1
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Gökdemir T, Gurdal Y. Noncovalent guest-host interactions unlock the potential of MOFs for anesthetic xenon recovery: GCMC and DFT insights into real anesthetic conditions. J Mol Graph Model 2025; 138:109015. [PMID: 40120378 DOI: 10.1016/j.jmgm.2025.109015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 02/07/2025] [Accepted: 03/11/2025] [Indexed: 03/25/2025]
Abstract
Innovative designs offering cost-effective and highly efficient methods for xenon (Xe) recovery are becoming important for developing sustainable applications. Recently, the use of metal-organic frameworks (MOFs) has shown promise as candidates for separating Xe from anesthetic gas mixtures, however, there are limited studies available. We conducted combined Grand Canonical Monte Carlo (GCMC) and Density Functional Theory (DFT) simulations to determine the Xe recovery capacities of 19 MOFs from the exhaled anesthetic gas mixture, Xe/CO2/O2/N2. COCMUE, GUHMIH, MAHCOQ, and PADKOK have demonstrated overall larger volumetric and gravimetric Xe uptake, demonstrating how ligand types can enhance selective Xe adsorption in MOFs. At low pressures, Xe atoms mainly adsorbed in close vicinity to the ligands, with tetrazole, phenyl, pyridyl, carboxamide, dicarboxylic acid, phenoxazine, and triazole ligands in the MOF structures acting as Xe trapping locations. Electronic structure analyses reveal that Xe-host interactions are primarily driven by charge-induced dipole and aerogen-π interactions. Our combined GCMC and DFT study shows that a relatively high amount of anesthetic Xe can be captured from real anesthetic exhale gas mixtures using MOFs with the proper chemical and geometrical characteristics. These characteristics maximize noncovalent Xe-host interactions and ultimately enable the utilization of Xe as an anesthetic gas in clinical applications.
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Affiliation(s)
- Tuğçe Gökdemir
- Department of Bioengineering, Adana Alparslan Türkeş Science and Technology University, BalcalıMah. Güney Kampüs 10 Sokak No:1U, 01250 Sarıçam/Adana, Turkiye
| | - Yeliz Gurdal
- Department of Bioengineering, Adana Alparslan Türkeş Science and Technology University, BalcalıMah. Güney Kampüs 10 Sokak No:1U, 01250 Sarıçam/Adana, Turkiye.
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2
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Dai J, Wang Z, Tian J, Chen Q, Hong M. Purification of Xe and SF 6 through Adaptive Contractions in a Flexible Metal-Organic Framework. Inorg Chem 2025; 64:7239-7249. [PMID: 40177958 DOI: 10.1021/acs.inorgchem.5c00985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2025]
Abstract
Overcoming the trade-off effects between adsorption capacity, adsorption selectivity, and adsorption enthalpy of an adsorbent is very important but remains a huge challenge. Here, we report a flexible metal-organic framework (FJI-H36); it can selectively adsorb Xe from Xe/Kr mixtures with high adsorption capacity but very low adsorption enthalpy. Structural analyses show that such excellent adsorption performances come from the adaptive contraction of the flexible framework; pore shrinkage can enhance the interactions between adsorbed Xe and the framework and offset some of the adsorption heats. For SF6/N2 mixtures, FJI-H36 can also enhance the adsorption performance of SF6 through adaptive contraction, resulting in both high adsorption selectivity and low adsorption enthalpy. This not only provides a new adsorbent for the purification of Xe/Kr/SF6 but also offers a potential solution to overcome the trade-offs among adsorption capacity, adsorption selectivity, and adsorption enthalpy of a specific adsorbent.
