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Lian M, Tian L, Huang G, Liang S, Zhang Y, Yi N, Fan L, Wu Q, Gan F, Wu Y. Recent Advances in Fluorescent Polyimides. Molecules 2024; 29:4072. [PMID: 39274921 PMCID: PMC11397098 DOI: 10.3390/molecules29174072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 08/23/2024] [Accepted: 08/26/2024] [Indexed: 09/16/2024] Open
Abstract
Polyimide (PI) refers to a type of high-performance polymer containing imide rings in the main chain, which has been widely used in fields of aerospace, microelectronic and photonic devices, gas separation technology, and so on. However, traditional aromatic PIs are, in general, the inefficient fluorescence or even no fluorescence, due to the strong inter- and intramolecular charge transfer (CT) interactions causing unavoidable fluorescence quenching, which greatly restricts their applications as light-emitting functional layers in the fabrication of organic light-emitting diode (OLED) devices. As such, the development of fluorescent PIs with high fluorescence quantum efficiency for their application fields in the OLED is an important research direction in the near future. In this review, we provide a comprehensive overview of fluorescent PIs as well as the methods to improve the fluorescence quantum efficiency of PIs. It is anticipated that this review will serve as a valuable reference and offer guidance for the design and development of fluorescent PIs with high fluorescence quantum efficiency, ultimately fostering further progress in OLED research.
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Affiliation(s)
- Manyu Lian
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
| | - Liyong Tian
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
| | - Guotao Huang
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
| | - Siming Liang
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
| | - Yangfan Zhang
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
| | - Ningbo Yi
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
| | - Longfei Fan
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
| | - Qinghua Wu
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
| | - Feng Gan
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
| | - Yancheng Wu
- College of Textile Science and Engineering, Wuyi University, Jiangmen 529020, China
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Khoo YS, Tjong TC, Chew JW, Hu X. Techniques for recovery and recycling of ionic liquids: A review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 922:171238. [PMID: 38423336 DOI: 10.1016/j.scitotenv.2024.171238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 02/16/2024] [Accepted: 02/22/2024] [Indexed: 03/02/2024]
Abstract
Due to beneficial properties like non-flammability, thermal stability, low melting point and low vapor pressure, ionic liquids (ILs) have gained great interest from engineers and researchers in the past decades to replace conventional solvents. The superior characteristics of ILs make them promising for applications in fields as wide-ranging as pharmaceuticals, foods, nanoparticles synthesis, catalysis, electrochemistry and so on. To alleviate the high cost and environmental impact of ILs, various technologies have been reported to recover and purify the used ILs, as well as recycling the ILs. The aim of this article is to overview the state-of-the-art research on the recovery and recycling technologies for ILs including membrane technology, distillation, extraction, aqueous two-phase system (ATPS) and adsorption. In addition, challenges and future perspectives on ILs recovery are discussed. This review is expected to provide valuable insights for developing effective and environmentally friendly recovery methods for ILs.
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Affiliation(s)
- Ying Siew Khoo
- School of Materials Science and Engineering, Nanyang Technological University (NTU), 50 Nanyang Ave, Block N4.1, 639798, Singapore; RGE-NTU Sustainable Textile Research Centre, Nanyang Technological University (NTU), 639798, Singapore
| | - Tommy Chandra Tjong
- School of Materials Science and Engineering, Nanyang Technological University (NTU), 50 Nanyang Ave, Block N4.1, 639798, Singapore; RGE-NTU Sustainable Textile Research Centre, Nanyang Technological University (NTU), 639798, Singapore
| | - Jia Wei Chew
- RGE-NTU Sustainable Textile Research Centre, Nanyang Technological University (NTU), 639798, Singapore; School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University (NTU), 62 Nanyang Drive, 637459, Singapore; Chemical Engineering, Chalmers University of Technology, 412 96 Gothenburg, Sweden.
| | - Xiao Hu
- School of Materials Science and Engineering, Nanyang Technological University (NTU), 50 Nanyang Ave, Block N4.1, 639798, Singapore; RGE-NTU Sustainable Textile Research Centre, Nanyang Technological University (NTU), 639798, Singapore.
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Tiwari SP, Shi W, Budhathoki S, Baker J, Sekizkardes AK, Zhu L, Kusuma VA, Hopkinson DP, Steckel JA. Creation of Polymer Datasets with Targeted Backbones for Screening of High-Performance Membranes for Gas Separation. J Chem Inf Model 2024; 64:638-652. [PMID: 38294781 DOI: 10.1021/acs.jcim.3c01232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
A simple approach was developed to computationally construct a polymer dataset by combining simplified molecular-input line-entry system (SMILES) strings of a targeted polymer backbone and a variety of molecular fragments. This method was used to create 14 polymer datasets by combining seven polymer backbones and molecules from two large molecular datasets (MOSES and QM9). Polymer backbones that were studied include four polydimethylsiloxane (PDMS) based backbones, poly(ethylene oxide) (PEO), poly(allyl glycidyl ether) (PAGE), and polyphosphazene (PPZ). The generated polymer datasets can be used for various cheminformatics tasks, including high-throughput screening for gas permeability and selectivity. This study utilized machine learning (ML) models to screen the polymers for CO2/CH4 and CO2/N2 gas separation using membranes. Several polymers of interest were identified. The results highlight that employing an ML model fitted to polymer selectivities leads to higher accuracy in predicting polymer selectivity compared to using the ratio of predicted permeabilities.
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Affiliation(s)
- Surya Prakash Tiwari
- National Energy Technology Laboratory, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
- NETL Support Contractor, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
| | - Wei Shi
- National Energy Technology Laboratory, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
| | - Samir Budhathoki
- National Energy Technology Laboratory, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
- NETL Support Contractor, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
| | - James Baker
- National Energy Technology Laboratory, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
- NETL Support Contractor, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
| | - Ali K Sekizkardes
- National Energy Technology Laboratory, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
- NETL Support Contractor, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
| | - Lingxiang Zhu
- National Energy Technology Laboratory, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
- NETL Support Contractor, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
| | - Victor A Kusuma
- National Energy Technology Laboratory, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
- NETL Support Contractor, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
| | - David P Hopkinson
- National Energy Technology Laboratory, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
| | - Janice A Steckel
- National Energy Technology Laboratory, 626 Cochran Mill Road, Pittsburgh, Pennsylvania 15236, United States
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Bhoumick MC, Paul S, Roy S, Harvey BG, Mitra S. Recovery of Isoamyl Alcohol by Graphene Oxide Immobilized Membrane and Air-Sparged Membrane Distillation. MEMBRANES 2024; 14:49. [PMID: 38392676 PMCID: PMC10890467 DOI: 10.3390/membranes14020049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/31/2024] [Accepted: 02/07/2024] [Indexed: 02/24/2024]
Abstract
Isoamyl alcohol is an important biomass fermentation product that can be used as a gasoline surrogate, jet fuel precursor, and platform molecule for the synthesis of fine chemicals and pharmaceuticals. This study reports on the use of graphene oxide immobilized membra (GOIMs) for the recovery of isoamyl alcohol from an aqueous matrix. The separation was performed using air-sparged membrane distillation (ASMD). In contrast to a conventional PTFE membrane, which exhibited minimal separation, preferential adsorption on graphene oxide within GOIMs resulted in highly selective isoamyl alcohol separation. The separation factor reached 6.7, along with a flux as high as 1.12 kg/m2 h. Notably, the overall mass transfer coefficients indicated improvements with a GOIM. Optimization via response surfaces showed curvature effects for the separation factor due to the interaction effects. An empirical model was generated based on regression equations to predict the flux and separation factor. This study demonstrates the potential of GOIMs and ASMD for the efficient recovery of higher alcohols from aqueous solutions, highlighting the practical applications of these techniques for the production of biofuels and bioproducts.
