Abstract
Over the years, the production of carbon dioxide (CO2) has been on the rise owing to industrialization, and globalization. The presence of excess CO2 in the atmosphere has been causing a lot of problems lately; the major one being global warming due to its severe impact on the ozone layer. In the last few decades, the main problem bogging scientists and environmentalists is how to capture and store excessive CO2 and stop it from entering the carbon cycle. Further, since CO2 is made of essential elements like carbon and oxygen, it would be highly economical and environment-friendly, if somehow this could be converted to some other form that could be used as a fuel. The tricky part is to capture CO2 gas and for that, various methods have been employed, adsorption being quite efficient and inexpensive among them. There are many adsorbents in use for capturing CO2, but metal–organic frameworks (MOFs) have piqued the interest of scientists owing to their valuable properties like high surface area, resilience to water and chemicals, economic viability, and environment-friendliness. MOFs have also been used as a catalyst to reduce CO2 into other energy-rich compounds. To understand the mechanism of action of MOF for CO2 adsorption, molecular modeling and simulation techniques have been in use. One major advantage of MOFs is that it has organic ligands connecting metal ions, wherein functionalities of the organic groups can be changed to increase its catalytic and adsorption power. Such a feature of changing metal ions and organic functionalities to develop better MOFs can easily be studied by using computational methods along with experiments. This chapter addresses various computational techniques used to study MOFs which could not only capture CO2 but reduce them to form valuable energy-rich substances.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
Abbreviations
- MOFs:
-
Metal–Organic Frameworks
- Ppm:
-
Parts per million
- CCS:
-
CO2 Capture and Storage
- BDC:
-
1,4-Benzenedicarboxylate
- BTT:
-
1,2,5-Benzenetristetrazolate
- BPZ:
-
Bipyrazole
- BTP:
-
Benzenetripyrazolate
- MIL:
-
Matérial Institut Lavoisier
- DFT:
-
Density Functional Theory
- PDFT:
-
Periodic Density Functional Theory
- MD:
-
Molecular Dynamics
- GCMC:
-
Grand Canonical Monte Carlo
- OX:
-
Oxalate
- HATZ:
-
3-Amino-1,2,4- triazole
- PCN:
-
Porous Coordination Network
- TZC:
-
Tetrazole-5-carboxylate
- DPP:
-
1,3-Di(4-pyridyl) propane
- NJU-Bai3:
-
Nan**g University Bai group
- BTB:
-
1, 3, 5—Tris (4-carboxyphenyl)benzene
- TATB:
-
4,4′,4″-S-Triazine-2,4,6-triyl-tribenzoic acid
- NH2-BDC:
-
2-Aminoterephthalic acid
- dpNDI:
-
N,N′-di(4-pyridyl)-1,4,5,8-naphthalenediimide
- BPDA:
-
N,N′-bis(4-pyridinyl)-1,4-benzenedicarboxamide
- DMA:
-
N,N-di-methylacetamide
- TEPA:
-
Tetraethylenepentamine
- DOPDC:
-
4,4′-Dioxidobiphenyl-3,3′-dicarboxylate
- H2SBPDC:
-
2,2′-Sulfone-4,4′-biphenyldicarboxylate
- BTC:
-
1,3,5-Benzenetricarboxylate
- TZPA:
-
5-(4-(Tetrazol-5-yl)phenyl)isophthalate
- BTDC:
-
2,2′-Bithiophene-5,5′-dicarboxylate)
- BFDC:
-
2,2′-Bifuran-5,5′-dicarboxylate
- FDCA:
-
9-Fluorenone-2,7-dicarboxylate
- DTDAO:
-
Dibenzo[b,d]thiophene-3,7-dicarboxylate 5,5-dioxide
- DOBDC:
-
2,5-Dioxido-1,4-benzenedicarboxylate
- H2CBPTZ:
-
3-(4-Carboxylbenzene)-5-(2-pyrazinyl)-1H-1,2,4-triazole
- TDM:
-
Tetrakis[(3,5-dicarboxyphenyl)oxamethyl]methane
- BTTA:
-
2,5-Di(1H-1,2,4-triazol-1-yl)terephthalate
- DABCO:
-
1,4-Diazabicyclo[2.2.2]octane
- MTV-MOFs:
-
Multivariate metal–organic frameworks
- NH2-BDC:
-
2-Aminobenzenedicarboxylic acid
- BPHZ:
-
1,2-Bis(4-[pirydyl-methylene)hydrazine
- NDPA:
-
5,5′-(Naphthalene-2,7-diyl)diisophthalate
- H2BDIM:
-
1,5-Dihydrobenzo[1,2-d:4,5-d′]diimidazole
- CoRE-MOFs:
-
Computation-ready, Experimental MOFs
- ML:
-
Machine Learning
- ANNs:
-
Artificial neural networks
- EMD:
-
Equilibrium molecular dynamics
- GGA:
-
Generalized Gradient Approximation
- QM/MM:
-
Quantum Mechanics/Molecular Mechanics
- UFF:
-
Universal Force Field
- MMSV:
-
Morse–Morse–spline–van der Waals
- HF:
-
Hartree-Fock
- GMC:
-
Gibbs Ensemble Monte Carlo
- DPDS:
-
4,4′-Dipyridyldisulfide
- IRMOFs:
-
Isoreticular metal–organic frameworks
- STP:
-
Standard Temperature And Pressure
- ZIFs:
-
Zeolitic Imidazolate Frameworks
- CBMC:
-
Configurational-Bias Monte Carlo
- ABDC:
-