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Affiliation(s)
- Jia Dai
- College of Chemistry, Fuzhou University, Fuzhou 350002, P. R. China
- State Key Laboratory of Structure Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou 350002, P. R. China
| | - Zhongzhan Wang
- College of Chemistry, Fuzhou University, Fuzhou 350002, P. R. China
- State Key Laboratory of Structure Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou 350002, P. R. China
| | - Jindou Tian
- State Key Laboratory of Structure Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou 350002, P. R. China
| | - Qihui Chen
- State Key Laboratory of Structure Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou 350002, P. R. China
| | - Maochun Hong
- State Key Laboratory of Structure Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou 350002, P. R. China
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3
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Lu X, Zhang P, Pan H, Yin P, Zhang P, Yang L, Suo X, Cui X, Xing H. Ionic porous materials: from synthetic strategies to applications in gas separation and catalysis. Chem Soc Rev 2025; 54:3061-3139. [PMID: 39963797 DOI: 10.1039/d3cs01163a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2025]
Abstract
Ionic porous materials possess a unique combination of tunable pore sizes and task-specific interactions between guest molecules and the charged frameworks, which endow them with versatility across diverse domains in chemistry and materials science. Significant advancements in their applications for gas separation and catalysis have been achieved in recent years due to the incorporation of ionic functionalities and ultra-microporous structures that enable molecular-scale recognition of guest molecules. This review summarizes recent advancements in the synthetic strategies of ionic porous materials, establishing design guidelines for the incorporation of ionic moieties into the backbone to fine-tune pore sizes and chemistry. It highlights the synergistic interplay of task-specific interactions with custom-designed pore structures in key applications, including adsorption separation, membrane separation, and gas conversion. Additionally, it examines structure-property relationships, offering deeper insights into enhancing performance. The report also addresses the current challenges in the practical application of these materials. Finally, the review provides future perspectives on ionic porous materials from both scientific and industrial viewpoints. Overall, this review aims to provide insights into pore structure and chemistry, supporting the precise placement of ionic functionalities.
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Affiliation(s)
- Xiaofei Lu
- Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
- ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311215, China.
| | - Penghui Zhang
- Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
- ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311215, China.
| | - Hanqian Pan
- Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
| | - Pengyuan Yin
- Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
- ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311215, China.
| | - Peixin Zhang
- Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
- ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311215, China.
| | - Lifeng Yang
- Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
| | - Xian Suo
- Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
- ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311215, China.
| | - Xili Cui
- Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
- ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311215, China.
| | - Huabin Xing
- Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
- ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311215, China.
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4
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Wang Q, Liu S, Sheng Y, Chen Z, Min X, Zhou Y, Zhao B, Sun T. An efficient Ni-based adsorbent for selective removal of 85Kr and 14CH 4 in radioactive contaminants from nuclear process off-gas stream. JOURNAL OF HAZARDOUS MATERIALS 2025; 482:136596. [PMID: 39577278 DOI: 10.1016/j.jhazmat.2024.136596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 11/18/2024] [Accepted: 11/18/2024] [Indexed: 11/24/2024]
Abstract
Efficient adsorbents for radioactive gas treatment in nuclear energy cycle is crucial for eliminating negative environmental impacts caused by wide nuclear applications. A Ni-based MOF material called JUC-86(Ni) which is based on 1-H-benzimidazole-5-carboxylic acid (HBIC) linker was synthesized for adsorbing the 85Kr, 14CH4 from off-gas stream. It was disclosed that there is a suitable pore environment for 85Kr and 14CH4 preferred adsorption in JUC-86 and the adsorption capacity could even reach 2.79 mmol/g (85Kr) and 2.54 mmol/g (14CH4) which are almost higher than all the adsorbents. The 85Kr/N2 and 14CH4/N2 IAST selectivities of the resulting sample are satisfactory (11.63 and 9.43) and well matched with the breakthrough experiments where the breakthrough times of 85Kr and 14CH4 are much longer than N2. What's more, the adsorption heats of 85Kr and 14CH4 are less than 30 kJ/mol which indicated a stronger affinity than N2 and a low-energy regeneration. As simulation results showed that the adsorption distribution follows a-spiral-pattern which could be attributed to the N atom in the CN, this is also the dominant factor of the 85Kr and 14CH4 preferable adsorption.
