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Imbrogno A, Nguyen MN, Schäfer AI. Tutorial review of error evaluation in experimental water research at the example of membrane filtration. CHEMOSPHERE 2024; 357:141833. [PMID: 38579944 DOI: 10.1016/j.chemosphere.2024.141833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 03/13/2024] [Accepted: 03/26/2024] [Indexed: 04/07/2024]
Abstract
Experimental water research lacks clear methodology to estimate experimental error. Especially when natural waters are involved, the characterization tools bear method-specific artifacts while the varying environmental conditions prevent regular repeats. This tutorial review identifies common mistakes, and proposes a practical procedure to determine experimental errors at the example of membrane filtration. Statistical analysis is often applied to an insufficient number of repeated measurements, while not all error sources and contributions are considered. This results in an underestimation of the experimental error. Variations in relevant experimental parameters need to be investigated systematically, and the related errors are quantified as a half of the variation between the max and min values when standard deviation is not applicable. Error of calculated parameters (e.g. flux, pollutant removal and mass loss) is estimated by applying error propagation, where weighing contributions of the experimental parameters are considered. Appropriate judgment and five-time repetition of a selected experiment under identical conditions are proposed to validate the propagated experimental error. For validation, the five repeated data points should lie within the estimated error range of the error bar. The proposed error evaluation procedure is adaptable in experimental water research and intended for researchers to identify the contributing factors of an experimental error and carry out appropriate error quantification and validation. The most important aim is to raise awareness of the necessity to question error methodology and reproducibility of experimental data, to produce and publish high quality research.
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Affiliation(s)
- Alessandra Imbrogno
- Institute for Advanced Membrane Technology (IAMT), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany
| | - Minh N Nguyen
- Institute for Advanced Membrane Technology (IAMT), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany
| | - Andrea I Schäfer
- Institute for Advanced Membrane Technology (IAMT), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany.
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2
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Verbeke R, Nulens I, Thijs M, Lenaerts M, Bastin M, Van Goethem C, Koeckelberghs G, Vankelecom IF. Solutes in solvent resistant and solvent tolerant nanofiltration: How molecular interactions impact membrane rejection. J Memb Sci 2023. [DOI: 10.1016/j.memsci.2023.121595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
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3
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From academia to industry: Success criteria for upscaling nanofiltration membranes for water and solvent applications. J Memb Sci 2023. [DOI: 10.1016/j.memsci.2023.121393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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4
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Wang C, Park MJ, Yu H, Matsuyama H, Drioli E, Shon HK. Recent advances of nanocomposite membranes using layer-by-layer assembly. J Memb Sci 2022. [DOI: 10.1016/j.memsci.2022.120926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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5
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Liu L, Liu S, Wang E, Su B. Hollow Fiber Membrane for Organic Solvent Nanofiltration: A Mini Review. MEMBRANES 2022; 12:membranes12100995. [PMID: 36295754 PMCID: PMC9607374 DOI: 10.3390/membranes12100995] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 10/07/2022] [Accepted: 10/10/2022] [Indexed: 06/03/2023]
Abstract
Organic solvents take up 80% of the total chemicals used in pharmaceutical and related industries, while their reuse rate is less than 50%. Traditional solvent treatment methods such as distillation and evaporation have many disadvantages such as high cost, environmental unfriendliness, and difficulty in recovering heat-sensitive, high-value molecules. Organic solvent nanofiltration (OSN) has been a prevalent research topic for the separation and purification of organic solvent systems since the beginning of this century with the benefits of no-phase change, high operational flexibility, low cost, as well as environmental friendliness. Especially, hollow fiber (HF) OSN membranes have gained a lot of attention due to their high packing density and easy scale-up as compared with flat-sheet OSN membranes. This paper critically reviewed the recent research progress in the preparation of HF OSN membranes with high performance, including different materials, preparation methods, and modification treatments. This paper also predicts the future direction of HF OSN membrane development.
