Impact of Ni particle size on CO2 activation and CO formation during reforming process: A density functional theory study

Juntian NIU, Shengzhuo CHEN, Xianrong ZHENG, Haiyu LIU, Yan JIN, Jingyu RAN

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Front. Energy ›› 2024, Vol. 18 ›› Issue (4) : 525-534. DOI: 10.1007/s11708-024-0952-6
RESEARCH ARTICLE

Impact of Ni particle size on CO2 activation and CO formation during reforming process: A density functional theory study

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Abstract

In recent years, the dry reforming of methane (DRM) reaction has gained widespread attention due to its effective utilization of two major greenhouse gases. Supported Ni-based catalysts for DRM exhibit a strong dependence on particle size, however, the reaction mechanisms involved remain unclear. In this work, the effect of metal particle size on CO2 activation and CO formation was explored in the DRM reaction using the density functional theory. Nix/MgO (x = 13, 25, 37) was constructed to investigate the CO2 activation and the formation of CO during the DRM reaction. It is found that CO2 is more inclined to undergo chemisorption on Nix/MgO before activation. With the variation in particle size, the main activation pathway of CO2 on the catalyst changes. On the smallest Ni13/MgO, CO2 tends to directly dissociate, while on the larger Ni25/MgO and Ni37/MgO, the hydrogenation dissociation of CO2 is more kinetically favorable. Compared to Ni13/MgO and Ni37/MgO, the oxidation of surface C atoms and the oxidation of CH occur more readily on Ni25/MgO. This indicates that C atoms are less likely to form on Ni25 particle and are more easily to be oxidized. To some extent, the results suggest that Ni25/MgO exhibits superior resistance to carbon formation.

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particle size / Ni/MgO catalyst / CO2 activation / CO formation

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Juntian NIU, Shengzhuo CHEN, Xianrong ZHENG, Haiyu LIU, Yan JIN, Jingyu RAN. Impact of Ni particle size on CO2 activation and CO formation during reforming process: A density functional theory study. Front. Energy, 2024, 18(4): 525‒534 https://doi.org/10.1007/s11708-024-0952-6