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Affiliation(s)
- Qi Wang
- Marine Engineering College, State Key Laboratory of Maritime Technology and Safety, Dalian Maritime University, Dalian 116026, China
| | - Shujiang Liu
- CTBT Beijing National Data Centre and Beijing Radionuclide Laboratory, Beijing 100085, China
| | - Yuqiang Sheng
- CTBT Beijing National Data Centre and Beijing Radionuclide Laboratory, Beijing 100085, China
| | - Zhanying Chen
- CTBT Beijing National Data Centre and Beijing Radionuclide Laboratory, Beijing 100085, China.
| | - Xiubo Min
- Marine Engineering College, State Key Laboratory of Maritime Technology and Safety, Dalian Maritime University, Dalian 116026, China
| | - Yi Zhou
- Marine Engineering College, State Key Laboratory of Maritime Technology and Safety, Dalian Maritime University, Dalian 116026, China
| | - Baogang Zhao
- Marine Engineering College, State Key Laboratory of Maritime Technology and Safety, Dalian Maritime University, Dalian 116026, China
| | - Tianjun Sun
- Marine Engineering College, State Key Laboratory of Maritime Technology and Safety, Dalian Maritime University, Dalian 116026, China.
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5
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Zhang W, Qu M, Du A, Sun Q. Electric-Field Controlled Switchable and Efficient Separation of Radioactive Xe/Kr on Borophene: A Theoretical Study. Chemphyschem 2025; 26:e202400720. [PMID: 39401947 DOI: 10.1002/cphc.202400720] [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: 07/13/2024] [Revised: 09/21/2024] [Accepted: 10/11/2024] [Indexed: 11/19/2024]
Abstract
The efficient and reversible separation of radioactive Xe/Kr during spent fuel reprocessing is important and challenging for the rapid development of nuclear energy. In this study, we firstly report a strategy of applying an electric field on the solid adsorbent borophene to realize efficient and switchable Xe/Kr separation via a density functional theory (DFT) investigation. Based on the calculational results, the adsorption energies for Xe and Kr on borophene without an electric field are -0.25 eV and -0.18 eV, respectively, indicating that Xe and Kr can only form weak adsorption on borophene. However, by applying an electric field (0.006 a.u.) to the systems, the adsorption energies for Xe and Kr on borophene are -0.98 eV and -0.47 eV, respectively, which shows that the interaction between Xe and borophene has increased dramatically compared with that of Kr, so Xe can be separated from radioactive Xe/Kr mixtures. What's more, when the electric field is removed, desorption of Xe from the surface of borophene is exothermic without an energy barrier. The adsorbent is recyclable. In summary, this theoretical study provides novel information for experimental researches, the highly efficient Xe/Kr separation can be controlled by turning on/off the applied electric field.
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Affiliation(s)
- Wenxi Zhang
- State Key Laboratory of Radiation Medicine and Protection, Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, School for Radiological and Interdisciplinary Sciences, Soochow University, Suzhou, 215123, China
| | - Mengnan Qu
- State Key Laboratory of Radiation Medicine and Protection, Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, School for Radiological and Interdisciplinary Sciences, Soochow University, Suzhou, 215123, China
- Key Laboratory of Environmental Related Diseases and One Health, Xianning Medical College, Hubei University of Science and Technology, Xianning, 437000, China
| | - Aijun Du
- School of Chemistry, Physics and Mechanical Engineering, Queensland University of Technology, Brisbane, QLD 4001, Australia
| | - Qiao Sun
- State Key Laboratory of Radiation Medicine and Protection, Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, School for Radiological and Interdisciplinary Sciences, Soochow University, Suzhou, 215123, China
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6
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Zhou Z, Xia W, Liu Y, Shi W, Gao Y, Zhang Z, Yang Q, Ren Q, Bao Z. Ultramicroporous Metal-Organic Framework Featuring Multiple Polar Sites for Efficient Xenon Capture and Xe/Kr Separation. ACS APPLIED MATERIALS & INTERFACES 2024. [PMID: 39565641 DOI: 10.1021/acsami.4c15522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2024]
Abstract
Efficient adsorption separation of xenon/krypton (Xe/Kr) mixtures is an important technological challenge due to their similar sizes and shapes. Herein, we report an ultramicroporous metal-organic framework (MOF), ZJU-Bao-302a, with pore sizes close to the kinetic diameter of Xe and pore surfaces lined with a high density of polar sites, including methyl groups, amines, and uncoordinated oxygen atoms. The synergistic effect of these polar sites enables ZJU-Bao-302a to exhibit a high Xe uptake of 2.77 mmol g-1 and a balanced Xe/Kr selectivity of 14.6 under ambient conditions. Dynamic breakthrough experiments demonstrate the material's capability to efficiently separate Xe/Kr mixtures (20/80) as well as capture Xe at ultralow concentrations (400 ppmv) from nuclear reprocessing exhausts, achieving a superior dynamic Xe capacity of 24.2 mmol kg-1. Density functional theory calculations reveal that the localized polar groups/atoms in ZJU-Bao-302a provide more effective recognition sites for Xe than Kr, enhancing the thermodynamic selectivity. This study highlights the importance of integrating tailored pore sizes and dense polar sites in metal-organic frameworks for developing high-performance Xe/Kr separation adsorbents.
