Emerging investigators series: a steric pore-flow model to predict the transport of small and uncharged solutes through a reverse osmosis membrane
This study proposed a new approach to apply the steric pore-flow model to predict the rejection of eight N -nitrosamines and seven VOCs that are of great concern in potable water reuse through an RO membrane. In this approach, solute rejection is predicted by estimating the free-volume hole-size. Th...
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Veröffentlicht in: | Environmental science water research & technology 2018-01, Vol.4 (4), p.493-504 |
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creator | Takeuchi, Haruka Tanaka, Hiroaki Nghiem, Long D. Fujioka, Takahiro |
description | This study proposed a new approach to apply the steric pore-flow model to predict the rejection of eight
N
-nitrosamines and seven VOCs that are of great concern in potable water reuse through an RO membrane. In this approach, solute rejection is predicted by estimating the free-volume hole-size. The free-volume hole-radius was determined with pure water permeability of a membrane and a single reference compound –
N
-nitrosodimethylamine (NDMA) – by minimizing the variance between the experimentally obtained and calculated NDMA rejection values at the permeate flux of 20 L m
−2
h
−1
. The obtained free-volume hole-radius of the ESPA2 RO membrane was 0.348 nm, which was larger than the value previously determined by positron annihilation lifetime spectroscopy (PALS) analysis (0.289 nm). The model incorporated with the estimated free-volume hole-radius could accurately predict the rejection of eight
N
-nitrosamines under a range of permeate flux (2.6–20 L m
−2
h
−1
). The model was also validated using experimentally obtained VOC rejection values. The predicted VOC rejections at the permeate flux of 20 L m
−2
h
−1
were almost identical to their experimentally obtained rejections. However, VOC rejection prediction at a lower permeate flux was less accurate. Further improvement and validation of the model with a variety of trace organic chemicals is required to allow for a more accurate prediction. The model was also validated using the membrane free-volume hole-radius value previously obtained from PALS analysis. Using PALS data resulted in some over-prediction. The results suggest that additional adjustment is necessary when using data from PALS analysis for predicting the rejection of small and uncharged solutes. |
doi_str_mv | 10.1039/C7EW00194K |
format | Article |
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N
-nitrosamines and seven VOCs that are of great concern in potable water reuse through an RO membrane. In this approach, solute rejection is predicted by estimating the free-volume hole-size. The free-volume hole-radius was determined with pure water permeability of a membrane and a single reference compound –
N
-nitrosodimethylamine (NDMA) – by minimizing the variance between the experimentally obtained and calculated NDMA rejection values at the permeate flux of 20 L m
−2
h
−1
. The obtained free-volume hole-radius of the ESPA2 RO membrane was 0.348 nm, which was larger than the value previously determined by positron annihilation lifetime spectroscopy (PALS) analysis (0.289 nm). The model incorporated with the estimated free-volume hole-radius could accurately predict the rejection of eight
N
-nitrosamines under a range of permeate flux (2.6–20 L m
−2
h
−1
). The model was also validated using experimentally obtained VOC rejection values. The predicted VOC rejections at the permeate flux of 20 L m
−2
h
−1
were almost identical to their experimentally obtained rejections. However, VOC rejection prediction at a lower permeate flux was less accurate. Further improvement and validation of the model with a variety of trace organic chemicals is required to allow for a more accurate prediction. The model was also validated using the membrane free-volume hole-radius value previously obtained from PALS analysis. Using PALS data resulted in some over-prediction. The results suggest that additional adjustment is necessary when using data from PALS analysis for predicting the rejection of small and uncharged solutes.