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Affiliation(s)
- Mitun Chandra Bhoumick
- Department of Chemistry and Environmental Science, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Sumona Paul
- Department of Chemistry and Environmental Science, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Sagar Roy
- Department of Chemistry and Environmental Science, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Benjamin G Harvey
- Naval Air Warfare Center, Weapons Division, Research Department, Chemistry Division, China Lake, CA 93555, USA
| | - Somenath Mitra
- Department of Chemistry and Environmental Science, New Jersey Institute of Technology, Newark, NJ 07102, USA
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Ionita D, Cristea M, Sava I, Popescu MC, Dobromir M, Simionescu BC. Temperature-Controlled Chain Dynamics in Polyimide Doped with CoCl 2 Probed Using Dynamic Mechanical Analysis. MATERIALS (BASEL, SWITZERLAND) 2024; 17:753. [PMID: 38591621 PMCID: PMC10856759 DOI: 10.3390/ma17030753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 01/26/2024] [Accepted: 01/31/2024] [Indexed: 04/10/2024]
Abstract
Cobalt(II) chloride (CoCl2) being in the vicinity of polyimide chains entails modifications in terms of the molecular dynamics, which are mainly governed by the possible presence of amic acid residual groups, by the transition-metal-type characteristics of cobalt and by the CoCl2 content. Polyimide was synthesized using poly(amic acid) according to the reaction of 2,2'-bis(3,4-dicarboxylphenyl)hexafluoropropane dianhydride (6FDA) with 3,3'-dimethyl-4,4'-diaminodiphenylmethane (MMDA) in N,N-dimethylacetamide. CoCl2 was added before the thermal imidization of the poly(amic acid). An experimental approach was designed to establish the interaction between the polyimide and CoCl2 and whether the interaction depends on the quantity of the salt. Evidence for the existence of residual amic acid groups was obtained using second derivative Fourier Transform Infrared Spectroscopy (FTIR) and with the help of 2D correlation spectroscopy (2D-COS). Moreover, FTIR, along with X-ray photoelectron spectroscopy (XPS), revealed the interaction between the polymer and CoCl2, primarily in the form of Co(II)-N coordinated bonds. Nevertheless, the coordination of cobalt with suitable atoms from the amic acid groups is not precluded. The results of dynamic mechanical analysis (DMA) featured a specific relaxation assigned to the presence of CoCl2 in the polymeric film and demonstrated that its (non)reinforcing effect depends on its content in the polyimide.
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Affiliation(s)
- Daniela Ionita
- “Petru Poni” Institute of Macromolecular Chemistry, Aleea Grigore Ghica Voda 41A, 700487 Iasi, Romania; (D.I.); (I.S.); (M.-C.P.); (B.C.S.)
| | - Mariana Cristea
- “Petru Poni” Institute of Macromolecular Chemistry, Aleea Grigore Ghica Voda 41A, 700487 Iasi, Romania; (D.I.); (I.S.); (M.-C.P.); (B.C.S.)
| | - Ion Sava
- “Petru Poni” Institute of Macromolecular Chemistry, Aleea Grigore Ghica Voda 41A, 700487 Iasi, Romania; (D.I.); (I.S.); (M.-C.P.); (B.C.S.)
| | - Maria-Cristina Popescu
- “Petru Poni” Institute of Macromolecular Chemistry, Aleea Grigore Ghica Voda 41A, 700487 Iasi, Romania; (D.I.); (I.S.); (M.-C.P.); (B.C.S.)
| | - Marius Dobromir
- Department of Exact and Natural Sciences, Institute of Interdisciplinary Research, “Alexandru Ioan Cuza” University of Iasi, Blvd. Carol I 11, 700506 Iasi, Romania;
| | - Bogdan C. Simionescu
- “Petru Poni” Institute of Macromolecular Chemistry, Aleea Grigore Ghica Voda 41A, 700487 Iasi, Romania; (D.I.); (I.S.); (M.-C.P.); (B.C.S.)
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Astorino C, De Nardo E, Lettieri S, Ferraro G, Pirri CF, Bocchini S. Advancements in Gas Separation for Energy Applications: Exploring the Potential of Polymer Membranes with Intrinsic Microporosity (PIM). MEMBRANES 2023; 13:903. [PMID: 38132907 PMCID: PMC10744731 DOI: 10.3390/membranes13120903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 11/27/2023] [Accepted: 11/30/2023] [Indexed: 12/23/2023]
Abstract
Membrane-based Polymers of Intrinsic Microporosity (PIMs) are promising candidates for energy-efficient industrial gas separations, especially for the separation of carbon dioxide over methane (CO2/CH4) and carbon dioxide over nitrogen (CO2/N2) for natural gas/biogas upgrading and carbon capture from flue gases, respectively. Compared to other separation techniques, membrane separations offer potential energy and cost savings. Ultra-permeable PIM-based polymers are currently leading the trade-off between permeability and selectivity for gas separations, particularly in CO2/CH4 and CO2/N2. These membranes show a significant improvement in performance and fall within a linear correlation on benchmark Robeson plots, which are parallel to, but significantly above, the CO2/CH4 and CO2/N2 Robeson upper bounds. This improvement is expected to enhance the credibility of polymer membranes for CO2 separations and stimulate further research in polymer science and applied engineering to develop membrane systems for these CO2 separations, which are critical to energy and environmental sustainability. This review aims to highlight the state-of-the-art strategies employed to enhance gas separation performances in PIM-based membranes while also mitigating aging effects. These strategies include chemical post-modification, crosslinking, UV and thermal treatment of PIM, as well as the incorporation of nanofillers in the polymeric matrix.
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Affiliation(s)
- Carmela Astorino
- Center for Sustainable Future Technologies (CSFT), Istituto Italiano di Tecnologia (IIT), Via Livorno, 60, 10144 Torino, Italy; (C.A.); (E.D.N.); (C.F.P.)
- Department of Applied Science and Technology, Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy;
| | - Eugenio De Nardo
- Center for Sustainable Future Technologies (CSFT), Istituto Italiano di Tecnologia (IIT), Via Livorno, 60, 10144 Torino, Italy; (C.A.); (E.D.N.); (C.F.P.)
- Department of Applied Science and Technology, Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy;
| | - Stefania Lettieri
- Department of Applied Science and Technology, Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy;
| | - Giuseppe Ferraro
- Department of Applied Science and Technology, Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy;
| | - Candido Fabrizio Pirri
- Center for Sustainable Future Technologies (CSFT), Istituto Italiano di Tecnologia (IIT), Via Livorno, 60, 10144 Torino, Italy; (C.A.); (E.D.N.); (C.F.P.)
- Department of Applied Science and Technology, Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy;
| | - Sergio Bocchini
- Center for Sustainable Future Technologies (CSFT), Istituto Italiano di Tecnologia (IIT), Via Livorno, 60, 10144 Torino, Italy; (C.A.); (E.D.N.); (C.F.P.)