2-Amino-1,4-benzenedicarboxylic acid
- H2Me2BPZ:
-
3,3′-Dimethyl-1H,1′H-4,4′-bipyrazole
- DHBDC:
-
2,5-Dihydroxybenzenedicarboxylate
- BPTC:
-
3,3′,5,5′-Biphenyltetracarboxylate
- CCs:
-
Cyclic carbonates
- DMA:
-
Dimethylamine
- NH3-TPD:
-
Temperature-programmed Desorption
- TBAB:
-
Tetra-butylammonium bromide
- HOMO:
-
Highest Occupied Molecular Orbital
- LUMO:
-
Lowest Unoccupied Molecular Orbital
- BPY:
-
4,4′-Bipyridine
- NPs:
-
Nanoparticles
- POM:
-
Polyoxometalate
- M-PMOF:
-
Polyoxometalate-Metalloporphyrin Organic Frameworks
- H2BBTA:
-
1H,5H-benzo(1,2-d:4,5-d′)bistriazole
- PAN:
-
Polyacrylonitrile
- OD Cu/C:
-
Oxide-derived Cu/carbon
- TPSS:
-
Tao-Perdew-Staroverov-Scuseria
- ATA:
-
2-Aminoterephthalic acid
- PHEN:
-
1,10 Phenanthroline
- CPTPY:
-
Bis(4′-(4-carboxyphenyl)-terpyridine
References
Abdelkader-Fernández VK, Fernandes DM, Freire C (2020) Carbon-based electrocatalysts for CO2 electroreduction produced via MOF, biomass, and other precursors carbonization: a review. J CO2 Util 42:101350
Abimanyu H, Kim CS, Ahn BS, Yoo KS (2007) Synthesis of dimethyl carbonate by transesterification with various MgO-CeO2 mixed oxide catalysts. Catal Lett 118(1–2):30–35
Albanese E, Civalleri B, Ferrabone M, Bonino F, Galli S, Maspero A, Pettinari C (2012) Theoretical and experimental characterization of pyrazolato-based Ni(II) metal-organic frameworks. J Mater Chem 22(42):22592–22602
Alkhatib II, Garlisi C, Pagliaro M, Al-Ali K, Palmisano G (2020) Metal-organic frameworks for photocatalytic CO2 reduction under visible radiation: a review of strategies and applications. Catal Today 340:209–224
Alsmail NH, Suyetin M, Yan Y, Cabot R, Krap CP, Lü J, Easun TL, Bichoutskaia E, Lewis W, Blake AJ, Schröder M (2014) Analysis of high and selective uptake of CO2 in an oxamide-containing {Cu2(OOCR)4}-based metal-organic framework. Chem Eur J 20(24):7317–7324
Anderson TR, Hawkins E, Jones PD (2016) CO2, the greenhouse effect and global warming: from the pioneering work of Arrhenius and Callendar to today’s Earth system models. Endeavour 40(3):178–187
Andirova D, Cogswell CF, Lei Y, Choi S (2016) Effect of the structural constituents of metal organic frameworks on carbon dioxide capture. Micropor Mesopor Mat 219:276–305
Baima J, Macchieraldo R, Pettinari C, Casassa S (2015) Ab initio investigation of the affinity of novel bipyrazolate-based MOFs towards H2 and CO2. CrystEngComm 17(2):448–455
Balbuena PB, Yu J (2015) How impurities affect CO2 capture in metal-organic frameworks modified with different functional groups. ACS Sustain Chem Eng 3(1):117–124
Bernini MC, García Blanco AA, Villarroel-Rocha J, Fairen-Jimenez D, Sapag K, Ramirez-Pastor AJ, Narda GE (2015) Tuning the target composition of amine-grafted CPO-27-Mg for capture of CO2 under post-combustion and air filtering conditions: a combined experimental and computational study. Dalton Trans 44(43):18970–18982
Borboudakis G, Stergiannakos T, Frysali M, Klontzas E, Tsamardinos I, Froudakis GE (2017) Chemically intuited, large-scale screening of MOFs by machine learning techniques. Npj Computat Mater 3(1):40
Burns TD, Pai KN, Subraveti SG, Collins SP, Krykunov M, Rajendran A, Woo TK (2020) Prediction of MOF performance in vacuum swing adsorption systems for postcombustion CO2 capture based on integrated molecular simulations, process optimizations, and machine learning models. Environ Sci Technol 54(7):4536–4544
Cazorla C (2015) The role of density functional theory methods in the prediction of nanostructured gas-adsorbent materials. Coord Chem Rev 300:142–163
Chavan S, Vitillo JG, Gianolio D, Zavorotynska O, Civalleri B, Jakobsen S, Nilsen MH, Valenzano L, Lamberti C, Lillerud KP, Bordiga S (2012) H2 storage in isostructural UiO-67 and UiO-66 MOFs. Phys Chem Chem Phys 14:1614–1626
Chen L, Morrison CA, Düren T (2012) Improving predictions of gas adsorption in metal-organic frameworks with coordinatively unsaturated metal sites: model potentials, ab initio parameterization, and gcmc simulations. J Phys Chem C 116(35):18899–18909
Chung YG, Gómez-Gualdrón DA, Li P, Leperi KT, Deria P, Zhang H, Vermeulen NA, Stoddart JF, You F, Hupp JT, Farha OK, Snurr RQ (2016) In silico discovery of metal-organic frameworks for precombustion CO2 capture using a genetic algorithm. Sci Adv 2:e1600909
