Gas adsorption and framework flexibility of CALF-20 explored via experiments and simulations

被引:43
作者
Oktavian, Rama [1 ]
Goeminne, Ruben [2 ]
Glasby, Lawson T. [1 ]
Song, Ping [3 ]
Huynh, Racheal [3 ]
Qazvini, Omid Taheri [3 ]
Ghaffari-Nik, Omid [3 ]
Masoumifard, Nima [3 ]
Cordiner, Joan L. [1 ]
Hovington, Pierre [3 ]
Van Speybroeck, Veronique [2 ]
Moghadam, Peyman Z. [4 ]
机构
[1] Univ Sheffield, Dept Chem & Biol Engn, Sheffield S1 3JD, England
[2] Univ Ghent, Ctr Mol Modeling CMM, Technol Pk 46, B-9052 Zwijnaarde, Belgium
[3] Svante Inc, 8800 Glenlyon Pkwy, Burnaby, BC V5J 5K3, Canada
[4] UCL, Dept Chem Engn, London WC1E 7JE, England
基金
英国工程与自然科学研究理事会;
关键词
METAL-ORGANIC FRAMEWORKS; CARBON-DIOXIDE; CO2; CAPTURE; BINDING; DESIGN; FIELD; MOF;
D O I
10.1038/s41467-024-48136-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In 2021, Svante, in collaboration with BASF, reported successful scale up of CALF-20 production, a stable MOF with high capacity for post-combustion CO2 capture which exhibits remarkable stability towards water. CALF-20's success story in the MOF commercialisation space provides new thinking about appropriate structural and adsorptive metrics important for CO2 capture. Here, we combine atomistic-level simulations with experiments to study adsorptive properties of CALF-20 and shed light on its flexible crystal structure. We compare measured and predicted CO2 and water adsorption isotherms and explain the role of water-framework interactions and hydrogen bonding networks in CALF-20's hydrophobic behaviour. Furthermore, regular and enhanced sampling molecular dynamics simulations are performed with both density-functional theory (DFT) and machine learning potentials (MLPs) trained to DFT energies and forces. From these simulations, the effects of adsorption-induced flexibility in CALF-20 are uncovered. We envisage this work would encourage development of other MOF materials useful for CO2 capture applications in humid conditions. CALF-20 is a water stable structure capable of selectively separating CO2 from flue gas. Here authors use a close feedback loop between theory and experiments to understand CO2/water adsorption and framework flexibility of CALF-20.
引用
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页数:10
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共 47 条
[1]   E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials [J].
Batzner, Simon ;
Musaelian, Albert ;
Sun, Lixin ;
Geiger, Mario ;
Mailoa, Jonathan P. ;
Kornbluth, Mordechai ;
Molinari, Nicola ;
Smidt, Tess E. ;
Kozinsky, Boris .
NATURE COMMUNICATIONS, 2022, 13 (01)
[2]   A promising metal-organic framework (MOF), MIL-96(Al), for CO2 separation under humid conditions [J].
Benoit, Virginie ;
Chanut, Nicolas ;
Pillai, Renjith S. ;
Benzaqui, Marvin ;
Beurroies, Isabelle ;
Devautour-Vinot, Sabine ;
Serre, Christian ;
Steunou, Nathalie ;
Maurin, Guillaume ;
Llewellyn, Philip L. .
JOURNAL OF MATERIALS CHEMISTRY A, 2018, 6 (05) :2081-2090
[3]   Applied Topological Analysis of Crystal Structures with the Program Package ToposPro [J].
Blatov, Vladislav A. ;
Shevchenko, Alexander P. ;
Proserpio, Davide M. .
CRYSTAL GROWTH & DESIGN, 2014, 14 (07) :3576-3586
[4]   Promoting transparency and reproducibility in enhanced molecular simulations [J].