References

[1]
Soeder D J. Greenhouse gas sources and mitigation strategies from a geosciences perspective. Advances in Geo-Energy Research, 2021, 5(3): 274–285
CrossRef Google scholar
[2]
Keohane R O, Victor D G. Cooperation and discord in global climate policy. Nature Climate Change, 2016, 6(6): 570–575
CrossRef Google scholar
[3]
Barrett S. Coordination vs voluntarism and enforcement in sustaining international environmental cooperation. Proceedings of the National Academy of Sciences of the United States of America, 2016, 113(51): 14515–14522
CrossRef Google scholar
[4]
Liu Z, Deng Z, He G. . Challenges and opportunities for carbon neutrality in China. Nature Reviews. Earth & Environment, 2021, 3(2): 141–155
CrossRef Google scholar
[5]
Zhang C, Li Y, Chu Z. . Thermodynamic analysis of integrated sorption-enhanced staged-gasification of biomass and in-situ CO2 utilization by methane reforming process based on calcium looping. Energy Conversion and Management, 2023, 278: 116710
CrossRef Google scholar
[6]
Niu J, Zhang C, Liu H. . Enhanced performance of oxygen vacancies on CO2 adsorption and activation over different phases of ZrO2. Frontiers in Energy, 2023, 17(4): 545–554
CrossRef Google scholar
[7]
Lin B, Li Z. Towards world’s low carbon development: The role of clean energy. Applied Energy, 2022, 307: 118160
CrossRef Google scholar
[8]
Wang X, Pan C, Romero C E. . Thermo-economic analysis of a direct supercritical CO2 electric power generation system using geothermal heat. Frontiers in Energy, 2022, 16(2): 246–262
CrossRef Google scholar
[9]
Alioui O, Badawi M, Erto A. . Contribution of DFT to the optimization of Ni-based catalysts for dry reforming of methane: A review. Catalysis Reviews, 2022, 65(4): 1468–1520
[10]
Bradford M C J, Vannice M A. CO2 reforming of CH4. Catalysis Reviews. Science and Engineering, 1999, 41(1): 1–42
CrossRef Google scholar
[11]
Fan M S, Abdullah A Z, Bhatia S. Catalytic technology for carbon dioxide reforming of methane to synthesis gas. ChemCatChem, 2009, 1(2): 192–208
CrossRef Google scholar
[12]
Qian L, Cai W, Zhang L. . The promotion effect of hydrogen spillover on CH4 reforming with CO2 over Rh/MCF catalysts. Applied Catalysis B: Environmental, 2015, 164: 168–175
CrossRef Google scholar
[13]
Wang L, Ao X, Wang S. Catalysts for carbon dioxide catalytic reforming of methane to synthesis gas. Progress in Chemistry, 2012, 2012(9): 1696–1706
[14]
Gaur S, Pakhare D, Wu H. . CO2 reforming of CH4 over Ru-substituted pyrochlore catalysts: Effects of temperature and reactant feed ratio. Energy & Fuels, 2012, 26(4): 1989–1998
CrossRef Google scholar
[15]
Ghelamallah M, Granger P. Impact of barium and lanthanum incorporation to supported Pt and Rh on α-Al2O3 in the dry reforming of methane. Fuel, 2012, 97: 269–276
CrossRef Google scholar
[16]
Silva F A, Hori C E, da Silva A M. . Hydrogen production through CO2 reforming of CH4 over Pt/CeZrO2/Al2O3 catalysts using a Pd–Ag membrane reactor. Catalysis Today, 2012, 193(1): 64–73
CrossRef Google scholar
[17]
Stolze B, Titus J, Schunk S A. . Stability of Ni/SiO2-ZrO2 catalysts towards steaming and coking in the dry reforming of methane with carbon dioxide. Frontiers of Chemical Science and Engineering, 2016, 10(2): 281–293
CrossRef Google scholar
[18]
Noronha F B, Fendley E C, Soares R R. . Correlation between catalytic activity and support reducibility in the CO2 reforming of methane over Pt/CexZr1−xO2 catalysts. Chemical Engineering Journal, 2001, 82(1-3): 21–31
CrossRef Google scholar
[19]
Aghamohammadi S, Haghighi M, Maleki M. . Sequential impregnation vs. sol-gel synthesized Ni/Al2O3-CeO2 nanocatalyst for dry reforming of methane: Effect of synthesis method and support promotion. Molecular Catalysis, 2017, 431: 39–48
CrossRef Google scholar
[20]
Ibrahim A A, Al-Fatesh A S, Kumar N S. . Dry reforming of methane using Ce-modified Ni supported on 8% PO4+ZrO2 catalysts. Catalysts, 2020, 10(2): 242
CrossRef Google scholar
[21]
Qin Z, Zhou Y, Jiang Y. . Recent advances in heterogeneous catalytic hydrogenation of CO2 to methane. In: Ravanchi M T, ed. New Advances in Hydrogenation Processes—Fundamentals and Applications. InTech, 2017, 57–82
[22]
Li Y, Wei Z, Wang Y. Ni/MgO catalyst prepared via dielectric-barrier discharge plasma with improved catalytic performance for carbon dioxide reforming of methane. Frontiers of Chemical Science and Engineering, 2014, 8(2): 133–140
CrossRef Google scholar
[23]
Niu J, Liu H, Jin Y. . A density functional theory study of methane activation on MgO supported Ni9M1 cluster: Role of M on CH activation. Frontiers of Chemical Science and Engineering, 2022, 16(10): 1485–1492
CrossRef Google scholar
[24]
Niu J, Zhang C, Li K. . The mechanism insight into methane activation on Cu–Ni/ZrO2 surface and formation-removal of surface carbon. International Journal of Hydrogen Energy, 2024, 59: 1399–1408
CrossRef Google scholar
[25]
Niu J, Li K, Zhang C. . Mechanism study on carbon atom growth on different Ni facets in CO2 reforming reaction. International Journal of Hydrogen Energy, 2024, 58: 1332–1344
