Towards the generalization of membrane structure-property relationship of polyimides and copolyimides: A group contribution study
While polymeric membranes are conventional for gas separation processes, significant improvements remain possible and thereby the search for novel polymers is still on-going. The present study provides a way to develop structure-property relationship for polyimides and copolyimides, in order to lead...
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sg-ntu-dr.10356-855382020-09-26T21:58:03Z Towards the generalization of membrane structure-property relationship of polyimides and copolyimides: A group contribution study Velioğlu, Sadiye Tantekin-Ersolmaz, S. Birgül Chew, Jia Wei School of Chemical and Biomedical Engineering Nanyang Environment and Water Research Institute Membrane-based gas separation Copolyimide While polymeric membranes are conventional for gas separation processes, significant improvements remain possible and thereby the search for novel polymers is still on-going. The present study provides a way to develop structure-property relationship for polyimides and copolyimides, in order to lead new experimental studies with respect to recommendations on tunable monomers with promising transport properties for specific applications. This method advances the group contribution study based on molar volume contributions of subunits proposed by Robeson et al. [1] for the prediction of He, H2, O2, N2, CO2 and CH4 permeability parameters and O2/N2, CO2/CH4, H2/CO2, H2/CH4, CO2/N2, and He/N2 perm-selectivities of 490 polyimide and copolyimide structures. The database is screened to identify the high-performing subunits among the 107 considered, then the defined permeability contributions and volume ratios of such subunits are used to predict the gas separation performance (i.e., selectivity and permeability) of the resulting copolyimides. Firstly, the results indicate enhanced agreement between experimental and predicted transport properties, presumably due to the division of the polymer structure into large subunits, the definition of volume quantities of subunits, the expanded database and the consideration of a specific polymer class (namely, polyimides and copolyimides). Secondly, the CO2/N2 and He/N2 gas separation properties cannot be further improved beyond the selectivity-permeability trade-off bound even with a judicious coupling of high-performing subunits, but separations of other gas pairs can exceed the existing upper bound by the incorporation of subunits with sulfone or side methyl groups, used as precursors of thermally rearranged polymers, or with spiro-centered or bridged bicyclic features. One of the key contributions of this study is the recommendation for the synthesis of the polymers represented by the predicted data points above the trade-off bounds to further enhance gas separations. MOE (Min. of Education, S’pore) EDB (Economic Devt. Board, S’pore) Accepted version 2017-09-26T07:27:46Z 2019-12-06T16:05:35Z 2017-09-26T07:27:46Z 2019-12-06T16:05:35Z 2017 2017 Journal Article Velioğlu, S., Tantekin-Ersolmaz, S. B., & Chew, J. W. (2017). Towards the generalization of membrane structure-property relationship of polyimides and copolyimides: A group contribution study. Journal of Membrane Science, 543, 233-254. 0376-7388 https://hdl.handle.net/10356/85538 http://hdl.handle.net/10220/43794 10.1016/j.memsci.2017.08.042 202436 en Journal of Membrane Science © 2017 Elsevier. This is the author created version of a work that has been peer reviewed and accepted for publication by Journal of Membrane Science, Elsevier. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.1016/j.memsci.2017.08.042]. 47 p. application/pdf |
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Membrane-based gas separation Copolyimide Velioğlu, Sadiye Tantekin-Ersolmaz, S. Birgül Chew, Jia Wei Towards the generalization of membrane structure-property relationship of polyimides and copolyimides: A group contribution study |
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While polymeric membranes are conventional for gas separation processes, significant improvements remain possible and thereby the search for novel polymers is still on-going. The present study provides a way to develop structure-property relationship for polyimides and copolyimides, in order to lead new experimental studies with respect to recommendations on tunable monomers with promising transport properties for specific applications. This method advances the group contribution study based on molar volume contributions of subunits proposed by Robeson et al. [1] for the prediction of He, H2, O2, N2, CO2 and CH4 permeability parameters and O2/N2, CO2/CH4, H2/CO2, H2/CH4, CO2/N2, and He/N2 perm-selectivities of 490 polyimide and copolyimide structures. The database is screened to identify the high-performing subunits among the 107 considered, then the defined permeability contributions and volume ratios of such subunits are used to predict the gas separation performance (i.e., selectivity and permeability) of the resulting copolyimides. Firstly, the results indicate enhanced agreement between experimental and predicted transport properties, presumably due to the division of the polymer structure into large subunits, the definition of volume quantities of subunits, the expanded database and the consideration of a specific polymer class (namely, polyimides and copolyimides). Secondly, the CO2/N2 and He/N2 gas separation properties cannot be further improved beyond the selectivity-permeability trade-off bound even with a judicious coupling of high-performing subunits, but separations of other gas pairs can exceed the existing upper bound by the incorporation of subunits with sulfone or side methyl groups, used as precursors of thermally rearranged polymers, or with spiro-centered or bridged bicyclic features. One of the key contributions of this study is the recommendation for the synthesis of the polymers represented by the predicted data points above the trade-off bounds to further enhance gas separations. |
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School of Chemical and Biomedical Engineering |
author_facet |
School of Chemical and Biomedical Engineering Velioğlu, Sadiye Tantekin-Ersolmaz, S. Birgül Chew, Jia Wei |
format |
Article |
author |
Velioğlu, Sadiye Tantekin-Ersolmaz, S. Birgül Chew, Jia Wei |
author_sort |
Velioğlu, Sadiye |
title |
Towards the generalization of membrane structure-property relationship of polyimides and copolyimides: A group contribution study |
title_short |
Towards the generalization of membrane structure-property relationship of polyimides and copolyimides: A group contribution study |
title_full |
Towards the generalization of membrane structure-property relationship of polyimides and copolyimides: A group contribution study |
title_fullStr |
Towards the generalization of membrane structure-property relationship of polyimides and copolyimides: A group contribution study |
title_full_unstemmed |
Towards the generalization of membrane structure-property relationship of polyimides and copolyimides: A group contribution study |
title_sort |
towards the generalization of membrane structure-property relationship of polyimides and copolyimides: a group contribution study |
publishDate |
2017 |
url |
https://hdl.handle.net/10356/85538 http://hdl.handle.net/10220/43794 |
_version_ |
1681056425123512320 |