</description><identifier>ISSN: 2053-1400</identifier><identifier>EISSN: 2053-1419</identifier><identifier>DOI: 10.1039/C7EW00194K</identifier><language>eng</language><publisher>Cambridge: Royal Society of Chemistry</publisher><subject>Analytical methods ; Data analysis ; Data processing ; Drinking water ; Fluctuations ; Flux ; Mathematical models ; Membrane permeability ; N-Nitrosodimethylamine ; Nitrosamines ; Organic chemicals ; Organic chemistry ; Permeability ; Positron annihilation ; Predictions ; Rejection ; Reverse osmosis ; Solutes ; Spectroscopy ; Variance analysis ; VOCs ; Volatile organic compounds ; Water reuse</subject><ispartof>Environmental science water research & technology, 2018-01, Vol.4 (4), p.493-504</ispartof><rights>Copyright Royal Society of Chemistry 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c361t-8cb15e18e34ba88640a62d068d9a5c4659b666d6c38fd4ae5ceb78d6fcd0e00e3</citedby><cites>FETCH-LOGICAL-c361t-8cb15e18e34ba88640a62d068d9a5c4659b666d6c38fd4ae5ceb78d6fcd0e00e3</cites><orcidid>0000-0002-1172-7518 ; 0000-0003-3105-4442 ; 0000-0002-9039-5792 ; 0000-0001-9111-5628</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Takeuchi, Haruka</creatorcontrib><creatorcontrib>Tanaka, Hiroaki</creatorcontrib><creatorcontrib>Nghiem, Long D.</creatorcontrib><creatorcontrib>Fujioka, Takahiro</creatorcontrib><title>Emerging investigators series: a steric pore-flow model to predict the transport of small and uncharged solutes through a reverse osmosis membrane</title><title>Environmental science water research & technology</title><description>This study proposed a new approach to apply the steric pore-flow model to predict the rejection of eight
N
-nitrosamines and seven VOCs that are of great concern in potable water reuse through an RO membrane. In this approach, solute rejection is predicted by estimating the free-volume hole-size. The free-volume hole-radius was determined with pure water permeability of a membrane and a single reference compound –
N
-nitrosodimethylamine (NDMA) – by minimizing the variance between the experimentally obtained and calculated NDMA rejection values at the permeate flux of 20 L m
−2
h
−1
. The obtained free-volume hole-radius of the ESPA2 RO membrane was 0.348 nm, which was larger than the value previously determined by positron annihilation lifetime spectroscopy (PALS) analysis (0.289 nm). The model incorporated with the estimated free-volume hole-radius could accurately predict the rejection of eight
N
-nitrosamines under a range of permeate flux (2.6–20 L m
−2
h
−1
). The model was also validated using experimentally obtained VOC rejection values. The predicted VOC rejections at the permeate flux of 20 L m
−2
h
−1
were almost identical to their experimentally obtained rejections. However, VOC rejection prediction at a lower permeate flux was less accurate. Further improvement and validation of the model with a variety of trace organic chemicals is required to allow for a more accurate prediction. The model was also validated using the membrane free-volume hole-radius value previously obtained from PALS analysis. Using PALS data resulted in some over-prediction. The results suggest that additional adjustment is necessary when using data from PALS analysis for predicting the rejection of small and uncharged solutes.</description><subject>Analytical methods</subject><subject>Data analysis</subject><subject>Data processing</subject><subject>Drinking water</subject><subject>Fluctuations</subject><subject>Flux</subject><subject>Mathematical models</subject><subject>Membrane permeability</subject><subject>N-Nitrosodimethylamine</subject><subject>Nitrosamines</subject><subject>Organic chemicals</subject><subject>Organic chemistry</subject><subject>Permeability</subject><subject>Positron annihilation</subject><subject>Predictions</subject><subject>Rejection</subject><subject>Reverse osmosis</subject><subject>Solutes</subject><subject>Spectroscopy</subject><subject>Variance analysis</subject><subject>VOCs</subject><subject>Volatile organic compounds</subject><subject>Water reuse</subject><issn>2053-1400</issn><issn>2053-1419</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNpFkE1LxDAQhosouKx78RcMeBOqSdNmW2-yrB-44EXxWNJk2u3SNjWTrvg3_MVGVvQ0L8zDO8wTReecXXEmiuvVcv3GGC_Sp6NolrBMxDzlxfFfZuw0WhDtWICkCCsxi77WPbqmHRpohz2SbxvlrSMgdC3SDSggH6KG0TqM685-QG8NduAtjA5Nqz34LYJ3aqDAeLA1UK-6DtRgYBr0VrkGDZDtJo8UYGenZhuKHe7REYKl3lJL0GNfhRY8i05q1REufuc8er1bv6we4s3z_ePqdhNrIbmPc13xDHmOIq1UnsuUKZkYJnNTqEynMisqKaWRWuS1SRVmGqtlbmStDUPGUMyji0Pv6Oz7FH4vd3ZyQzhZJsGiXCZZkQfq8kBpZ4kc1uXo2l65z5Kz8kd7-a9dfAOCqHgz</recordid><startdate>20180101</startdate><enddate>20180101</enddate><creator>Takeuchi, Haruka</creator><creator>Tanaka, Hiroaki</creator><creator>Nghiem, Long D.