- Department of Applied Science and Technology, Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy;
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Rasheed SH, Ibrahim SS, Alsalhy QF, Majdi HS. Polydimethylsiloxane (PDMS) Membrane for Separation of Soluble Toluene by Pervaporation Process. MEMBRANES 2023; 13:289. [PMID: 36984676 PMCID: PMC10057562 DOI: 10.3390/membranes13030289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 02/19/2023] [Accepted: 02/23/2023] [Indexed: 06/18/2023]
Abstract
A commercial polydimethylsiloxane (PDMS) membrane was employed to separate the soluble toluene compounds (C7H8) from an aqueous solution via the pervaporation (PV) process. The performance and the efficacy of the PDMS PV membrane were evaluated through the estimation of the permeation flux and separation factor under various operating parameters. The response surface method (RSM) built in the Minitab-18 software was used for the design of the experiment in this study, and the responses of the permeation flux and the separation factor were analyzed and optimized based on the operating conditions. A nonlinear regression analysis was applied to the experimental output and input, and as a result, a quadratic equation model with parameters interactions was obtained as mathematical expressions to predict the permeation flux and separation factor. At the optimal conditions of temperature 30 °C, initial toluene concentration 500 ppm, and feed flowrate 3.5 L/min, the toluene permeation flux and separation factor were 125.855 g/m2·h and 1080, respectively. The feed concentration was the most impactful and significant in the improvement of the permeation flux and separation factor of the PDMS membrane.
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Affiliation(s)
- Salam H. Rasheed
- Membrane Technology Research Unit, Department of Chemical Engineering, University of Technology-Iraq, Alsinaa Street 52, Baghdad 10066, Iraq
| | - Salah S. Ibrahim
- Membrane Technology Research Unit, Department of Chemical Engineering, University of Technology-Iraq, Alsinaa Street 52, Baghdad 10066, Iraq
| | - Qusay F. Alsalhy
- Membrane Technology Research Unit, Department of Chemical Engineering, University of Technology-Iraq, Alsinaa Street 52, Baghdad 10066, Iraq
| | - Hasan Sh. Majdi
- Department of Chemical Engineering and Petroleum Industries, Al-Mustaqbal University College, Babylon 51001, Iraq
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Oxygen plasma-assisted contra-diffusion self-assembly of covalent organic framework pervaporation membranes for organic-solvent dehydration. J Memb Sci 2023. [DOI: 10.1016/j.memsci.2022.121129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Davletbaeva IM, Sazonov OO, Dulmaev SE, Klinov AV, Fazlyev AR, Davletbaev RS, Efimov SV, Klochkov VV. Pervaporation Polyurethane Membranes Based on Hyperbranched Organoboron Polyols. MEMBRANES 2022; 12:1247. [PMID: 36557153 PMCID: PMC9782888 DOI: 10.3390/membranes12121247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 12/02/2022] [Accepted: 12/06/2022] [Indexed: 06/17/2023]
Abstract
On the basis of aminoethers of boric acid (AEBA), polyurethane vapor-permeable and pervaporative membranes were obtained. AEBAs, the structure of which is modified by bulk adducts (EM) of diphenylol propane diglycidyl ether and ethanolamine, were studied. It turned out that AEBA exists in the form of clusters, and the use of EM as a result of partial destruction of associative interactions leads to a significant decrease in the size of AEBA-EM particles and their viscosity compared to unmodified AEBA. The introduction of EM into the composition of AEBA leads to a threefold increase in the vapor permeability of polyurethanes obtained on their basis. The observed effect is explained by the fact that a decrease in the size of clusters leads to loosening of their dense packing. Areas of clustering due to associative interactions of hydroxyl groups, together with the hydrophilic nature of polyoxyethylene glycol, create channels through which water molecules can penetrate. The increase in vapor permeability is accompanied by a multiple increase in the permeability coefficients in the pervaporative dehydration of isopropanol.
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Affiliation(s)
- Ilsiya M. Davletbaeva
- Technology of Synthetic Rubber Department, Kazan National Research Technological University, 68 Karl Marx str., Kazan 420015, Russia
| | - Oleg O. Sazonov
- Technology of Synthetic Rubber Department, Kazan National Research Technological University, 68 Karl Marx str., Kazan 420015, Russia
| | - Sergey E. Dulmaev
- Technology of Synthetic Rubber Department, Kazan National Research Technological University, 68 Karl Marx str., Kazan 420015, Russia
| | - Alexander V. Klinov
- Department of Chemical Process Engineering, Kazan National Research Technological University, 68 Karl Marx str., Kazan 420015, Russia
| | - Azat R. Fazlyev
- Department of Chemical Process Engineering, Kazan National Research Technological University, 68 Karl Marx str., Kazan 420015, Russia
| | - Ruslan S. Davletbaev
- Material Science and Technology of Materials Department, Kazan State Power Engineering University, 51 Krasnoselskaya str., Kazan 420066, Russia
| | - Sergey V. Efimov
- Institute of Physics, Kazan Federal University, 18 Kremlevskaya str., Kazan 420008, Russia
| | - Vladimir V. Klochkov
- Institute of Physics, Kazan Federal University, 18 Kremlevskaya str., Kazan 420008, Russia
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Highly-selective MOF-303 membrane for alcohol dehydration. J Memb Sci 2022. [DOI: 10.1016/j.memsci.2022.120879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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11
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Emerging membranes for separation of organic solvent mixtures by pervaporation or vapor permeation. Sep Purif Technol 2022. [DOI: 10.1016/j.seppur.2022.121729] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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12
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Arcanjo Gonçalves BJ, de Souza Figueiredo KC. Developments in downstream butanol separation from ABE fermentation. Chem Eng Technol 2022. [DOI: 10.1002/ceat.202200241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Bruno José Arcanjo Gonçalves
- Department of Chemical Engineering Universidade Federal de Minas Gerais Av. Antonio Carlos, 6627 Pampulha, Belo Horizonte CEP 31270-901 Brazil
| | - Kátia Cecília de Souza Figueiredo
- Department of Chemical Engineering Universidade Federal de Minas Gerais Av. Antonio Carlos, 6627 Pampulha, Belo Horizonte CEP 31270-901 Brazil
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Sabir A, Falath W, Shafiq M, Gull N, Wasim M, .I. Jacob K. Effective desalination and anti-biofouling performance via surface immobilized MWCNTs on RO membrane. Chin J Chem Eng 2022. [DOI: 10.1016/j.cjche.2022.06.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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14
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Gallardo MR, Ang MBMY, Millare JC, Huang SH, Tsai HA, Lee KR. Vacuum-Assisted Interfacial Polymerization Technique for Enhanced Pervaporation Separation Performance of Thin-Film Composite Membranes. MEMBRANES 2022; 12:508. [PMID: 35629835 PMCID: PMC9144448 DOI: 10.3390/membranes12050508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 04/29/2022] [Accepted: 05/05/2022] [Indexed: 11/24/2022]
Abstract
In this work, thin-film composite polyamide membranes were fabricated using triethylenetetramine (TETA) and trimesoyl chloride (TMC) following the vacuum-assisted interfacial polymerization (VAIP) method for the pervaporation (PV) dehydration of aqueous isopropanol (IPA) solution. The physical and chemical properties as well as separation performance of the TFCVAIP membranes were compared with the membrane prepared using the traditional interfacial polymerization (TIP) technique (TFCTIP). Characterization results showed that the TFCVAIP membrane had a higher crosslinking degree, higher surface roughness, and denser structure than the TFCTIP membrane. As a result, the TFCVAIP membrane exhibited a higher separation performance in 70 wt.% aqueous IPA solution at 25 °C with permeation flux of 1504 ± 169 g∙m-2∙h-1, water concentration in permeate of 99.26 ± 0.53 wt%, and separation factor of 314 (five times higher than TFCTIP). Moreover, the optimization of IP parameters, such as variation of TETA and TMC concentrations as well as polymerization time for the TFCVAIP membrane, was carried out. The optimum condition in fabricating the TFCVAIP membrane was 0.05 wt.% TETA, 0.1 wt% TMC, and 60 s polymerization time.