Civalleri B, Napoli F, Noël Y, Roetti C, Dovesi R (2006) Ab-initio prediction of materials properties with CRYSTAL: MOF-5 as a case study. CrystEngComm 8(5):364–371
Coudert FX, Fuchs AH (2016) Computational characterization and prediction of metal-organic framework properties. Coord Chem Rev 307:211–236
Cui WG, Zhang GY, Hu TL, Bu XH (2019) Metal-organic framework-based heterogeneous catalysts for the conversion of C1 chemistry: CO, CO2 and CH4. Coord Chem Rev 387:79–120
D’Amore M, Civalleri B, Bush IJ, Albanese E, Ferrabone M (2019) Elucidating the interaction of CO2 in the giant metal-organic framework MIL-100 through large-scale periodic ab initio modeling. J Phys Chem C 123(47):28677–28687
Deng X, Yang W, Li S, Liang H, Shi Z, Qiao Z (2020) Large-scale screening and machine learning to predict the computation-ready, experimental metal-organic frameworks for CO2 capture from air. Appl Sci 10(2):569
Din IU, Usman M, Khan S, Helal A, Alotaibi MA, Alharthi AI, Centi G (2021) Prospects for a green methanol thermo-catalytic process from CO2 by using MOFs based materials: a mini-review. J CO2 Util 43:101361
Ding L, Yazaydin AÖ (2012) Subscriber access provided by UNIV OF CALGARY how well do metal-organic frameworks tolerate flue gas impurities? J Phys Chem C
Ding L, Yazaydin AO (2013) The effect of SO2 on CO2 capture in zeolitic imidazolate frameworks. Phys Chem Chem Phys 15(28):11856–11861
Duan J, Yang Z, Bai J, Zheng B, Li Y, Li S (2012) Highly selective CO2 capture of an agw-type metal-organic framework with inserted amides: experimental and theoretical studies. Chem Comm 48(25):3058–3060
Eddaoudi M, Moler DB, Li H, Chen B, Reineke TM, O’Keeffe M, Yaghi OM (2001) Modular chemistry: secondary building units as a basis for the design of highly porous and robust metal-organic carboxylate frameworks. Acc Chem Res 34(4):319–330
Elcheikh Mahmoud M, Audi H, Assoud A, Ghaddar TH, Hmadeh M (2019) Metal-organic framework photocatalyst incorporating Bis(4′-(4-carboxyphenyl)-terpyridine)ruthenium(II) for visible-light-driven carbon dioxide reduction. J Am Chem Soc 141(17):7115–7121
Erba A, Baima J, Bush I, Orlando R, Dovesi R (2017) Large-scale condensed matter DFT simulations: performance and capabilities of the CRYSTAL code. J Chem Theory Comput 13(10):5019–5027
Ethiraj J, Albanese E, Civalleri B, Vitillo JG, Bonino F, Chavan S, Shearer GC, Lillerud KP, Bordiga S (2014) Carbon dioxide adsorption in amine-functionalized mixed-ligand metal-organic frameworks of UiO-66 topology. Chemsuschem 7(12):3382–3388
Fanourgakis GS, Gkagkas K, Tylianakis E, Froudakis GE (2020) A universal machine learning algorithm for large-scale screening of materials. J Am Chem Soc 142(8):3814–3822
Fernandez M, Barnard AS (2016) Geometrical properties can predict CO2 and N2 adsorption performance of metal-organic frameworks (MOFs) at low pressure. ACS Comb Sci 18(5):243–252
Fukuoka S, Kawamura M, Komiya K, Tojo M, Hachiya H, Hasegawa K, Aminaka M, Okamoto H, Fukawa I, Konno S (2003) A novel non-phosgene polycarbonate production process using by-product CO2 as starting material. Green Chem 5(5):497–507
Furukawa H, Cordova KE, O’Keeffe M, Yaghi OM (2013) The chemistry and applications of metal-organic frameworks. Science 341(6149):1230444
Garba MD, Usman M, Khan S, Shehzad F, Galadima A, Ehsan MF, Ghanem AS, Humayun M (2021) CO2 towards fuels: a review of catalytic conversion of carbon dioxide to hydrocarbons. J Environ Chem Eng 9(2):104756
Gascon J, Hernández-Alonso MD, Almeida AR, van Klink GPM, Kapteijn F, Mul G (2008) Isoreticular MOFs as efficient photocatalysts with tunable band gap: an operando FTIR study of the photoinduced oxidation of propylene. Chemsuschem 1:981–983
Gelfand BS, Huynh RPS, Collins SP, Woo TK, Shimizu GKH (2017) Computational and experimental assessment of CO2 uptake in phosphonate monoester metal-organic frameworks. Chem Mater 29(24):10469–10477
Ghanbari T, Abnisa F, Wan Daud WMA (2020) A review on production of metal organic frameworks (MOF) for CO2 adsorption. Sci Total Environ 707:135090
Haldar R, Reddy SK, Suresh VM, Mohapatra S, Balasubramanian S, Maji TK (2014) Flexible and rigid amine-functionalized microporous frameworks based on different secondary building units: supramolecular isomerism, selective CO2 capture, and catalysis. Chem Eur J 20(15):4347–4356