Bonomi, Massimiliano ;
Bussi, Giovanni ;
Camilloni, Carlo ;
Tribello, Gareth A. ;
Banas, Pavel ;
Barducci, Alessandro ;
Bernetti, Mattia ;
Bolhuis, Peter G. ;
Bottaro, Sandro ;
Branduardi, Davide ;
Capelli, Riccardo ;
Carloni, Paolo ;
Ceriotti, Michele ;
Cesari, Andrea ;
Chen, Haochuan ;
Chen, Wei ;
Colizzi, Francesco ;
De, Sandip ;
De La Pierre, Marco ;
Donadio, Davide ;
Drobot, Viktor ;
Ensing, Bernd ;
Ferguson, Andrew L. ;
Filizola, Marta ;
Fraser, James S. ;
Fu, Haohao ;
Gasparotto, Piero ;
Gervasio, Francesco Luigi ;
Giberti, Federico ;
Gil-Ley, Alejandro ;
Giorgino, Toni ;
Heller, Gabriella T. ;
Hocky, Glen M. ;
Iannuzzi, Marcella ;
Invernizzi, Michele ;
Jelfs, Kim E. ;
Jussupow, Alexander ;
Kirilin, Evgeny ;
Laio, Alessandro ;
Limongelli, Vittorio ;
Lindorff-Larsen, Kresten ;
Lohr, Thomas ;
Marinelli, Fabrizio ;
Martin-Samos, Layla ;
Masetti, Matteo ;
Meyer, Ralf ;
Michaelides, Angelos ;
Molteni, Carla ;
Morishita, Tetsuya ;
Nava, Marco .
NATURE METHODS, 2019, 16 (08) :670-673
[5]   Data-driven design of metal-organic frameworks for wet flue gas CO2 capture [J].
Boyd, Peter G. ;
Chidambaram, Arunraj ;
Garcia-Diez, Enrique ;
Ireland, Christopher P. ;
Daff, Thomas D. ;
Bounds, Richard ;
Gladysiak, Andrzej ;
Schouwink, Pascal ;
Moosavi, Seyed Mohamad ;
Maroto-Valer, M. Mercedes ;
Reimer, Jeffrey A. ;
Navarro, Jorge A. R. ;
Woo, Tom K. ;
Garcia, Susana ;
Stylianou, Kyriakos C. ;
Smit, Berend .
NATURE, 2019, 576 (7786) :253-+
[6]   Electrostatic Potential Derived Atomic Charges for Periodic Systems Using a Modified Error Functional [J].
Campana, Carlos ;
Mussard, Bastien ;
Woo, Tom K. .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2009, 5 (10) :2866-2878
[7]   Humidity-Responsive Polymorphism in CALF-20: A Resilient MOF Physisorbent for CO2 Capture [J].
Chen, Zhihengyu ;
Ho, Ching-Hwa ;
Wang, Xiaoliang ;
Vornholt, Simon M. ;
Rayder, Thomas M. ;
Islamoglu, Timur ;
Farha, Omar K. ;
Paesani, Francesco ;
Chapman, Karena W. .
ACS MATERIALS LETTERS, 2023, 5 (11) :2942-2947
[8]   The state of the field: from inception to commercialization of metal-organic frameworks [J].
Chen, Zhijie ;
Wasson, Megan C. ;
Drout, Riki J. ;
Robison, Lee ;
Idrees, Karam B. ;
Knapp, Julia G. ;
Son, Florencia A. ;
Zhang, Xuan ;
Hierse, Wolfgang ;
Kuehn, Clemens ;
Marx, Stefan ;
Hernandez, Benjamin ;
Farha, Omar K. .
FARADAY DISCUSSIONS, 2021, 225 (00) :9-69
[9]   In silico discovery of metal-organic frameworks for precombustion CO2 capture using a genetic algorithm [J].
Chung, Yongchul G. ;
Gomez-Gualdron, Diego A. ;
Li, Peng ;
Leperi, Karson T. ;
Deria, Pravas ;
Zhang, Hongda ;
Vermeulen, Nicolaas A. ;
Stoddart, J. Fraser ;
You, Fengqi ;
Hupp, Joseph T. ;
Farha, Omar K. ;
Snurr, Randall Q. .
SCIENCE ADVANCES, 2016, 2 (10)
[10]   Industrial applications of metal-organic frameworks [J].
Czaja, Alexander U. ;
Trukhan, Natalia ;
Mueller, Ulrich .
CHEMICAL SOCIETY REVIEWS, 2009, 38 (05) :1284-1293