CrossRef Google scholar
[26]
Ochoa A, Bilbao J, Gayubo A G. . Coke formation and deactivation during catalytic reforming of biomass and waste pyrolysis products: A review. Renewable & Sustainable Energy Reviews, 2020, 119: 109600
CrossRef Google scholar
[27]
Argyle M D, Bartholomew C H. Heterogeneous catalyst deactivation and regeneration: A review. Catalysts, 2015, 5(1): 145–269
CrossRef Google scholar
[28]
Chen D, Christensen K O, Ochoa-Fernández E. . Synthesis of carbon nanofibers:Effects of Ni crystal size during methane decomposition. Journal of Catalysis, 2005, 229(1): 82–96
CrossRef Google scholar
[29]
Kim J H, Suh D J, Park T J. . Effect of metal particle size on coking during CO2 reforming of CH4 over Ni–alumina aerogel catalysts. Applied Catalysis A, General, 2000, 197(2): 191–200
CrossRef Google scholar
[30]
Lercher J A, Bitter J H, Hally W. . Design of stable catalysts for methane-carbon dioxide reforming. Studies in Surface Science and Catalysis, 1996, 101: 463–472
CrossRef Google scholar
[31]
Zhang J, Wang H, Dalai A K. Effects of metal content on activity and stability of Ni–Co bimetallic catalysts for CO2 reforming of CH4. Applied Catalysis A, General, 2008, 339(2): 121–129
CrossRef Google scholar
[32]
Kim J H, Suh D J, Park T J. . Effect of metal particle size on coking during CO2 reforming of CH4 over Ni–alumina aerogel catalysts. Applied Catalysis A, General, 2000, 197(2): 191–200
CrossRef Google scholar
[33]
Guo Y, Feng J, Li W. Effect of the Ni size on CH4/CO2 reforming over Ni/MgO catalyst: A DFT study. Chinese Journal of Chemical Engineering, 2017, 25(10): 1442–1448
CrossRef Google scholar
[34]
Chen S, Niu J, Zheng X. . Unraveling the effect of particle size of active metals in Ni/MgO on methane activation and carbon growth mechanism. Physical Chemistry Chemical Physics, 2024, 26(2): 1255–1266
CrossRef Google scholar
[35]
Delley B. From molecules to solids with the DMol3 approach. Journal of Chemical Physics, 2000, 113(18): 7756–7764
CrossRef Google scholar
[36]
Delley B. Fast calculation of electrostatics in crystals and large molecules. Journal of Physical Chemistry, 1996, 100(15): 6107–6110
CrossRef Google scholar
[37]
White J A, Bird D M. Implementation of gradient-corrected exchange-correlation potentials in Car-Parrinello total-energy calculations. Physical Review B: Condensed Matter, 1994, 50(7): 4954–4957
CrossRef Google scholar
[38]
Perdew J P, Burke K, Ernzerhof M. Generalized gradient approximation made simple. Physical Review Letters, 1996, 77(18): 3865–3868
CrossRef Google scholar
[39]
Bai M, Song Z, Yang Z. . Catalytic conversion mechanism of guaiacol as the intermediate of lignin catalytic pyrolysis on MgO surface: Density functional theory calculation. Journal of Molecular Liquids, 2023, 369: 120920
CrossRef Google scholar
[40]
Sao-Joao S, Giorgio S, Mottet C. . Interface structure of Ni nanoparticles on MgO(100): A combined HRTEM and molecular dynamic study. Surface Science, 2006, 600(7): L86–L90
CrossRef Google scholar
[41]
Speziale S, Zha C S, Duffy T S. . Quasi-hydrostatic compression of magnesium oxide to 52 GPa: Implications for the pressure-volume-temperature equation of state. Journal of Geophysical Research, 2001, 106(B1): 515–528
CrossRef Google scholar
[42]
Guo J, Lou H, Mo L. . The reactivity of surface active carbonaceous species with CO2 and its role on hydrocarbon conversion reactions. Journal of Molecular Catalysis A Chemical, 2010, 316(1–2): 1–7
CrossRef Google scholar
[43]
Srivastava A K. CO2-activation and enhanced capture by C6Li6: A density functional approach. International Journal of Quantum Chemistry, 2019, 119(20): e25904
CrossRef Google scholar
[44]
Bradford M C J, Vannice M A. Catalytic reforming of methane with carbon dioxide over nickel catalysts II. Reaction kinetics. Applied Catalysis A, General, 1996, 142(1): 97–122
CrossRef Google scholar
[45]
Luo J Z, Yu Z L, Ng C F. . CO2/CH4 reforming over Ni–La2O3/5A: An investigation on carbon deposition and reaction steps. Journal of Catalysis, 2000, 194(2): 198–210
CrossRef Google scholar
[46]
Wei J, Iglesia E. Isotopic and kinetic assessment of the mechanism of reactions of CH4 with CO2 or H2O to form synthesis gas and carbon on nickel catalysts. Journal of Catalysis, 2004, 224(2): 370–383
CrossRef Google scholar

Acknowledgements

This work was supported by Open fund of Key Laboratory of Low-grade Energy Utilization Technologies and Systems (Chongqing University) of the Ministry of Education, China (Grant No. LLEUTS-202308), the National Natural Science Foundation of China (Grant No. 52106179), the Fundamental Research Program of Shanxi Province, China (Grant No. 20210302124017), the Fund Program for the Scientific Activities of Selected Returned Overseas Professionals in Shanxi Province (Grant No. 20230012), the Shanxi Scholarship Council of China (Grant No. 2023-065), and the Graduate Education Practical Innovation of Shanxi Province, China (Grant No. 2023SJ056).

Competing Interests

The authors declare that they have no competing interests.

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