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Affiliation(s)
- Marwin R. Gallardo
- R&D Center for Membrane Technology, Department of Chemical Engineering, Chung Yuan Christian University, Taoyuan 32023, Taiwan; (M.R.G.); (H.-A.T.)
| | - Micah Belle Marie Yap Ang
- R&D Center for Membrane Technology, Department of Chemical Engineering, Chung Yuan Christian University, Taoyuan 32023, Taiwan; (M.R.G.); (H.-A.T.)
| | - Jeremiah C. Millare
- School of Chemical, Biological and Materials Engineering and Sciences, Mapúa University, Manila 1002, Philippines;
| | - Shu-Hsien Huang
- R&D Center for Membrane Technology, Department of Chemical Engineering, Chung Yuan Christian University, Taoyuan 32023, Taiwan; (M.R.G.); (H.-A.T.)
- Department of Chemical and Materials Engineering, National Ilan University, Yilan 26047, Taiwan
| | - Hui-An Tsai
- R&D Center for Membrane Technology, Department of Chemical Engineering, Chung Yuan Christian University, Taoyuan 32023, Taiwan; (M.R.G.); (H.-A.T.)
| | - Kueir-Rarn Lee
- R&D Center for Membrane Technology, Department of Chemical Engineering, Chung Yuan Christian University, Taoyuan 32023, Taiwan; (M.R.G.); (H.-A.T.)
- Research Center for Circular Economy, Chung Yuan Christian University, Taoyuan 32023, Taiwan
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15
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Two-step hierarchical crosslinking to construct acid-resistance membrane for pervaporation dehydration of artificial esterification reaction. J Memb Sci 2022. [DOI: 10.1016/j.memsci.2022.120396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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16
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Liu M, Nothling MD, Zhang S, Fu Q, Qiao GG. Thin film composite membranes for postcombustion carbon capture: Polymers and beyond. Prog Polym Sci 2022. [DOI: 10.1016/j.progpolymsci.2022.101504] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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17
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Wang M, Xu Q, Tang H, Jiang J. Machine Learning-Enabled Prediction and High-Throughput Screening of Polymer Membranes for Pervaporation Separation. ACS APPLIED MATERIALS & INTERFACES 2022; 14:8427-8436. [PMID: 35113512 DOI: 10.1021/acsami.1c22886] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Pervaporation (PV) is considered as a robust membrane-based separation technology for liquid mixtures. However, the development of PV membranes is impeded largely by the lack of adequate models capable of reliably predicting the performance of PV membranes. In this study, we collect an experimental data set with a total of 681 data samples including 16 polymers and 6 organic solvents for a wide variety of water/organic mixtures under various operating conditions. Then, two types of machine learning (ML) models are developed for prediction and high-throughput screening of polymer membranes for PV separation. Based on the intrinsic properties of polymer and solvent (water contact angle of polymer and solubility parameter of solvent) as gross descriptors, the first type accurately predicts PV separation performance (total flux and separation factor). The second type is based on the molecular representation of polymer and solvent, giving accuracy comparable to the first type, and applied to screen ∼1 million hypothetical polymers for PV separation of water/ethanol mixtures. With a threshold of 700 for the PV separation index, 20 polymers are shortlisted, with many surpassing experimental samples. Among these, 10 are further identified to be synthesizable in terms of a synthetic complexity score. The ML models developed in this study would facilitate the optimization of operating conditions and accelerate the development of new polymer membranes for high-performance PV separation.
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Affiliation(s)
- Mao Wang
- Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117576, Singapore
| | - Qisong Xu
- Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117576, Singapore
| | - Hongjian Tang
- Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117576, Singapore
| | - Jianwen Jiang
- Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117576, Singapore
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18
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Caliskan E, Shishatskiy S, Neumann S, Abetz V, Filiz V. Investigation of the Side Chain Effect on Gas and Water Vapor Transport Properties of Anthracene-Maleimide Based Polymers of Intrinsic Microporosity. Polymers (Basel) 2021; 14:119. [PMID: 35012141 PMCID: PMC8747615 DOI: 10.3390/polym14010119] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 12/21/2021] [Accepted: 12/22/2021] [Indexed: 02/01/2023] Open
Abstract
In the present work, a set of anthracene maleimide monomers with different aliphatic side groups obtained by Diels Alder reactions were used as precursors for a series of polymers of intrinsic microporosity (PIM) based homo- and copolymers that were successfully synthesized and characterized. Polymers with different sizes and shapes of aliphatic side groups were characterized by size-exclusion chromatography (SEC), (nuclear magnetic resonance) 1H-NMR, thermogravimetric (TG) analysis coupled with Fourier-Transform-Infrared (FTIR) spectroscopy (TG-FTIR) and density measurements. The TG-FTIR measurement of the monomer-containing methyl side group revealed that the maleimide group decomposes prior to the anthracene backbone. Thermal treatment of homopolymer methyl-100 thick film was conducted to establish retro-Diels Alder rearrangement of the homopolymer. Gas and water vapor transport properties of homopolymers and copolymers were investigated by time-lag measurements. Homopolymers with bulky side groups (i-propyl-100 and t-butyl-100) experienced a strong impact of these side groups in fractional free volume (FFV) and penetrant permeability, compared to the homopolymers with linear alkyl side chains. The effect of anthracene maleimide derivatives with a variety of aliphatic side groups on water vapor transport is discussed. The maleimide moiety increased the water affinity of the homopolymers. Phenyl-100 exhibited a high water solubility, which is related to a higher amount of aromatic rings in the polymer. Copolymers (methyl-50 and t-butyl-50) showed higher CO2 and CH4 permeability compared to PIM-1. In summary, the introduction of bulky substituents increased free volume and permeability whilst the maleimide moiety enhanced the water vapor affinity of the polymers.
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Affiliation(s)
- Esra Caliskan
- Institute of Membrane Research, Helmholtz-Zentrum Hereon, Max-Planck-Str. 1, 21502 Geesthacht, Germany; (E.C.); (S.S.); (S.N.); (V.A.)
| | - Sergey Shishatskiy
- Institute of Membrane Research, Helmholtz-Zentrum Hereon, Max-Planck-Str. 1, 21502 Geesthacht, Germany; (E.C.); (S.S.); (S.N.); (V.A.)
| | - Silvio Neumann
- Institute of Membrane Research, Helmholtz-Zentrum Hereon, Max-Planck-Str. 1, 21502 Geesthacht, Germany; (E.C.); (S.S.); (S.N.); (V.A.)
| | - Volker Abetz
- Institute of Membrane Research, Helmholtz-Zentrum Hereon, Max-Planck-Str. 1, 21502 Geesthacht, Germany; (E.C.); (S.S.); (S.N.); (V.A.)
- Institute of Physical Chemistry, University of Hamburg, Martin-Luther-King-Platz 6, 20146 Hamburg, Germany
| | - Volkan Filiz
- Institute of Membrane Research, Helmholtz-Zentrum Hereon, Max-Planck-Str. 1, 21502 Geesthacht, Germany; (E.C.); (S.S.); (S.N.); (V.A.)
