Cargando…
Optimizing Flux Capacity of Dead-end Filtration Membranes by Controlling Flow with Pulse Width Modulated Periodic Backflush
Standard dead-end sample filtration is used to improve sample purity, but is limited as particle build-up fouls the filter, leading to reduced recovery. The fouling layer can be periodically cleared with backflush algorithms applied through a customized fluidic actuator using variable duty cycles, s...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6972749/ https://www.ncbi.nlm.nih.gov/pubmed/31964959 http://dx.doi.org/10.1038/s41598-020-57649-9 |
_version_ | 1783489898529947648 |
---|---|
author | Enten, Aaron C. Leipner, Matthew P. I. Bellavia, Michael C. King, Lillian E. Sulchek, Todd A. |
author_facet | Enten, Aaron C. Leipner, Matthew P. I. Bellavia, Michael C. King, Lillian E. Sulchek, Todd A. |
author_sort | Enten, Aaron C. |
collection | PubMed |
description | Standard dead-end sample filtration is used to improve sample purity, but is limited as particle build-up fouls the filter, leading to reduced recovery. The fouling layer can be periodically cleared with backflush algorithms applied through a customized fluidic actuator using variable duty cycles, significantly improving particulate recovery percentage. We show a Pulse Width Modulation (PWM) process can periodically backflush the filter membrane to repeatedly interrupt cake formation and reintegrate the fouling layer into the sample, improving net permeate flux per unit volume of sample by partially restoring filter flux capacity. PWM flow for 2.19 um (targeted) and 7.32 um (untargeted) polystyrene microbeads produced 18-fold higher permeate concentration, higher recovery up to 68.5%, and an 8-fold enrichment increase, compared to a uniform flow. As the duty cycle approaches 50%, the recovery percentage monotonically increases after a critical threshold. Further, we developed and validated a mathematical model to determine that fast, small-volume backflush pulses near 50% duty cycle yield higher recovery by decreasing fouling associated with the cake layer. Optimized PWM flow was then used to purify custom particles for immune activation, achieving 3-fold higher recovery percentage and providing a new route to improve purification yields for diagnostic and cellular applications. |
format | Online Article Text |
id | pubmed-6972749 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-69727492020-01-27 Optimizing Flux Capacity of Dead-end Filtration Membranes by Controlling Flow with Pulse Width Modulated Periodic Backflush Enten, Aaron C. Leipner, Matthew P. I. Bellavia, Michael C. King, Lillian E. Sulchek, Todd A. Sci Rep Article Standard dead-end sample filtration is used to improve sample purity, but is limited as particle build-up fouls the filter, leading to reduced recovery. The fouling layer can be periodically cleared with backflush algorithms applied through a customized fluidic actuator using variable duty cycles, significantly improving particulate recovery percentage. We show a Pulse Width Modulation (PWM) process can periodically backflush the filter membrane to repeatedly interrupt cake formation and reintegrate the fouling layer into the sample, improving net permeate flux per unit volume of sample by partially restoring filter flux capacity. PWM flow for 2.19 um (targeted) and 7.32 um (untargeted) polystyrene microbeads produced 18-fold higher permeate concentration, higher recovery up to 68.5%, and an 8-fold enrichment increase, compared to a uniform flow. As the duty cycle approaches 50%, the recovery percentage monotonically increases after a critical threshold. Further, we developed and validated a mathematical model to determine that fast, small-volume backflush pulses near 50% duty cycle yield higher recovery by decreasing fouling associated with the cake layer. Optimized PWM flow was then used to purify custom particles for immune activation, achieving 3-fold higher recovery percentage and providing a new route to improve purification yields for diagnostic and cellular applications. Nature Publishing Group UK 2020-01-21 /pmc/articles/PMC6972749/ /pubmed/31964959 http://dx.doi.org/10.1038/s41598-020-57649-9 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Enten, Aaron C. Leipner, Matthew P. I. Bellavia, Michael C. King, Lillian E. Sulchek, Todd A. Optimizing Flux Capacity of Dead-end Filtration Membranes by Controlling Flow with Pulse Width Modulated Periodic Backflush |
title | Optimizing Flux Capacity of Dead-end Filtration Membranes by Controlling Flow with Pulse Width Modulated Periodic Backflush |
title_full | Optimizing Flux Capacity of Dead-end Filtration Membranes by Controlling Flow with Pulse Width Modulated Periodic Backflush |
title_fullStr | Optimizing Flux Capacity of Dead-end Filtration Membranes by Controlling Flow with Pulse Width Modulated Periodic Backflush |
title_full_unstemmed | Optimizing Flux Capacity of Dead-end Filtration Membranes by Controlling Flow with Pulse Width Modulated Periodic Backflush |
title_short | Optimizing Flux Capacity of Dead-end Filtration Membranes by Controlling Flow with Pulse Width Modulated Periodic Backflush |
title_sort | optimizing flux capacity of dead-end filtration membranes by controlling flow with pulse width modulated periodic backflush |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6972749/ https://www.ncbi.nlm.nih.gov/pubmed/31964959 http://dx.doi.org/10.1038/s41598-020-57649-9 |
work_keys_str_mv | AT entenaaronc optimizingfluxcapacityofdeadendfiltrationmembranesbycontrollingflowwithpulsewidthmodulatedperiodicbackflush AT leipnermatthewpi optimizingfluxcapacityofdeadendfiltrationmembranesbycontrollingflowwithpulsewidthmodulatedperiodicbackflush AT bellaviamichaelc optimizingfluxcapacityofdeadendfiltrationmembranesbycontrollingflowwithpulsewidthmodulatedperiodicbackflush AT kinglilliane optimizingfluxcapacityofdeadendfiltrationmembranesbycontrollingflowwithpulsewidthmodulatedperiodicbackflush AT sulchektodda optimizingfluxcapacityofdeadendfiltrationmembranesbycontrollingflowwithpulsewidthmodulatedperiodicbackflush |