Han B, Ou X, Deng Z, Song Y, Tian C, Deng H, Xu YJ, Lin Z (2018) Nickel metal-organic framework monolayers for photoreduction of diluted CO2: metal-node-dependent activity and selectivity. Angew Chemie Int Ed 57(51):16811–16815
Han SS, Jung DH, Heo J (2013) Interpenetration of metal organic frameworks for carbon dioxide capture and hydrogen purification: good or bad? J Phys Chem C 117(1):71–77
Haszeldine RS (2009) Carbon capture and storage: how green can black be? Science 325:1647–1652
Hu J, Liu Y, Liu J, Gu C, Wu D (2018) Effects of incorporated oxygen and sulfur heteroatoms into ligands for CO2/N2 and CO2/CH4 separation in metal-organic frameworks: a molecular simulation study. Fuel 226:591–597
Huang X, Lu J, Wang W, Wei X, Ding J (2016) Experimental and computational investigation of CO2 capture on amine grafted metal-organic framework NH2-MIL-101. Appl Surf Sci 371:307–313
Jasuja H, Burtch NC, Huang YG, Cai Y, Walton KS (2013) Kinetic water stability of an isostructural family of zinc-based pillared metal-organic frameworks. Langmuir 29(2):633–642
Jia M, Choi C, Wu TS, Ma C, Kang P, Tao H, Fan Q, Hong S, Liu S, Soo YL, Jung Y, Qiu J, Sun Z (2018) Carbon-supported Ni nanoparticles for efficient CO2 electroreduction. Chem Sci 9(47):8775–8780
Kazemi S, Safarifard V (2018) Carbon dioxide capture in MOFs: the effect of ligand functionalization. Polyhedron 154:236–251
Krishna R, van Baten JM (2011) Investigating the potential of MgMOF-74 membranes for CO2 capture. J Membr Sci 377(1–2):249–260
Lee CH, Huang HY, Liu YH, Luo TT, Lee GH, Peng SM, Jiang JC, Chao I, Lu KL (2013) Cooperative effect of unsheltered amide groups on CO2 adsorption inside open-ended channels of a zinc(II)-organic framework. Inorg Chem 52(7):3962–3968
Lee K, Howe JD, Lin LC, Smit B, Neaton JB (2015) Small-molecule adsorption in open-site metal-organic frameworks: a systematic density functional theory study for rational design. Chem Mater 27(3):668–678
Lescouet T, Chizallet C, Farrusseng D (2012) The origin of the activity of amine-functionalized metal-organic frameworks in the catalytic synthesis of cyclic carbonates from epoxide and CO2. ChemCatChem 4(11):1725–1728
Lewis DW, Ruiz-Salvador AR, Gómez A, Rodriguez-Albelo LM, Coudert F-X, Slater B, Cheetham AK, Mellot-Draznieks C (2009) Zeolitic imidazole frameworks: structural and energetics trends compared with their zeolite analogues. CrystEngComm 11:2272–2276
Li D, Kassymova M, Cai X, Zang SQ, Jiang HL (2020) Photocatalytic CO2 reduction over metal-organic framework-based materials. Coord Chem Rev 412:213262
Li H, Li L, Lin R-B, Zhou W, Zhang Z, **ang S, Chen B (2019) Porous metal-organic frameworks for gas storage and separation: status and challenges. EnergyChem 1(1):100006
Li JR, Ma Y, McCarthy MC, Sculley J, Yu J, Jeong HK, Balbuena PB, Zhou HC (2011) Carbon dioxide capture-related gas adsorption and separation in metal-organic frameworks. Coord Chem Rev 255(15–16):1791–1823
Li JR, Yu J, Lu W, Sun LB, Sculley J, Balbuena PB, Zhou HC (2013) Porous materials with pre-designed single-molecule traps for CO2 selective adsorption. Nat Commun 4:1538
Li P, Chen J, Zhang J, Wang X (2015) Water stability and competition effects toward CO2 adsorption on metal organic frameworks. Sep Purif Rev 44(1):19–27
Li PZ, Wang XJ, Zhang K, Nalaparaju A, Zou R, Zou R, Jiang J, Zhao Y (2014) ‘Click’-extended nitrogen-rich metal–organic frameworks and their high performance in CO2-selective capture. Chem Comm 50(36):4683–4685
Li S, Chung YG, Simon CM, Snurr RQ (2017) High-throughput computational screening of multivariate metal-organic frameworks (MTV-MOFs) for CO2 capture. J Phys Chem Lett 8(24):6135–6141
Li S, Zhang Y, Hu Y, Wang B, Sun S, Yang X, He H (2021) Predicting metal-organic frameworks as catalysts to fix carbon dioxide to cyclic carbonate by machine learning. J Materiomics 7(5):1029–1038
Li W, Li S (2018) CO2 adsorption performance of functionalized metal-organic frameworks of varying topologies by molecular simulations. Chem eng Sci 189:65–74
Liang J, Huang YB, Cao R (2019) Metal–organic frameworks and porous organic polymers for sustainable fixation of carbon dioxide into cyclic carbonates. Coord Chem Rev 378:32–65
Liang L, Liu C, Jiang F, Chen Q, Zhang L, Xue H, Jiang HL, Qian J, Yuan D, Hong M (2017) Carbon dioxide capture and conversion by an acid-base resistant metal-organic framework. Nat Commun 8(1):1233