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19
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Pan Y, Zhu C, Fu P, Zeng W, Chen C, Xu B. Optimization of Operation Conditions for Zeolitic Imidazolate Framework/Polydimethylsiloxane Hybrid Pervaporation Membranes. Chem Eng Technol 2021. [DOI: 10.1002/ceat.202100167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2022]
Affiliation(s)
- Yong Pan
- Hubei University of Technology Hubei Provincial Key Laboratory of Green Materials for Light Industry Nanli Road, Hongshan District 430068 Wuhan China
- Hubei University of Technology Collaborative Innovation Center of Green Light Weight Materials and Processing Nanli Road, Hongshan District 430068 Wuhan China
| | - Chen Zhu
- Hubei University of Technology Hubei Provincial Key Laboratory of Green Materials for Light Industry Nanli Road, Hongshan District 430068 Wuhan China
- Hubei University of Technology Collaborative Innovation Center of Green Light Weight Materials and Processing Nanli Road, Hongshan District 430068 Wuhan China
| | - Pei Fu
- Hubei University of Technology Hubei Provincial Key Laboratory of Green Materials for Light Industry Nanli Road, Hongshan District 430068 Wuhan China
- Hubei University of Technology Collaborative Innovation Center of Green Light Weight Materials and Processing Nanli Road, Hongshan District 430068 Wuhan China
| | - Wenbin Zeng
- Hubei University of Technology Hubei Provincial Key Laboratory of Green Materials for Light Industry Nanli Road, Hongshan District 430068 Wuhan China
- Hubei University of Technology Collaborative Innovation Center of Green Light Weight Materials and Processing Nanli Road, Hongshan District 430068 Wuhan China
| | - Chi Chen
- Hubei University of Technology Hubei Provincial Key Laboratory of Green Materials for Light Industry Nanli Road, Hongshan District 430068 Wuhan China
- Hubei University of Technology Collaborative Innovation Center of Green Light Weight Materials and Processing Nanli Road, Hongshan District 430068 Wuhan China
| | - Baoming Xu
- Hubei University of Technology Hubei Provincial Key Laboratory of Green Materials for Light Industry Nanli Road, Hongshan District 430068 Wuhan China
- Hubei University of Technology Collaborative Innovation Center of Green Light Weight Materials and Processing Nanli Road, Hongshan District 430068 Wuhan China
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20
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21
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Preparation of mixed matrix membranes made up of polysulfone and MIL-53(Al) nanoparticles as promising membranes for separation of aqueous dye solutions. Sep Purif Technol 2021. [DOI: 10.1016/j.seppur.2021.119033] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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22
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23
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Gu L, Zhang Z, Yang S, Liu X, Zhang M, Gao L, Xiao G. Chitosan‐Modified Polyvinyl Alcohol Membrane High Performance in Biodiesel/Methanol Pervaporation Separation. ChemistrySelect 2021. [DOI: 10.1002/slct.202102763] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Liuyu Gu
- School of Chemistry and Chemical Engineering Southeast University 2 Dongnandaxue Rd. China
| | - Zongqi Zhang
- School of Chemistry and Chemical Engineering Southeast University 2 Dongnandaxue Rd. China
| | - Su Yang
- School of Chemistry and Chemical Engineering Southeast University 2 Dongnandaxue Rd. China
| | - Xueping Liu
- School of Chemistry and Chemical Engineering Southeast University 2 Dongnandaxue Rd. China
| | - Mengting Zhang
- School of Chemistry and Chemical Engineering Southeast University 2 Dongnandaxue Rd. China
| | - Lijing Gao
- School of Chemistry and Chemical Engineering Southeast University 2 Dongnandaxue Rd. China
| | - Guomin Xiao
- School of Chemistry and Chemical Engineering Southeast University 2 Dongnandaxue Rd. China
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24
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Pulyalina A, Goikhman M, Podeshvo I, Faykov I, Polotskaya G. Highly selective polybenzoxazinoneimide vs. its nonselective prepolymer in separation of water-ethanol mixture: Role of sorption parameters in pervaporation performance. SEP SCI TECHNOL 2021. [DOI: 10.1080/01496395.2021.1969581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Alexandra Pulyalina
- Saint Petersburg State University, Institute of Chemistry, Saint Petersburg, Russia
| | - Mikhail Goikhman
- Institute of Macromolecular Compounds, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Irina Podeshvo
- Institute of Macromolecular Compounds, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Ilya Faykov
- Saint Petersburg State University, Institute of Chemistry, Saint Petersburg, Russia
| | - Galina Polotskaya
- Saint Petersburg State University, Institute of Chemistry, Saint Petersburg, Russia
- Institute of Macromolecular Compounds, Russian Academy of Sciences, Saint Petersburg, Russia
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25
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Khan MI, Iqbal A, Siddiqi HM, Janjua NK, Butt TM. Thermally stable, solution processable and redox active new poly(amide-imide)s: synthesis and characterization. CHEMICAL PAPERS 2021. [DOI: 10.1007/s11696-020-01494-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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26
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Recent Advances of Pervaporation Separation in DMF/H 2O Solutions: A Review. MEMBRANES 2021; 11:membranes11060455. [PMID: 34203059 PMCID: PMC8234523 DOI: 10.3390/membranes11060455] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 06/10/2021] [Accepted: 06/17/2021] [Indexed: 11/23/2022]
Abstract
N,N-dimethylformamide (DMF) is a commonly-used solvent in industry and pharmaceutics for extracting acetylene and fabricating polyacrylonitrile fibers. It is also a starting material for a variety of intermediates such as esters, pyrimidines or chlordimeforms. However, after being used, DMF can be form 5–25% spent liquors (mass fraction) that are difficult to recycle with distillation. From the point of view of energy-efficiency and environment-friendliness, an emergent separation technology, pervaporation, is broadly applied in separation of azeotropic mixtures and organic–organic mixtures, dehydration of aqueous–organic mixtures and removal of trace volatile organic compounds from aqueous solutions. Since the advances in membrane technologies to separate N,N-dimethylformamide solutions have been rarely reviewed before, hence this review mainly discusses the research progress about various membranes in separating N,N-dimethylformamide aqueous solutions. The current state of available membranes in industry and academia, and their potential advantages, limitations and applications are also reviewed.
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27
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Lee JY, Zhan JY, Ang MBMY, Yeh SC, Tsai HA, Jeng RJ. Improved performance of nanocomposite polyimide membranes for pervaporation fabricated by embedding spirobisindane structure-functionalized graphene oxide. Sep Purif Technol 2021. [DOI: 10.1016/j.seppur.2021.118470] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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28
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Fang LJ, Chen JH, Wang JM, Lin WW, Lin XG, Lin QJ, He Y. Hydrophobic Two-Dimensional MoS 2 Nanosheets Embedded in a Polyether Copolymer Block Amide (PEBA) Membrane for Recovering Pyridine from a Dilute Solution. ACS OMEGA 2021; 6:2675-2685. [PMID: 33553885 PMCID: PMC7860105 DOI: 10.1021/acsomega.0c04852] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Accepted: 12/29/2020] [Indexed: 05/24/2023]
Abstract
A two-dimensional molybdenum disulfide (MoS2) nanosheet, as a new type of inorganic material with high hydrophobicity and excellent physicochemical stability, holds great application potential in the preparation of a high separation performance organic-inorganic hybrid membrane. In this work, high hydrophobic MoS2 was embedded in hydrophobic polyether copolymer block amide (PEBA) to prepare PEBA/MoS2 organic-inorganic hybrid membranes. The structure, morphology, and hydrophobicity of the hybrid membrane were characterized by scanning electron microscopy, thermogravimetric analysis, contact angle goniometry, X-ray diffraction, infrared spectroscopy analysis, and atomic force microscopy. The effect of embedding of MoS2 on the swelling degree and pervaporation separation performance of the PEBA/MoS2 hybrid membrane was studied with a 1.0 wt % pyridine dilute solution. The results indicated that with increasing the MoS2 content, the separation factor of PEBA/MoS2 increased first and then decreased, while it showed a downward trend in the permeation flux. When the MoS2 content in the PEBA/MoS2 hybrid membrane was 10.0 wt %, the permeation flux was 83.4 g m-2 h-1 (decreased by 21.5% compared with the pure PEBA membrane), and the separation factor reached a maximum value of 11.11 (increased by 37.6% compared with the pure PEBA membrane). Meanwhile, the effects of feed temperature on the pervaporation separation performance of PEBA/MoS2 hybrid membranes were also studied. In addition, as the PEBA/MoS2 hybrid membrane has excellent thermal stability, it is expected to be a promising material for recovering pyridine from wastewater.