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Affiliation(s)
- Zhijie Zhou
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, 310058 Hangzhou, P. R. China
- Institute of Zhejiang University-Quzhou, 324000 Quzhou, P. R. China
| | - Wei Xia
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, 310058 Hangzhou, P. R. China
- Institute of Zhejiang University-Quzhou, 324000 Quzhou, P. R. China
| | - Yizhou Liu
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, 310058 Hangzhou, P. R. China
- Institute of Zhejiang University-Quzhou, 324000 Quzhou, P. R. China
| | - Wenbo Shi
- Institute of Zhejiang University-Quzhou, 324000 Quzhou, P. R. China
| | - Yanting Gao
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, 310058 Hangzhou, P. R. China
- Institute of Zhejiang University-Quzhou, 324000 Quzhou, P. R. China
| | - Zhiguo Zhang
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, 310058 Hangzhou, P. R. China
- Institute of Zhejiang University-Quzhou, 324000 Quzhou, P. R. China
| | - Qiwei Yang
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, 310058 Hangzhou, P. R. China
- Institute of Zhejiang University-Quzhou, 324000 Quzhou, P. R. China
| | - Qilong Ren
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, 310058 Hangzhou, P. R. China
- Institute of Zhejiang University-Quzhou, 324000 Quzhou, P. R. China
| | - Zongbi Bao
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, 310058 Hangzhou, P. R. China
- Institute of Zhejiang University-Quzhou, 324000 Quzhou, P. R. China
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7
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He M, Zhu X, Chen Z, Wang C, Mi L, Shang Y, Zheng J, Xiang C, Song H, Liu X. Epitaxial Growth of Multicolor Lanthanide MOFs by Ultrasound for Photonic Barcodes. ACS APPLIED MATERIALS & INTERFACES 2024; 16:60884-60889. [PMID: 39455411 DOI: 10.1021/acsami.4c16625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2024]
Abstract
Epitaxially grown lanthanide metal-organic frameworks (Ln MOFs) exhibit multicolor and characteristic Ln emission with sharp emission bands, which are of great value in the field of information security and anti-counterfeiting. Epitaxial growth of Ln MOFs is generally achieved by solvothermal or hydrothermal methods, which suffer from challenges such as high reaction temperature and long growth time. Here, we report the fast epitaxial growth of multicolor lanthanide MOFs by an ultrasonic method at room temperature. The TbSmSQ shows a core-shell type structure with the Tb ion in the core and Sm in the shell within one crystal and exhibits the characteristic emission lines of Tb and Sm, respectively. The nonporous structure and large distance between lanthanide ions effectively avoid the influence of solvent vapor on the intensity and color of luminescence emission. Its application as photonic barcodes has been studied. This work demonstrates the feasibility of epitaxial growth of multicolor Ln MOFs by the ultrasonic method and its value for anti-counterfeiting and information security applications.