Liang W, Babarao R, Church TL, D’Alessandro DM (2015) Tuning the cavities of zirconium-based MIL-140 frameworks to modulate CO2 adsorption. Chem Comm 51(56):11286–11289
Lin RB, ** multifunctional metal-organic frameworks. Coord Chem Rev 384:21–36
Lu SI, Liao JM, Huang XZ, Lin CH, Ke SY, Wang CC (2017) Probing adsorption sites of carbon dioxide in metal organic framework of [Zn(bdc)(dpds)]n: a molecular simulation study. Chem Phys 497:1–9
Luo F, Wang MS, Luo MB, Sun GM, Song YM, Li PX, Guo GC (2012) Functionalizing the pore wall of chiral porous metal–organic frameworks by distinct –H, –OH, –NH2, –NO2, –COOH shutters showing selective adsorption of CO, tunable photoluminescence, and direct white-light emission. Chem Comm 48(48):5989–5991
Luo F, Yan C, Dang L, Krishna R, Zhou W, Wu H, Dong X, Han Y, Hu TL, O’Keeffe M, Wang L, Luo M, Lin RB, Chen B (2016) UTSA-74: A MOF-74 isomer with two accessible binding sites per metal center for highly selective gas separation. J Am Chem Soc 138(17):5678–5684
Maihom T, Wannakao S, Boekfa B, Limtrakul J (2013) Production of formic acid via hydrogenation of CO2 over a copper-alkoxide-functionalized MOF: a mechanistic study. J Phys Chem C 117(34):17650–17658
McDonald TM, Mason JA, Kong X, Bloch ED, Gygi D, Dani A, Crocellà V, Giordanino F, Odoh SO, Drisdell WS, Vlaisavljevich B, Dzubak AL, Poloni R, Schnell SK, Planas N, Lee K, Pascal T, Wan LF, Prendergast D, Neaton JB, Smit B, Kortright JB, Gagliardi L, Bordiga S, Reimer JA, Long JR (2015) Cooperative insertion of CO2 in diamine-appended metal-organic frameworks. Nature 519(7543):303–308
Mercuri G, Giambastiani G, di Nicola C, Pettinari C, Galli S, Vismara R, Vivani R, Costantino F, Taddei M, Atzori C, Bonino F, Bordiga S, Civalleri B, Rossin A (2021) Metal–organic frameworks in Italy: from synthesis and advanced characterization to theoretical modeling and applications. Coord Chem Rev 437:213861
Mohideen MIH, Pillai RS, Adil K, Bhatt PM, Belmabkhout Y, Shkurenko A, Maurin G, Eddaoudi M (2017) A fine-tuned MOF for gas and vapor separation: a multipurpose adsorbent for acid gas removal, dehydration, and BTX sieving. Chem 3(5):822–833
Moomaw WR, Chmura GL, Davies GT, Finlayson CM, Middleton BA, Natali SM, Perry JE, Roulet N, Sutton-Grier AE (2018) Wetlands in a changing climate: science, policy and management. Wetlands 38(2):183–205
Mosca N, Vismara R, Fernandes JA, Casassa S, Domasevitch KV, Bailon-Garcia E, Maldonado-Hodar FJ, Pettinari C, Galli S (2017) CH3-tagged Bis(pyrazolato)-based coordination polymers and metal-organic frameworks: an experimental and theoretical insight. Cryst Growth Des 17(7):3854–3867
North M, Pasquale R, Young C (2010) Synthesis of cyclic carbonates from epoxides and CO2. Green Chem 12(9):1514–1539
Oraee-Mirzamani B, Cockerill T, Makuch Z (2013) Risk assessment and management associated with CCS. Energy Procedia 37:4757–4764
Pal TK, De D, Bharadwaj PK (2020) Metal–organic frameworks for the chemical fixation of CO2 into cyclic carbonates. Coord Chem Rev 408:213173
Pan F, Zhang H, Liu K, Cullen DA, More KL, Wang M, Feng Z, Wang G, Wu G, Li Y (2018) Unveiling active sites of CO2 reduction on nitrogen coordinated and atomically dispersed iron and cobalt catalysts. ACS Catal 8(4):3116–3122
Park J, Kim H, Han SS, Jung Y (2012) Tuning metal-organic frameworks with open-metal sites and its origin for enhancing CO2 affinity by metal substitution. J Phys Chem Lett 3(7):826–829
Petrovic B, Gorbounov M, Masoudi Soltani S (2021) Influence of surface modification on selective CO2 adsorption: a technical review on mechanisms and methods. Micropor Mesopor Mater 312:110751
Poloni R, Smit B, Neaton JB (2012a) Ligand-assisted enhancement of CO2 capture in metal-organic frameworks. J Am Chem Soc 134(15):6714–6719
Poloni R, Smit B, Neaton JB (2012b) CO2 capture by metal-organic frameworks with van der Waals density functionals. J Phys Chem A 116(20):4957–4964
Pongsajanukul P, Parasuk V, Fritzsche S, Assabumrungrat S, Wongsakulphasatch S, Bovornratanaraks T, Chokbunpiam T (2017) Theoretical study of carbon dioxide adsorption and diffusion in MIL-127(Fe) metal organic framework. Chem Phys 491:118–125
Qiao Z, Wang N, Jiang J, Zhou J (2016a) Design of amine-functionalized metal-organic frameworks for CO2 separation: the more amine, the better? Chem Comm 52(5):974–977