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Affiliation(s)
- Li Jun Fang
- College of Chemistry,
Chemical Engineering and Environment, Minnan
Normal University, Zhangzhou 363000, China
| | - Jian Hua Chen
- College of Chemistry,
Chemical Engineering and Environment, Minnan
Normal University, Zhangzhou 363000, China
- Fujian
Province University Key Laboratory of Modern Analytical Science and
Separation Technology, Minnan Normal University, Zhangzhou 363000, China
| | - Jing Mei Wang
- College of Chemistry,
Chemical Engineering and Environment, Minnan
Normal University, Zhangzhou 363000, China
| | - Wei Wei Lin
- College of Chemistry,
Chemical Engineering and Environment, Minnan
Normal University, Zhangzhou 363000, China
| | - Xiao Gen Lin
- College of Chemistry,
Chemical Engineering and Environment, Minnan
Normal University, Zhangzhou 363000, China
| | - Qiao Jing Lin
- College of Chemistry,
Chemical Engineering and Environment, Minnan
Normal University, Zhangzhou 363000, China
| | - YaSan He
- College of Chemistry,
Chemical Engineering and Environment, Minnan
Normal University, Zhangzhou 363000, China
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29
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Coordinate covalent grafted ILs-modified MIL-101/PEBA membrane for pervaporation: Adsorption simulation and separation characteristics. J Memb Sci 2021. [DOI: 10.1016/j.memsci.2020.118807] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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30
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Yu X, Zhu T, Xu S, Zhang X, Yi M, Xiong S, Liu S, Shen L, Wang Y. Second interfacial polymerization of thin‐film composite hollow fibers with
amine‐
cyclodextrin
s
for pervaporation dehydration. AIChE J 2021. [DOI: 10.1002/aic.17144] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Xi Yu
- Key Laboratory of Material Chemistry for Energy Conversion and Storage Huazhong University of Science and Technology, Ministry of Education Wuhan China
- Hubei Key Laboratory of Material Chemistry and Service Failure School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology Wuhan China
| | - Tengyang Zhu
- Key Laboratory of Material Chemistry for Energy Conversion and Storage Huazhong University of Science and Technology, Ministry of Education Wuhan China
- Hubei Key Laboratory of Material Chemistry and Service Failure School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology Wuhan China
| | - Sheng Xu
- Key Laboratory of Material Chemistry for Energy Conversion and Storage Huazhong University of Science and Technology, Ministry of Education Wuhan China
- Hubei Key Laboratory of Material Chemistry and Service Failure School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology Wuhan China
| | - Xuan Zhang
- Key Laboratory of Material Chemistry for Energy Conversion and Storage Huazhong University of Science and Technology, Ministry of Education Wuhan China
- Hubei Key Laboratory of Material Chemistry and Service Failure School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology Wuhan China
| | - Ming Yi
- Key Laboratory of Material Chemistry for Energy Conversion and Storage Huazhong University of Science and Technology, Ministry of Education Wuhan China
- Hubei Key Laboratory of Material Chemistry and Service Failure School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology Wuhan China
| | - Shu Xiong
- Key Laboratory of Material Chemistry for Energy Conversion and Storage Huazhong University of Science and Technology, Ministry of Education Wuhan China
- Hubei Key Laboratory of Material Chemistry and Service Failure School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology Wuhan China
| | - Shutong Liu
- Key Laboratory of Material Chemistry for Energy Conversion and Storage Huazhong University of Science and Technology, Ministry of Education Wuhan China
- Hubei Key Laboratory of Material Chemistry and Service Failure School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology Wuhan China
| | - Liang Shen
- Key Laboratory of Material Chemistry for Energy Conversion and Storage Huazhong University of Science and Technology, Ministry of Education Wuhan China
- Hubei Key Laboratory of Material Chemistry and Service Failure School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology Wuhan China
| | - Yan Wang
- Key Laboratory of Material Chemistry for Energy Conversion and Storage Huazhong University of Science and Technology, Ministry of Education Wuhan China
- Hubei Key Laboratory of Material Chemistry and Service Failure School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology Wuhan China
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31
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Zhang Z, Wu Y, Gao L, Xiao G. Pervaporation separation of levulinic acid aqueous solution by
ZSM
‐5/
PDMS
composite membrane. J Appl Polym Sci 2021. [DOI: 10.1002/app.49611] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Zongqi Zhang
- School of Chemistry and Chemical Engineering Southeast University Nanjing China
| | - Yuanfeng Wu
- School of Chemistry and Chemical Engineering Southeast University Nanjing China
| | - Lijing Gao
- School of Chemistry and Chemical Engineering Southeast University Nanjing China
| | - Guomin Xiao
- School of Chemistry and Chemical Engineering Southeast University Nanjing China
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32
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Narzary BB, Baker BC, Yadav N, D'Elia V, Faul CFJ. Crosslinked porous polyimides: structure, properties and applications. Polym Chem 2021. [DOI: 10.1039/d1py00997d] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Porous polyimides (pPIs) represent a fascinating class of porous organic polymers (POPs). Here the properties and functions of amorphous and crystalline pPIs are reviewed, and applications contributing to solutions to global challenges highlighted.
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Affiliation(s)
| | | | - Neha Yadav
- School of Molecular Science and Engineering, VISTEC, Thailand
| | - Valerio D'Elia
- School of Molecular Science and Engineering, VISTEC, Thailand
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33
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Sapegin D, Gubanova G, Kruchinina E, Volkov AY, Popova E, Vylegzhanina M, Setnickova K, Kononova S. On the structure, morphology and transport through limitedly flexible chain sulfonated co-polyimide. POLYMER 2021. [DOI: 10.1016/j.polymer.2020.123142] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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34
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Selim A, Toth AJ, Fozer D, Süvegh K, Mizsey P. Facile Preparation of a Laponite/PVA Mixed Matrix Membrane for Efficient and Sustainable Pervaporative Dehydration of C1-C3 Alcohols. ACS OMEGA 2020; 5:32373-32385. [PMID: 33376874 PMCID: PMC7758899 DOI: 10.1021/acsomega.0c04380] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 11/18/2020] [Indexed: 06/12/2023]
Abstract
The exfoliation method was applied for the preparation of high-water selective mixed matrix membranes (MMMs), especially for the dehydration of C1-C3 alcohol-water solutions. Herein, a facile and easy method was employed to fabricate physically cross-linked Laponite nanosilicate clay-PVA MMMs without additional cross-linking by a one-step synthesis route for water dehydration from methanol, ethanol, and isopropanol aqueous solutions. The morphologies, chemical structures, thermal stabilities, and surface hydrophilicity of Laponite-PVA MMMs were investigated properly by different characterization techniques. The Laponite concentration has affected the fractional free volume of the membranes, as proven by positron annihilation lifetime spectroscopy analysis. The MMMs displayed both a significant improvement in the separation factor and remarkable enhancement in the permeation fluxes for the three alcohol systems. The influence of the operating temperature on the MMM performance was investigated for the methanol/water solution. The methanol permeability was 100-fold lower than that of the water, indicating that the membranes are more water selective. Particularly, the Laponite-PVA membrane with 5 mg/mL Laponite loading exhibits excellent separation efficiency for C1-C3 dehydration having water permeabilities higher than most other polymeric membranes from the other literature studies of 2.82, 2.08, and 1.56 mg m-1 h-1 kPa-1 for methanol, ethanol, and isopropanol/water systems, respectively. This membrane development allows a more efficient and sustainable separation of aqueous alcoholic mixtures.