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Affiliation(s)
- Meng He
- College of New Energy, Xi'an Shiyou University, 710065 Xi'an, China
| | - Xin Zhu
- College of New Energy, Xi'an Shiyou University, 710065 Xi'an, China
| | - Zhi Chen
- College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518071, China
| | - Channa Wang
- State Key Laboratory for Mechanical Behaviour of Materials, Xi'an Jiaotong University, 710049 Xi'an, China
| | - Lijie Mi
- State Key Laboratory for Mechanical Behaviour of Materials, Xi'an Jiaotong University, 710049 Xi'an, China
| | - Yu Shang
- College of New Energy, Xi'an Shiyou University, 710065 Xi'an, China
| | - Jialu Zheng
- School of Materials Science and Engineering, Xi'an Shiyou University, Xi'an 710065, China
| | - Changsheng Xiang
- State Key Laboratory for Mechanical Behaviour of Materials, Xi'an Jiaotong University, 710049 Xi'an, China
| | - Haiyang Song
- College of New Energy, Xi'an Shiyou University, 710065 Xi'an, China
| | - Xue Liu
- State Key Laboratory for Mechanical Behaviour of Materials, Xi'an Jiaotong University, 710049 Xi'an, China
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8
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Zhu X, Ke T, Han P, Zhang Z, Bao Z, Yang Y, Ren Q, Yang Q. Pore Chemistry and Architecture Control in Anionic Functional Ultramicroporous Materials for Record Dense Packing of Xenon. J Am Chem Soc 2024; 146:24956-24965. [PMID: 39102644 DOI: 10.1021/jacs.4c06354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/07/2024]
Abstract
Adsorptive separation of Xe and Kr is an industrially promising but challenging process because of their identical shape and similar physicochemical properties. Herein, we demonstrate a strategy through rationally designing the linkers of anionic functional ultramicroporous materials (FUMs) to finely regulate the pore chemistry and architecture, which creates unique stepped channels incorporating dense polar nanotraps to generate a larger effective pore space and enables dense packing of Xe. A new hydrolytically stable FUM (ZUL-530) was prepared, which for the first time achieves a Xe packing density exceeding the liquid Xe density at atmospheric conditions in metal-organic frameworks (MOFs) (based on experimental data), resulting in both excellent Xe uptake (2.55 mmol g-1 at 0.2 bar) and high IAST selectivity (20.5). GCMC and DFT-D calculations reveal the essential role of the stepped traps in the dense packing of Xe. Breakthrough experiments demonstrate remarkable productivities of both high-purity Kr (6.70 mmol g-1) and Xe (1.78 mmol g-1) for the Xe/Kr (20:80) mixture. In a model nuclear industry exhaust gas, ZUL-530 exhibits a top-class Xe dynamic capacity (28.8 mmol kg-1) for trace Xe, which proves it is one of the best candidates for Xe/Kr separation.
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Affiliation(s)
- Xiaoqian Zhu
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
| | - Tian Ke
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
| | - Pei Han
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
| | - Zhiguo Zhang
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
- Institute of Zhejiang University-Quzhou, Quzhou 324000 Zhejiang, China
| | - Zongbi Bao
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
- Institute of Zhejiang University-Quzhou, Quzhou 324000 Zhejiang, China
| | - Yiwen Yang
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
- Institute of Zhejiang University-Quzhou, Quzhou 324000 Zhejiang, China
| | - Qilong Ren
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
- Institute of Zhejiang University-Quzhou, Quzhou 324000 Zhejiang, China
| | - Qiwei Yang
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
- Institute of Zhejiang University-Quzhou, Quzhou 324000 Zhejiang, China
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9
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Liu X, Li Y, Chen Z, Yang H, Cai Y, Wang S, Chen J, Hu B, Huang Q, Shen C, Wang X. Advanced porous nanomaterials as superior adsorbents for environmental pollutants removal from aqueous solutions. CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY 2023; 53:1289-1309. [DOI: doi.org/10.1080/10643389.2023.2168473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/25/2023]
Affiliation(s)
- Xiaolu Liu
- School of Life Science, Shaoxing University, Shaoxing, P.R. China
- College of Environmental Science and Technology, North China Electric Power University, Beijing, P.R. China
| | - Yang Li
- College of Environmental Science and Technology, North China Electric Power University, Beijing, P.R. China
| | - Zhongshan Chen
- College of Environmental Science and Technology, North China Electric Power University, Beijing, P.R. China
| | - Hui Yang
- College of Environmental Science and Technology, North China Electric Power University, Beijing, P.R. China
| | - Yawen Cai
- School of Life Science, Shaoxing University, Shaoxing, P.R. China
| | - Suhua Wang
- School of Environmental Science and Engineering, Guangdong University of Petrochemical Technology, Maoming, P.R. China
