, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg Øst, DenmarkCenter for Membrane Technology, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg Øst, DenmarkCenter for Membrane Technology, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg Øst, DenmarkA methodology was developed for direct observation and analysis of particle movements near a microfiltration membrane. A high speed camera (1196 frames per second) was mounted on a microscope to record a hollow fiber membrane in a filtration cell with a transparent wall. Filtrations were conducted at varying pressure and crossflow velocities using synthetic core–shell particles (diameter 1.6 μm) of no and high negative surface charge. MATLAB scripts were developed to track the particle positions and calculate velocities of particle movements across and towards the membrane surface. Data showed that the velocity of particles along the membrane increases with distance from the membrane surface which correlates well with a fluid velocity profile obtained from CFD modelling. Particle track and trace was used to calculate the particle count profiles towards the membrane and document a higher concentration of particles near the membrane surface than in the bulk. Calculation of particle velocity towards and away from the membrane showed a region within 3–80 μm from the membrane surface with particle velocities higher than expected from the velocity of water through the membrane, thus the permeation drag underpredicts the actual velocity of particles towards the membrane. Near the membrane, particle velocities shift direction and move away. This is not described in classical filtration theory, but it has been speculated that this is an effect of particle rotation or due to membrane vibration or change in flow pattern close to the membrane.https://www.mdpi.com/2077-0375/10/4/68microfiltrationfoulingmonitoringmodel particlesmicroscopyimage analysis
collection DOAJ
language English
format Article
sources DOAJ
author Mads Koustrup Jørgensen
Kristian Boe Eriksen
Morten Lykkegaard Christensen
spellingShingle Mads Koustrup Jørgensen
Kristian Boe Eriksen
Morten Lykkegaard Christensen
Particle Track and Trace during Membrane Filtration by Direct Observation with a High Speed Camera
Membranes
microfiltration
fouling
monitoring
model particles
microscopy
image analysis
author_facet Mads Koustrup Jørgensen
Kristian Boe Eriksen
Morten Lykkegaard Christensen
author_sort Mads Koustrup Jørgensen
title Particle Track and Trace during Membrane Filtration by Direct Observation with a High Speed Camera
title_short Particle Track and Trace during Membrane Filtration by Direct Observation with a High Speed Camera
title_full Particle Track and Trace during Membrane Filtration by Direct Observation with a High Speed Camera
title_fullStr Particle Track and Trace during Membrane Filtration by Direct Observation with a High Speed Camera
title_full_unstemmed Particle Track and Trace during Membrane Filtration by Direct Observation with a High Speed Camera
title_sort particle track and trace during membrane filtration by direct observation with a high speed camera
publisher MDPI AG
series Membranes
issn 2077-0375
publishDate 2020-04-01
description A methodology was developed for direct observation and analysis of particle movements near a microfiltration membrane. A high speed camera (1196 frames per second) was mounted on a microscope to record a hollow fiber membrane in a filtration cell with a transparent wall. Filtrations were conducted at varying pressure and crossflow velocities using synthetic core–shell particles (diameter 1.6 μm) of no and high negative surface charge. MATLAB scripts were developed to track the particle positions and calculate velocities of particle movements across and towards the membrane surface. Data showed that the velocity of particles along the membrane increases with distance from the membrane surface which correlates well with a fluid velocity profile obtained from CFD modelling. Particle track and trace was used to calculate the particle count profiles towards the membrane and document a higher concentration of particles near the membrane surface than in the bulk. Calculation of particle velocity towards and away from the membrane showed a region within 3–80 μm from the membrane surface with particle velocities higher than expected from the velocity of water through the membrane, thus the permeation drag underpredicts the actual velocity of particles towards the membrane. Near the membrane, particle velocities shift direction and move away. This is not described in classical filtration theory, but it has been speculated that this is an effect of particle rotation or due to membrane vibration or change in flow pattern close to the membrane.
topic microfiltration
fouling
monitoring
model particles
microscopy
image analysis
url https://www.mdpi.com/2077-0375/10/4/68
work_keys_str_mv AT madskoustrupjørgensen particletrackandtraceduringmembranefiltrationbydirectobservationwithahighspeedcamera
AT kristianboeeriksen particletrackandtraceduringmembranefiltrationbydirectobservationwithahighspeedcamera
AT mortenlykkegaardchristensen particletrackandtraceduringmembranefiltrationbydirectobservationwithahighspeedcamera
_version_ 1724944989053517824