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Affiliation(s)
- Asmaa Selim
- Environmental
and Process Engineering Research Group, Department of Chemical and
Environmental Process Engineering, Faculty of Chemical Technology
and Biotechnology, Budapest University of
Technology and Economics, H-1521 Budapest, P.O.B. 91, Hungary
- Chemical
Engineering Department, National Research
Centre, 33 El Buhouth
Street, 12622 Cairo, Egypt
| | - András Jozsef Toth
- Environmental
and Process Engineering Research Group, Department of Chemical and
Environmental Process Engineering, Faculty of Chemical Technology
and Biotechnology, Budapest University of
Technology and Economics, H-1521 Budapest, P.O.B. 91, Hungary
| | - Daniel Fozer
- Environmental
and Process Engineering Research Group, Department of Chemical and
Environmental Process Engineering, Faculty of Chemical Technology
and Biotechnology, Budapest University of
Technology and Economics, H-1521 Budapest, P.O.B. 91, Hungary
| | - Karoly Süvegh
- Laboratory
of Nuclear Chemistry, Eötvös
Loránd University/HAS Chemical Research Center, P.O. Box 32, H-1518, Budapest 112, Hungary
| | - Péter Mizsey
- Environmental
and Process Engineering Research Group, Department of Chemical and
Environmental Process Engineering, Faculty of Chemical Technology
and Biotechnology, Budapest University of
Technology and Economics, H-1521 Budapest, P.O.B. 91, Hungary
- Institute
of Chemistry, University of Miskolc, H-3515 Miskolc, Hungary
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35
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Selim A, Toth AJ, Fozer D, Szanyi A, Mizsey P. Pervaporative Dehydration of Methanol Using PVA/Nanoclay Mixed Matrix Membranes: Experiments and Modeling. MEMBRANES 2020; 10:membranes10120435. [PMID: 33348791 PMCID: PMC7766437 DOI: 10.3390/membranes10120435] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 12/10/2020] [Accepted: 12/14/2020] [Indexed: 11/16/2022]
Abstract
Encouraged by the industrial problem of removing water from methanol solutions, a simple exfoliation method is applied to prepare polyvinyl alcohol (PVA)/laponite nanoclay mixed matrix membranes (MMMs). The membranes are used for the pervaporative dehydration of the methanol-water solution. The influence of the nanoclay content on the pervaporation performance is investigated. The results show that the PVA10 membrane containing 10 wt% Laponite loading exhibits excellent separation efficiency; therefore, all the experimental work is continued using the same membrane. Additionally, the effects of feed concentration and temperature on methanol dehydration performance are thoroughly investigated. The temperatures are ranging from 40–70 °C and the water feed concentrations from 1–15 wt% water. A maximum separation factor of 1120 can be observed at 40 °C and the feed water concentration of 1 wt%. Remarkably, two solution–diffusion models, the Rautenbach (Model I) and modified method by Valentínyi et al. (Model II), are used and compared to evaluate and describe the pervaporation performance of the mixed matrix membrane. Model II proves to be more appropriate for the modeling of pervaporative dehydration of methanol than Model I. This work demonstrates that PVA/nanoclay mixed matrix membranes prepared can efficiently remove water from methanol aqueous solution with pervaporation and the whole process can be accurately modeled with Model II.
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Affiliation(s)
- Asmaa Selim
- Environmental and Process Engineering Research Group, Department of Chemical and Environmental Process Engineering, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, H-1521 Budapest, Hungary; (A.J.T.); (D.F.); (A.S.); (P.M.)
- Chemical Engineering Department, National Research Centre, 33 El Buhouth Street, Cairo 12622, Egypt
- Correspondence: or
| | - András Jozsef Toth
- Environmental and Process Engineering Research Group, Department of Chemical and Environmental Process Engineering, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, H-1521 Budapest, Hungary; (A.J.T.); (D.F.); (A.S.); (P.M.)
| | - Daniel Fozer
- Environmental and Process Engineering Research Group, Department of Chemical and Environmental Process Engineering, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, H-1521 Budapest, Hungary; (A.J.T.); (D.F.); (A.S.); (P.M.)
| | - Agnes Szanyi
- Environmental and Process Engineering Research Group, Department of Chemical and Environmental Process Engineering, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, H-1521 Budapest, Hungary; (A.J.T.); (D.F.); (A.S.); (P.M.)
| | - Péter Mizsey
- Environmental and Process Engineering Research Group, Department of Chemical and Environmental Process Engineering, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, H-1521 Budapest, Hungary; (A.J.T.); (D.F.); (A.S.); (P.M.)
- Institute of Chemistry, University of Miskolc, H-3513 Miskolc, Hungary
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36
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Novel solvent-resistant nanofiltration membranes using MPD co-crosslinked polyimide for efficient desalination. J Memb Sci 2020. [DOI: 10.1016/j.memsci.2020.118603] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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37
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Castro-Muñoz R, Galiano F, Figoli A. Recent advances in pervaporation hollow fiber membranes for dehydration of organics. Chem Eng Res Des 2020. [DOI: 10.1016/j.cherd.2020.09.028] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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38
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Yung-Chung Chen, Yung-Hsiang Tseng. Organosoluble Co-Polynaphthalimides Based on 1,4,5,8-Naphthalene Tetracarboxylic Dianhydride, 9,9-Bis(4-aminophenyl) Fluorene and Various Bis(ether amine)s. POLYMER SCIENCE SERIES B 2020. [DOI: 10.1134/s1560090420060020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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39
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Iyer GM, Liu L, Zhang C. Hydrocarbon separations by glassy polymer membranes. JOURNAL OF POLYMER SCIENCE 2020. [DOI: 10.1002/pol.20200128] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Gaurav M. Iyer
- Department of Chemical and Biomolecular Engineering University of Maryland College Park MD USA
| | - Lu Liu
- Department of Chemical and Biomolecular Engineering University of Maryland College Park MD USA
| | - Chen Zhang
- Department of Chemical and Biomolecular Engineering University of Maryland College Park MD USA
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40
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Li Y, Zhang M, Han E, Zhu L, Xiao M, Lei H, Niu H, Wu D. Effect of introduction of fluoromonomer copolymerization on properties of polyimide hollow fibers. HIGH PERFORM POLYM 2020. [DOI: 10.1177/0954008320943264] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The novel copolymerization polyimide (PI) hollow fibers (HFs) of 4,4′-(hexafluoroisopropylidene) diphthalic anhydride (6FDA) containing –CF3 groups were prepared and investigated through both simulation and experiment. To demonstrate the alteration attributable to the introduction of fluoromonomers, the condensed states of pyromellitic dianhydride (PMDA)/4,4′-oxybisbenzenamine (ODA), PMDA/6FDA/ODA, and 6FDA/ODA PI were constructed by Material Studio, and we simulated the mobility of molecular chain, free volume fraction, and O2/N2 dissolution–diffusion process. The molecular dynamics simulation results demonstrated that the properties of the copolymerized PI system with 6FDA were significantly improved, while the selectivity remained almost unchanged. Then, the films of copolymerized PI and HFs were prepared by the two-step method, and O2/N2 permeability of the PI copolymer films was characterized, indicating that although the gas permeation performance was greatly improved, the selectivity was not so satisfactory. However, the selection factor increased heavily after polydimethylsiloxane coating.