</creator><creator>Fujioka, Takahiro</creator><general>Royal Society of Chemistry</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7ST</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H97</scope><scope>L.G</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0002-1172-7518</orcidid><orcidid>https://orcid.org/0000-0003-3105-4442</orcidid><orcidid>https://orcid.org/0000-0002-9039-5792</orcidid><orcidid>https://orcid.org/0000-0001-9111-5628</orcidid></search><sort><creationdate>20180101</creationdate><title>Emerging investigators series: a steric pore-flow model to predict the transport of small and uncharged solutes through a reverse osmosis membrane</title><author>Takeuchi, Haruka ; Tanaka, Hiroaki ; Nghiem, Long D. ; Fujioka, Takahiro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c361t-8cb15e18e34ba88640a62d068d9a5c4659b666d6c38fd4ae5ceb78d6fcd0e00e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Analytical methods</topic><topic>Data analysis</topic><topic>Data processing</topic><topic>Drinking water</topic><topic>Fluctuations</topic><topic>Flux</topic><topic>Mathematical models</topic><topic>Membrane permeability</topic><topic>N-Nitrosodimethylamine</topic><topic>Nitrosamines</topic><topic>Organic chemicals</topic><topic>Organic chemistry</topic><topic>Permeability</topic><topic>Positron annihilation</topic><topic>Predictions</topic><topic>Rejection</topic><topic>Reverse osmosis</topic><topic>Solutes</topic><topic>Spectroscopy</topic><topic>Variance analysis</topic><topic>VOCs</topic><topic>Volatile organic compounds</topic><topic>Water reuse</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Takeuchi, Haruka</creatorcontrib><creatorcontrib>Tanaka, Hiroaki</creatorcontrib><creatorcontrib>Nghiem, Long D.</creatorcontrib><creatorcontrib>Fujioka, Takahiro</creatorcontrib><collection>CrossRef</collection><collection>Aqualine</collection><collection>Environment Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environment Abstracts</collection><jtitle>Environmental science water research & technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Takeuchi, Haruka</au><au>Tanaka, Hiroaki</au><au>Nghiem, Long D.</au><au>Fujioka, Takahiro</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Emerging investigators series: a steric pore-flow model to predict the transport of small and uncharged solutes through a reverse osmosis membrane</atitle><jtitle>Environmental science water research & technology</jtitle><date>2018-01-01</date><risdate>2018</risdate><volume>4</volume><issue>4</issue><spage>493</spage><epage>504</epage><pages>493-504</pages><issn>2053-1400</issn><eissn>2053-1419</eissn><abstract>This study proposed a new approach to apply the steric pore-flow model to predict the rejection of eight
N
-nitrosamines and seven VOCs that are of great concern in potable water reuse through an RO membrane. In this approach, solute rejection is predicted by estimating the free-volume hole-size. The free-volume hole-radius was determined with pure water permeability of a membrane and a single reference compound –
N
-nitrosodimethylamine (NDMA) – by minimizing the variance between the experimentally obtained and calculated NDMA rejection values at the permeate flux of 20 L m
−2
h
−1
. The obtained free-volume hole-radius of the ESPA2 RO membrane was 0.348 nm, which was larger than the value previously determined by positron annihilation lifetime spectroscopy (PALS) analysis (0.289 nm). The model incorporated with the estimated free-volume hole-radius could accurately predict the rejection of eight
N
-nitrosamines under a range of permeate flux (2.6–20 L m
−2
h
−1
). The model was also validated using experimentally obtained VOC rejection values. The predicted VOC rejections at the permeate flux of 20 L m
−2
h
−1
were almost identical to their experimentally obtained rejections. However, VOC rejection prediction at a lower permeate flux was less accurate. Further improvement and validation of the model with a variety of trace organic chemicals is required to allow for a more accurate prediction. The model was also validated using the membrane free-volume hole-radius value previously obtained from PALS analysis. Using PALS data resulted in some over-prediction. The results suggest that additional adjustment is necessary when using data from PALS analysis for predicting the rejection of small and uncharged solutes.</abstract><cop>Cambridge</cop><pub>Royal Society of Chemistry</pub><doi>10.1039/C7EW00194K</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-1172-7518</orcidid><orcidid>https://orcid.org/0000-0003-3105-4442</orcidid><orcidid>https://orcid.org/0000-0002-9039-5792</orcidid><orcidid>https://orcid.org/0000-0001-9111-5628</orcidid><oa>free_for_read</oa></addata></record> |
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source | Royal Society Of Chemistry Journals 2008- |
subjects | Analytical methods Data analysis Data processing Drinking water Fluctuations Flux Mathematical models Membrane permeability N-Nitrosodimethylamine Nitrosamines Organic chemicals Organic chemistry Permeability Positron annihilation Predictions Rejection Reverse osmosis Solutes Spectroscopy Variance analysis VOCs Volatile organic compounds Water reuse |
title | Emerging investigators series: a steric pore-flow model to predict the transport of small and uncharged solutes through a reverse osmosis membrane |
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