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Affiliation(s)
- Liyang Liu
- Key Laboratory of Marine Chemistry Theory and Technology, Ocean University of China, Ministry of Education, 238 Songling Road, Qingdao 266100, China
- College of Chemistry & Chemical Engineering, Ocean University of China, 238 Songling Road, Qingdao 266100, China
| | - Shaoxiao Liu
- Key Laboratory of Marine Chemistry Theory and Technology, Ocean University of China, Ministry of Education, 238 Songling Road, Qingdao 266100, China
- College of Chemistry & Chemical Engineering, Ocean University of China, 238 Songling Road, Qingdao 266100, China
| | - Enlin Wang
- Key Laboratory of Marine Chemistry Theory and Technology, Ocean University of China, Ministry of Education, 238 Songling Road, Qingdao 266100, China
- College of Chemistry & Chemical Engineering, Ocean University of China, 238 Songling Road, Qingdao 266100, China
| | - Baowei Su
- Key Laboratory of Marine Chemistry Theory and Technology, Ocean University of China, Ministry of Education, 238 Songling Road, Qingdao 266100, China
- College of Chemistry & Chemical Engineering, Ocean University of China, 238 Songling Road, Qingdao 266100, China
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Schlüter S, Huxoll F, Grenningloh K, Sadowski G, Petzold M, Böhm L, Kraume M, Skiborowski M. Unraveling the influence of dissolved gases on permeate flux in organic solvent nanofiltration – Experimental analysis. Sep Purif Technol 2022. [DOI: 10.1016/j.seppur.2022.121265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Wang C, Park MJ, Seo DH, Phuntsho S, Gonzales RR, Matsuyama H, Drioli E, Shon HK. Inkjet printed polyelectrolyte multilayer membrane using a polyketone support for organic solvent nanofiltration. J Memb Sci 2022. [DOI: 10.1016/j.memsci.2021.119943] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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8
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Recent advances in nanomaterial-incorporated nanocomposite membranes for organic solvent nanofiltration. Sep Purif Technol 2021. [DOI: 10.1016/j.seppur.2021.118657] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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9
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Merlet R, Winnubst L, Nijmeijer A, Amirilargani M, Sudhölter EJR, de Smet LCPM, Salvador Cob S, Vandezande P, Dorbec M, Sluijter S, van Veen H, VanDelft Y, Wienk I, Cuperus P, Behera S, Hartanto Y, Vankelecom IFJ, de Wit P. Comparing the Performance of Organic Solvent Nanofiltration Membranes in Non‐Polar Solvents. CHEM-ING-TECH 2021. [DOI: 10.1002/cite.202100032] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Renaud Merlet
- University of Twente Inorganic Membranes, Membrane Science and Technology Cluster P.O. Box 217 7500 AE Enschede The Netherlands
| | - Louis Winnubst
- University of Twente Inorganic Membranes, Membrane Science and Technology Cluster P.O. Box 217 7500 AE Enschede The Netherlands
| | - Arian Nijmeijer
- University of Twente Inorganic Membranes, Membrane Science and Technology Cluster P.O. Box 217 7500 AE Enschede The Netherlands
| | - Mohammad Amirilargani
- Delft University of Technology Organic Materials and Interfaces, Department of Chemical Engineering Van der Maasweg 9 2629 HZ Delft The Netherlands
| | - Ernst J. R. Sudhölter
- Delft University of Technology Organic Materials and Interfaces, Department of Chemical Engineering Van der Maasweg 9 2629 HZ Delft The Netherlands
| | - Louis C. P. M. de Smet
- Wageningen University Laboratory of Organic Chemistry Stippeneng 4 6708 WE Wageningen The Netherlands
| | - Sara Salvador Cob
- Flemish Institute for Technological Research (VITO) Unit Separation and Conversion Technology (SCT) Boeretang 200 2400 Mol Belgium
| | - Pieter Vandezande
- Flemish Institute for Technological Research (VITO) Unit Separation and Conversion Technology (SCT) Boeretang 200 2400 Mol Belgium
| | - Matthieu Dorbec
- Janssen Pharmaceutica NV Turnhoutseweg 30 2340 Beerse Belgium
| | - Soraya Sluijter
- TNO unit ECN part of TNO Westerduinweg 3 1755 LE Petten The Netherlands
| | - Henk van Veen
- TNO unit ECN part of TNO Westerduinweg 3 1755 LE Petten The Netherlands
| | - Yvonne VanDelft
- TNO unit ECN part of TNO Westerduinweg 3 1755 LE Petten The Netherlands
| | - Ingrid Wienk
- SolSep B.V. Robust Membrane Technologies St. Eustatius 65 7333 NW Apeldoorn The Netherlands
| | - Petrus Cuperus
- SolSep B.V. Robust Membrane Technologies St. Eustatius 65 7333 NW Apeldoorn The Netherlands
| | - Subhalaxmi Behera
- KU Leuven Membrane Technology Group, cMACS division Faculty of Bioscience Engineering Celestijnenlaan 200F B-3001 Heverlee Belgium
| | - Yusak Hartanto
- KU Leuven Membrane Technology Group, cMACS division Faculty of Bioscience Engineering Celestijnenlaan 200F B-3001 Heverlee Belgium
| | - Ivo F. J. Vankelecom
- KU Leuven Membrane Technology Group, cMACS division Faculty of Bioscience Engineering Celestijnenlaan 200F B-3001 Heverlee Belgium
| | - Patrick de Wit
- University of Twente EMI Twente, Membrane Science and Technology Cluster P.O. Box 217 7500 AE Enschede The Netherlands
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Schnoor JK, Bettmer J, Kamp J, Wessling M, Liauw MA. Recycling and Separation of Homogeneous Catalyst from Aqueous Multicomponent Mixture by Organic Solvent Nanofiltration. MEMBRANES 2021; 11:membranes11060423. [PMID: 34073034 PMCID: PMC8230105 DOI: 10.3390/membranes11060423] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 05/26/2021] [Accepted: 05/27/2021] [Indexed: 11/16/2022]
Abstract
Organic solvent nanofiltration (OSN) has evolved to an established recycling method for homogeneous catalysts. However, commercial availability has not circumvented the need for classification and the scoping of possible applications for specific solvent mixtures. Therefore, Evonik’s DuraMem® 300 was assessed for the recycling of magnesium triflate at two transmembrane pressures from a mixture of ethanol, ethyl acetate and water. Catalyst retention up to 98% and permeability of up to 4.44·10−1∙L∙bar−1∙m−2∙h−1 were possible when less than 25% ethyl acetate was in the mixture. The retention of some of the components in the ternary mixture was observed while others were enriched, making the membrane also suitable for fractioning thereof.