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Affiliation(s)
- Yinong Li
- State Key Laboratory of Chemical Resource Engineering, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, China
| | - Mengying Zhang
- Jiangsu Shino New Material and Technology Co., Ltd, Changzhou, China
| | - Enlin Han
- Jiangsu Shino New Material and Technology Co., Ltd, Changzhou, China
| | - Li Zhu
- State Key Laboratory of Chemical Resource Engineering, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, China
| | - Meifeng Xiao
- State Key Laboratory of Chemical Resource Engineering, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, China
| | - Huanyu Lei
- State Key Laboratory of Chemical Resource Engineering, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, China
| | - Hongqing Niu
- State Key Laboratory of Chemical Resource Engineering, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, China
| | - Dezhen Wu
- State Key Laboratory of Chemical Resource Engineering, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, China
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41
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Sapalidis AA, Karantzis PI, Vairis A, Nitodas SF, Barbe S, Favvas EP. A Study of the Reinforcement Effect of MWCNTs onto Polyimide Flat Sheet Membranes. Polymers (Basel) 2020; 12:E1381. [PMID: 32575517 PMCID: PMC7361696 DOI: 10.3390/polym12061381] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 06/10/2020] [Accepted: 06/16/2020] [Indexed: 11/29/2022] Open
Abstract
Polyimides rank among the most heat-resistant polymers and find application in a variety of fields, including transportation, electronics, and membrane technology. The aim of this work is to study the structural, thermal, mechanical, and gas permeation properties of polyimide based nanocomposite membranes in flat sheet configuration. For this purpose, numerous advanced techniques such as atomic force microscopy (AFM), SEM, TEM, TGA, FT-IR, tensile strength, elongation test, and gas permeability measurements were carried out. In particular, BTDA-TDI/MDI (Ρ84) co-polyimide was used as the matrix of the studied membranes, whereas multi-wall carbon nanotubes were employed as filler material at concentrations of up to 5 wt.% All studied films were prepared by the dry-cast process resulting in non-porous films of about 30-50 μm of thickness. An optimum filler concentration of 2 wt.% was estimated. At this concentration, both thermal and mechanical properties of the prepared membranes were improved, and the highest gas permeability values were also obtained. Finally, gas permeability experiments were carried out at 25, 50, and 100 °C with seven different pure gases. The results revealed that the uniform carbon nanotubes dispersion lead to enhanced gas permeation properties.
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Affiliation(s)
- Andreas A. Sapalidis
- Membranes and Materials for Environmental Separations Laboratory, Institute of Nanoscience and Nanotechnology, NCSR “Demokritos”, Ag. Paraskevi, 15341 Attica, Greece;
| | - Panagiotis I. Karantzis
- Membranes and Materials for Environmental Separations Laboratory, Institute of Nanoscience and Nanotechnology, NCSR “Demokritos”, Ag. Paraskevi, 15341 Attica, Greece;
| | - Achilles Vairis
- Department of Mechanical Engineering, Hellenic Mediterranean University, 71410 Heraklion Crete, Greece;
| | - Stephanos F. Nitodas
- Department of Materials Science and Chemical Engineering, Stony Brook University, Stony Brook, NY 11794, USA;
| | - Stéphan Barbe
- Technische Hochschule Köln, Faculty of Applied Natural Sciences, Kaiser-Wilhelm-Allee, Gebäude E39, 51373 Leverkusen, Germany;
| | - Evangelos P. Favvas
- Membranes and Materials for Environmental Separations Laboratory, Institute of Nanoscience and Nanotechnology, NCSR “Demokritos”, Ag. Paraskevi, 15341 Attica, Greece;
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42
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Characterisation of Romakon™-PM pervaporation membranes for the separation of dilute aqueous alcohol mixtures. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2020.116605] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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43
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Achari DD, Heggannavar GB, Kariduraganavar MY. Modification of highly brittle polystyrene sulfonic acid‐co‐maleic acid crosslinked sodium alginate membrane into flexible membranes by the incorporation of dibutyl phthalate as a plasticizer for pervaporation separation. J Appl Polym Sci 2020. [DOI: 10.1002/app.49431] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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44
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On the effects of water exposure of as-synthesized LTA membranes on their structural properties and dehydration performances. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2019.116493] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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45
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The in-situ synthesis of a high-flux ZIF-8/polydimethylsiloxane mixed matrix membrane for n-butanol pervaporation. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2019.116263] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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46
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Polyimide Asymmetric Membrane vs. Dense Film for Purification of MTBE Oxygenate by Pervaporation. Symmetry (Basel) 2020. [DOI: 10.3390/sym12030436] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Membrane properties are determined by their morphology, which may be symmetric (dense) or asymmetric (dense/porous). Two membrane types based on the poly[(4,4′-oxydiphenylene)pyromelliteimide] (symmetric dense and asymmetric dense/porous) were prepared for a comparative study of morphology, physical properties, and transport characteristics in the pervaporation of methanol/MTBE mixture over a wide range of concentrations including the azeotropic composition. The asymmetric membrane is a good example of improving the transport properties of the polyimide by creating structure composed of a thin dense top layer on the surface of sponge-like microporous substrate. It was found that the use of the asymmetric membrane allows increasing the total flux in separation of azeotropic mixture by 15 times as compared with the dense membrane.
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47
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Fabrication of PDMS based membranes with improved separation efficiency in hydrophobic pervaporation. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2019.116092] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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48
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High performance and thermally stable PDMS pervaporation membranes prepared using a phenyl-containing tri-functional crosslinker for n-butanol recovery. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2019.116142] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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49
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Castro-Muñoz R, González-Valdez J, Ahmad MZ. High-performance pervaporation chitosan-based membranes: new insights and perspectives. REV CHEM ENG 2020. [DOI: 10.1515/revce-2019-0051] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Abstract
Today, the need of replacing synthetic polymers in the membrane preparation for diverse pervaporation (PV) applications has been recognized collectively and scientifically. Chitosan (CS), a bio-polymer, has been studied and proposed to achieve this goal especially in specific azeotropic water-organic, organic-water, and organic-organic separations, as well as in assisting specific processes (e.g. seawater desalination and chemical reactions). Different concepts of CS-based membranes have been developed, which include material blending and composite and mixed matrix membranes which have been tested for different separations. Hereby, the goal of this review is to provide a critical overview of the ongoing CS-based membrane developments, paying a special attention to the most relevant findings and results in the field. Furthermore, future trends of CS-based membranes in PV technology are presented, as well as concluding remarks and suggested strategies for the new scientist in the field.
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Affiliation(s)
- Roberto Castro-Muñoz
- Tecnologico de Monterrey, Campus Toluca, Avenida Eduardo Monroy Cárdenas , 2000 San Antonio Buenavista , 50110 Toluca de Lerdo , Mexico
| | - José González-Valdez
- Tecnologico de Monterrey, School of Engineering and Science , Av. Eugenio Garza Sada 2501 , Monterrey, N.L. 64849 , Mexico
| | - M. Zamidi Ahmad
- Organic Materials Innovation Center (OMIC) , University of Manchester , Oxford Road , Manchester M13 9PL , UK
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50
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UiO-66-NH2 incorporated dual-layer hollow fibers made by immiscibility induced phase separation (I2PS) process for ethanol dehydration via pervaporation. J Memb Sci 2020. [DOI: 10.1016/j.memsci.2019.117571] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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