| | - Jianrong Chen
- College of Geography and Environmental Science, Zhejiang Normal University, Jinhua, P.R. China
| | - Baowei Hu
- School of Life Science, Shaoxing University, Shaoxing, P.R. China
| | - Qifei Huang
- State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing, China
| | - Chi Shen
- School of Life Science, Shaoxing University, Shaoxing, P.R. China
| | - Xiangke Wang
- School of Life Science, Shaoxing University, Shaoxing, P.R. China
- College of Environmental Science and Technology, North China Electric Power University, Beijing, P.R. China
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10
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Hao M, Liu Y, Wu W, Wang S, Yang X, Chen Z, Tang Z, Huang Q, Wang S, Yang H, Wang X. Advanced porous adsorbents for radionuclides elimination. ENERGYCHEM 2023; 5:100101. [DOI: doi.org/10.1016/j.enchem.2023.100101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/25/2023]
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11
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Nickel-based metal–organic framework for efficient capture of CF4 with a high CF4/N2 selectivity. Sep Purif Technol 2023. [DOI: 10.1016/j.seppur.2022.122617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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12
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Ren J, Wang S, Bi K, Cheng M, Liu C, Zhou L, Xue X, Ji X. Machine Learning-Enabled Framework for High-Throughput Screening of MOFs: Application in Radon/Indoor Air Separation. ACS APPLIED MATERIALS & INTERFACES 2023; 15:1305-1316. [PMID: 36575576 DOI: 10.1021/acsami.2c19207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Radon and its progeny may cause severe health hazards, especially for people working in underground spaces. Therefore, in this study, a hybrid artificial intelligence machine learning-enabled framework is proposed for high-throughput screening of metal-organic frameworks (MOFs) as adsorbents for radon separation from indoor air. MOFs from a specific database were initially screened using a pore-limiting diameter filter. Subsequently, random forest classification and grand canonical Monte Carlo simulations were implemented to identify MOFs with a high adsorbent performance score (APS) and high regenerability (R %). Interpretability and trustworthiness were determined by variable importance analysis , and adsorption mechanisms were elucidated by calculating the adsorption sites using Materials Studio. Notably, two MOF candidates were discovered with higher APS values in both the radon/N2 and radon/O2 systems compared with that of ZrSQU which is the best-performing MOF thus far, with R % values exceeding 85%. Furthermore, the proposed framework can be flexibly applied to multiple data sets due to good performance in model transfer. Therefore, the proposed framework has the potential to provide guidelines for the strategic design of MOFs for radon separation.
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Affiliation(s)
- Junyu Ren
- School of Chemical Engineering, Sichuan University, Sichuan610065, China
| | - Shihui Wang
- School of Chemical Engineering, Sichuan University, Sichuan610065, China
| | - Kexin Bi
- School of Chemical Engineering, Sichuan University, Sichuan610065, China
- Department of Bioprocess Engineering, Institute of Biotechnology, Technische Universität Berlin, Berlin10623, Germany
| | - Min Cheng
- School of Chemical Engineering, Sichuan University, Sichuan610065, China
| | - Chong Liu
- School of Chemical Engineering, Sichuan University, Sichuan610065, China
| | - Li Zhou
- School of Chemical Engineering, Sichuan University, Sichuan610065, China
| | - Xiaoyu Xue
- School of Chemical Engineering, Sichuan University, Sichuan610065, China
| | - Xu Ji
- School of Chemical Engineering, Sichuan University, Sichuan610065, China
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Covalent organic frameworks (COF) materials for selective radionuclides removal from water. J Radioanal Nucl Chem 2023. [DOI: 10.1007/s10967-022-08710-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Wang S, Li Y, Liu Q, Wang J, Zhao Y, Cai Y, Li H, Chen Z. fvPhoto-/electro-/piezo-catalytic elimination of environmental pollutants. J Photochem Photobiol A Chem 2022. [DOI: 10.1016/j.jphotochem.2022.114435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Prediction of adsorption isotherms of C3H6/C3H8 on hierarchical porous HP–Cu–BTC. J INDIAN CHEM SOC 2022. [DOI: 10.1016/j.jics.2022.100657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Hu D, Zhang J, Liu M. Recent advances in the applications of porous organic cages. Chem Commun (Camb) 2022; 58:11333-11346. [DOI: 10.1039/d2cc03692d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Porous organic cages (POCs) have emerged as a new sub-class of porous materials that stand out by virtue of their tunability, modularity, and processibility. Similar to other porous materials such...
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