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Affiliation(s)
- J.-Kilian Schnoor
- Institut für Technische und Makromolekulare Chemie, RWTH Aachen University, Worringerweg 1, 52074 Aachen, Germany;
- Correspondence: (J.-K.S.); (M.A.L.)
| | - Jens Bettmer
- Institut für Technische und Makromolekulare Chemie, RWTH Aachen University, Worringerweg 1, 52074 Aachen, Germany;
- Chair of Chemical Process Engineering, Aachener Verfahrenstechnik, RWTH Aachen University, Forckenbeckstrasse 51, 52074 Aachen, Germany; (J.K.); (M.W.)
| | - Johannes Kamp
- Chair of Chemical Process Engineering, Aachener Verfahrenstechnik, RWTH Aachen University, Forckenbeckstrasse 51, 52074 Aachen, Germany; (J.K.); (M.W.)
| | - Matthias Wessling
- Chair of Chemical Process Engineering, Aachener Verfahrenstechnik, RWTH Aachen University, Forckenbeckstrasse 51, 52074 Aachen, Germany; (J.K.); (M.W.)
- DWI-Leibniz Institute for Interactive Materials, Forckenbeckstr. 50, 52074 Aachen, Germany
| | - Marcel A. Liauw
- Institut für Technische und Makromolekulare Chemie, RWTH Aachen University, Worringerweg 1, 52074 Aachen, Germany;
- Correspondence: (J.-K.S.); (M.A.L.)
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11
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Sub10 μm macroporous aramid substrates with a hierarchically structured interface for organic solvent nanofiltration. J Memb Sci 2021. [DOI: 10.1016/j.memsci.2021.119123] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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12
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Machine-based learning of predictive models in organic solvent nanofiltration: Solute rejection in pure and mixed solvents. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2020.117046] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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13
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Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning. J Memb Sci 2020. [DOI: 10.1016/j.memsci.2020.118208] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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14
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Xu SJ, Shen Q, Tong YH, Dong ZQ, Xu ZL. GWF-NH2 enhanced OSN membrane with trifluoromethyl groups in polyamide layer for rapid methanol recycling. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2020.116619] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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15
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Conceptual study of co-product separation from catalyst-rich recycle streams in thermomorphic multiphase systems by OSN. Chem Eng Res Des 2020. [DOI: 10.1016/j.cherd.2020.02.028] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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16
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Mencarelli L, Chen Q, Pagot A, Grossmann IE. A review on superstructure optimization approaches in process system engineering. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.106808] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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17
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Goebel R, Skiborowski M. Machine-based learning of predictive models in organic solvent nanofiltration: Pure and mixed solvent flux. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2019.116363] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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18
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Lejeune A, Rabiller-Baudry M, Vankelecom I, Renouard T. On the relative influence of the hydrodynamics of lab-scale set-ups and the membrane materials on the rejection of homogeneous metal catalysts in solvent resistant nanofiltration. SEP SCI TECHNOL 2019. [DOI: 10.1080/01496395.2019.1706573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Antoine Lejeune
- Univ Rennes, CNRS, ISCR (Institut des Sciences Chimiques de Rennes) – UMR 6226, Rennes, France
| | | | - Ivo.F.J. Vankelecom
- Faculteit Bio-ingenieurswetenschappen, Membrane Technology Group - cMACS, KU Leuven, Leuven, Belgium
| | - Thierry Renouard
- Univ Rennes, CNRS, ISCR (Institut des Sciences Chimiques de Rennes) – UMR 6226, Rennes, France
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19
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Novel designed TFC membrane based on host-guest interaction for organic solvent nanofiltration (OSN). J Memb Sci 2019. [DOI: 10.1016/j.memsci.2019.117227] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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20
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On the reliability of lab-scale experiments for the determination of membrane specific flux measurements in organic solvent nanofiltration. Chem Eng Res Des 2019. [DOI: 10.1016/j.cherd.2019.06.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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