Qiao Z, Zhang K, Jiang J (2016b) In silico screening of 4764 computation-ready, experimental metal-organic frameworks for CO2 separation. J Mater Chem A 4(6):2105–2114
Rahimi M, Moosavi SM, Smit B, Hatton TA (2021) Toward smart carbon capture with machine learning. Cell Rep Phys Sci 2(4):100396
Raja DS, Chang IH, Jiang YC, Chen HT, Lin CH (2015) Enhanced gas sorption properties of a new sulfone functionalized aluminum metal-organic framework: synthesis, characterization, and DFT studies. Micropor Mesopor Mater 216:20–26
Rana MK, Koh HS, Hwang J, Siegel DJ (2012) Comparing van der Waals density functionals for CO2 adsorption in metal organic frameworks. J Phys Chem C 116(32):16957–16968
Rogacka J, Seremak A, Luna-Triguero A, Formalik F, Matito-Martos I, Firlej L, Calero S, Kuchta B (2021) High-throughput screening of metal–organic frameworks for CO2 and CH4 separation in the presence of water. Chem Eng J 403:126392
Shao P, Yi L, Chen S, Zhou T, Zhang J (2020) Metal-organic frameworks for electrochemical reduction of carbon dioxide: the role of metal centers. J Energy Chem 40:156–170
Shearer GC, Colombo V, Chavan S, Albanese E, Civalleri B, Maspero A, Bordiga S (2013) Stability vs. reactivity: Understanding the adsorption properties of Ni3(BTP)2 by experimental and computational methods. Dalton Trans 42(18):6450–6458
Shen Q, Huang X, Liu J, Guo C, Zhao G (2017) Biomimetic photoelectrocatalytic conversion of greenhouse gas carbon dioxide: Two-electron reduction for efficient formate production. Appl Catal B Environ 201:70–76
Sikdar N, Bonakala S, Haldar R, Balasubramanian S, Maji TK (2016) Dynamic entangled porous framework for hydrocarbon (C2–C3) storage, CO2 capture, and separation. Chem Eur J 22(17):6059–6070
Singh Dhankhar S, Sharma N, Kumar S, Dhilip Kumar TJ, Nagaraja CM (2017) Rational design of a bifunctional, two-fold interpenetrated ZnII-metal–organic framework for selective adsorption of CO2 and efficient aqueous phase sensing of 2,4,6-trinitrophenol. Chem Eur J 23(64):16204–16212
Skoulidas AI, Sholl DS (2005) Self-diffusion and transport diffusion of light gases in metal-organic framework materials assessed using molecular dynamics simulations. J Phys Chem B 109(33):15760–15768
Su X, Xu J, Liang B, Duan H, Hou B, Huang Y (2016) Catalytic carbon dioxide hydrogenation to methane: a review of recent studies. J Energy Chem 25(4):553–565
Sun D, Liu W, Qiu M, Zhang Y, Li Z (2015) Introduction of a mediator for enhancing photocatalytic performance via post-synthetic metal exchange in metal-organic frameworks (MOFs). Chem Comm 51(11):2056–2059
Tamura M, Honda M, Noro K, Nakagawa Y, Tomishige K (2013) Heterogeneous CeO2-catalyzed selective synthesis of cyclic carbamates from CO2 and aminoalcohols in acetonitrile solvent. J Catal 305:191–203
Tekalgne MA, Do HH, Hasani A, van Le Q, Jang HW, Ahn SH, Kim SY (2020) Two-dimensional materials and metal-organic frameworks for the CO2 reduction reaction. Mater Today Adv 5:100038
Teo HWB, Chakraborty A, Kayal S (2017) Evaluation of CH4 and CO2 adsorption on HKUST-1 and MIL-101(Cr) MOFs employing Monte Carlo simulation and comparison with experimental data. Appl Therm Eng 110:891–900
Torrisi A, Bell RG, Mellot-Draznieks C (2013) Predicting the impact of functionalized ligands on CO2 adsorption in MOFs: a combined DFT and grand canonical Monte Carlo study. Micropor Mesopor Mater 168:225–238
Vaidhyanathan R, Iremonger SS, Shimizu GKH, Boyd PG, Alavi S, Woo TK (2010) Direct observation and quantification of CO2 binding within an amine-functionalized nanoporous solid. Science 330:650
Valenzano L, Civalleri B, Chavan S, Bordiga S, Nilsen MH, Jakobsen S, Lillerud KP, Lamberti C (2011a) Disclosing the complex structure of UiO-66 metal organic framework: a synergic combination of experiment and theory. Chem Mater 23(7):1700–1718
Valenzano L, Civalleri B, Sillar K, Sauer J (2011b) Heats of adsorption of CO and CO2 in metal-organic frameworks: quantum mechanical study of CPO-27-M (M = Mg, Ni, Zn). J Phys Chem C 115(44):21777–21784
Walker AM, Civalleri B, Slater B, Mellot-Draznieks C, Corà F, Zicovich-Wilson CM, Román-Pérez G, Soler JM, Gale JD (2010) Flexibility in a metal-organic framework material controlled by weak dispersion forces: the bistability of MIL-53(Al). Angew Chem Int Ed 49(41):7501–7503
Wang B, Huang H, Lv XL, **e Y, Li M, Li JR (2014) Tuning CO2 selective adsorption over N2 and CH4 in UiO-67 analogues through ligand functionalization. Inorg Chem 53(17):9254–9259
Wang HH, Hou L, Li YZ, Jiang CY, Wang YY, Zhu Z (2017) Porous MOF with highly efficient selectivity and chemical conversion for CO2. ACS Appl Mater Interfaces 9(21):17969–17976
Wang HH, Shi WJ, Hou L, Li GP, Zhu Z, Wang YY (2015) A cationic MOF with high uptake and selectivity for CO2 due to multiple CO2-philic sites. Chem Eur J 21(46):16525–16531
Wang X, Chen Z, Zhao X, Yao T, Chen W, You R, Zhao C, Wu G, Wang J, Huang W, Yang J, Hong X, Wei S, Wu Y, Li Y (2018a) Regulation of coordination number over single co sites: triggering the efficient electroreduction of CO2. Angew Chem Int Ed 57(7):1944–1948
Wang XK, Liu J, Zhang L, Dong LZ, Li SL, Kan YH, Li DS, Lan YQ (2019) Monometallic catalytic models hosted in stable metal-organic frameworks for tunable CO2 photoreduction. ACS Catal 9(3):1726–1732
Wang Y, Huang NY, Shen JQ, Liao PQ, Chen XM, Zhang JP (2018b) Hydroxide Ligands cooperate with catalytic centers in metal-organic frameworks for efficient photocatalytic CO2 reduction. J Am Chem Soc 140(1):38–41
Wang YR, Huang Q, He CT, Chen Y, Liu J, Shen FC, Lan YQ (2018c) Oriented electron transmission in polyoxometalate-metalloporphyrin organic framework for highly selective electroreduction of CO2. Nat Commun 9(1)
Wells BA, Liang Z, Marshall M, Chaffee AL (2009) Modeling gas adsorption in metal organic frameworks. Energy Procedia 1(1):1273–1280
Wilmer CE, Farha OK, Bae YS, Hupp JT, Snurr RQ (2012) Structure-property relationships of porous materials for carbon dioxide separation and capture. Energy Environ Sci 5(12):9849–9856
Wilmer CE, Snurr RQ (2011) Towards rapid computational screening of metal-organic frameworks for carbon dioxide capture: calculation of framework charges via charge equilibration. Chem Eng J 171(3):775–781
Wriedt M, Sculley JP, Yakovenko AA, Ma Y, Halder GJ, Balbuena PB, Zhou HC (2012) Low-energy selective capture of carbon dioxide by a pre-designed elastic single-molecule trap. Angew Chem Int Ed 51(39):9804–9808
Wu D, Maurin G, Yang Q, Serre C, Jobic H, Zhong C (2014) Computational exploration of a Zr-carboxylate based metal-organic framework as a membrane material for CO2 capture. J Mater Chem A 2(6):1657–1661
Wu Y, Song X, Xu S, Yu T, Zhang J, Qi Q, Gao L, Zhang J, **ao G (2019a) [(CH3)2NH2][M(COOH)3] (M=Mn, Co, Ni, Zn) MOFs as highly efficient catalysts for chemical fixation of CO2 and DFT studies. Mol Catal 475:110485
Wu Y, Song X, Zhang J, Xu S, Gao L, Zhang J, **ao G (2019b) Mn-based MOFs as efficient catalysts for catalytic conversion of carbon dioxide into cyclic carbonates and DFT studies. Chem Eng Sci 201:288–297
**a W, Mahmood A, Zou R, Xu Q (2015) Metal–organic frameworks and their derived nanostructures for electrochemical energy storage and conversion. Energy Environ Sci 8(7):1837–1866
Xu G, Meng Z, Guo X, Zhu H, Deng K, **ao C, Liu Y (2019a) Molecular simulations on CO2 adsorption and adsorptive separation in fullerene impregnated MOF-177, MOF-180 and MOF-200. Comput Mater Sci 168:58–64
Xu G, Meng Z, Liu Y, Guo X, ** for CO2 capture and separation from CO2/CH4 and CO2/H2 mixtures. Micropor Mesopor Mater 284:385–392
Xue DX, Wang Q, Bai J (2019) Amide-functionalized metal–organic frameworks: syntheses, structures and improved gas storage and separation properties. Coord Chem Rev 378:2–16
Yaashikaa PR, Senthil Kumar P, Varjani SJ, Saravanan A (2019) A review on photochemical, biochemical and electrochemical transformation of CO2 into value-added products. J CO2 Util 33:131–147
Yan Y, Zhang L, Li S, Liang H, Qiao Z (2021) Adsorption behavior of metal-organic frameworks: from single simulation, high-throughput computational screening to machine learning. Comput Mater Sci 193:110383
Yan ZH, Du MH, Liu J, ** S, Wang C, Zhuang GL, Kong XJ, Long LS, Zheng LS (2018) Photo-generated dinuclear {Eu(II)}2 active sites for selective CO2 reduction in a photosensitizing metal-organic framework. Nat Commun 9(1):3353
Yang G, Santana JA, Rivera-Ramos ME, García-Ricard O, Saavedra-Arias JJ, Ishikawa Y, Hernández-Maldonado AJ, Raptis RG (2014) A combined experimental and theoretical study of gas sorption on nanoporous silver triazolato metal-organic frameworks. Micropor Mesopor Mater 183:62–68
Yang H, Wu Y, Li G, Lin Q, Hu Q, Zhang Q, Liu J, He C (2019) Scalable production of efficient single-atom copper decorated carbon membranes for CO2 electroreduction to methanol. J Am Chem Soc 141(32):12717–12723
Yang Q, Xu Q, Liu B, Chongli Z, Berend S (2009) Molecular simulation of CO2/H2 mixture separation in metal-organic frameworks: effect of catenation and electrostatic interactions. Chin J Chem Eng 17(5):781–790
Ye J, Johnson JK (2015) Design of Lewis pair-functionalized metal organic frameworks for CO2 hydrogenation. ACS Catal 5(5):2921–2928
Ye J, Johnson JK (2016) Catalytic hydrogenation of CO2 to methanol in a Lewis pair functionalized MOF. Catal Sci Technol 6(24):8392–8405
Ye L, Liu J, Gao Y, Gong C, Addicoat M, Heine T, Wöll C, Sun L (2016) Highly oriented MOF thin film-based electrocatalytic device for the reduction of CO2 to CO exhibiting high faradaic efficiency. J Mater Chem A 4(40):15320–15326
Ye Y, Cai F, Li H, Wu H, Wang G, Li Y, Miao S, **e S, Si R, Wang J, Bao X (2017) Surface functionalization of ZIF-8 with ammonium ferric citrate toward high exposure of Fe-N active sites for efficient oxygen and carbon dioxide electroreduction. Nano Energy 38:281–289
Yu D, Yazaydin AO, Lane JR, Dietzel PDC, Snurr RQ (2013) A combined experimental and quantum chemical study of CO2 adsorption in the metal-organic framework CPO-27 with different metals. Chem Sci 4(9):3544–3556
Yuan CZ, Liang K, **a XM, Yang ZK, Jiang YF, Zhao T, Lin C, Cheang TY, Zhong SL, Xu AW (2019) Powerful CO2 electroreduction performance with N-carbon doped with single Ni atoms. Catal Sci Technol 9(14):3669–3674
Yulia F, Chairina I, Zulys A, Nasruddin (2021) Multi-objective genetic algorithm optimization with an artificial neural network for CO2/CH4 adsorption prediction in metal–organic framework. Thermal Sci Eng Process 25:100967
Zhang G, Wei G, Liu Z, Oliver SRJ, Fei H (2016) A robust sulfonate-based metal-organic framework with permanent porosity for efficient CO2 capture and conversion. Chem Mater 28(17):6276–6281
Zhang J, Fu J, Chen S, Lv J, Dai K (2018) 1D carbon nanofibers@TiO2 core-shell nanocomposites with enhanced photocatalytic activity toward CO2 reduction. J Alloys Compd 746:168–176
Zhao K, Liu Y, Quan X, Chen S, Yu H (2017) CO2 electroreduction at low overpotential on oxide-derived Cu/carbons fabricated from metal organic framework. ACS Appl Mater Interfaces 9(6):5302–5311
Zhen W, Gao F, Tian B, Ding P, Deng Y, Li Z, Gao H, Lu G (2017) Enhancing activity for carbon dioxide methanation by encapsulating (1 1 1) facet Ni particle in metal–organic frameworks at low temperature. J Catal 348:200–211
Zheng B, Yang Z, Bai J, Li Y, Li S (2012) High and selective CO2 capture by two mesoporous acylamide-functionalized rht-type metal-organic frameworks. Chem Comm 48(56):7025–7027
Zhou DD, He CT, Liao PQ, Xue W, Zhang WX, Zhou HL, Zhang JP, Chen XM (2013) A flexible porous Cu(II) bis-imidazolate framework with ultrahigh concentration of active sites for efficient and recyclable CO2 capture. Chem Comm 49(100):11728–11730
Zhou DD, Zhang XW, Mo ZW, Xu YZ, Tian XY, Li Y, Chen XM, Zhang JP (2019) Adsorptive separation of carbon dioxide: from conventional porous materials to metal–organic frameworks. EnergyChem 1(3):100016
Zhuang W, Yuan D, Liu D, Zhong C, Li JR, Zhou HC (2012) Robust metal-organic framework with an octatopic ligand for gas adsorption and separation: combined characterization by experiments and molecular simulation. Chem Mater 24(1):18–25
Zou R, Li PZ, Zeng YF, Liu J, Zhao R, Duan H, Luo Z, Wang JG, Zou R, Zhao Y (2016) Bimetallic metal-organic frameworks: probing the Lewis acid site for CO2 conversion. Small 12(17):2334–2343
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this chapter
Cite this chapter
Issar, U., Arora, R. (2022). Theoretical Study on Catalytic Capture and Fixation of Carbon Dioxide by Metal–Organic Frameworks (MOFs). In: Gulati, S. (eds) Metal-Organic Frameworks (MOFs) as Catalysts. Springer, Singapore. https://doi.org/10.1007/978-981-16-7959-9_9
Download citation
DOI: https://doi.org/10.1007/978-981-16-7959-9_9
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-16-7958-2
Online ISBN: 978-981-16-7959-9
eBook Packages: Chemistry and Materials ScienceChemistry and Material Science (R0)