Abstract
Subnanometer metal clusters play an increasingly important role in heterogeneous catalysis due to their high catalytic activity and selectivity. In this work, by means of the density functional theory (DFT) calculations, the catalytic activities of transition metal clusters with precise numbers of atoms supported on graphdiyne (TM1-4@GDY, TM = V, Cr, Mn, Fe, Co, Ni, Cu, Ru, Rh, Pd, Ir, Pt) were investigated for oxygen evolution reactions (OER), oxygen reduction reactions (ORR) and hydrogen evolution reactions (HER). The computed results reveal that the Pd2, Pd4 and Pt1 anchored graphdiyne can serve as trifunctional catalysts for OER/ORR/HER with the overpotentials of 0.49/0.37/0.06, 0.45/0.33/0.12 and 0.37/0.43/0.01 V, respectively, while Pd1 and Pt2@graphdiyne can exhibit excellent catalytic performance for water splitting (OER/HER) with the overpotentials of 0.55/0.17 and 0.43/0.03 V. In addition, Ni1 and Pd3 anchored GDY can perform as bifunctional catalysts for metal–air cells (OER/ORR) and fuels cells (ORR/HER) with the overpotentials of 0.34/0.32 and 0.42/0.04 V, respectively. Thus, by precisely controlling the numbers of atoms in clusters, the TM1-4 anchored graphdiyne can serve as promising multifunctional electrocatalysts for OER/ORR/HER, which may provide an instructive strategy to design catalysts for the energy conversation and storage devices.
Graphical abstract
摘要
亚纳米金属团簇由于具有高催化活性和高选择性在异相催化中发挥着越来越重要的作用。本文通过密度泛函理论(DFT)的计算,研究了石墨炔上锚定精确原子数目的过渡金属团簇(TM1-4@GDY,TM=V,Cr,Mn,Fe,Co,Ni,Cu,Ru,Rh,Pd,Ir,Pt)对析氧反应(OER)、氧还原反应(ORR)和析氢反应(HER)催化活性的影响。计算结果表明,Pd2、Pd4和Pt1锚定石墨炔分别具有0.49/0.37/0.06、0.45/0.33/0.12和0.37/0.43/0.01 V的过电位,可作为OER/ORR/HER的三功能催化剂,而Pd1和Pt2锚定的石墨炔具有良好的水裂解催化性能,OER和HER的过电位分别为0.55/0.17和0.43/0.03 V。Ni1和Pd3锚定GDY可作为金属-空气电池(OER/ORR)和燃料电池(ORR/HER)的双功能催化剂,其过电位分别为0.34/0.32和0.42/0.04 V。因此,通过精确控制团簇中的原子数,过渡金属团簇锚定的石墨炔可以作为OER/ORR/HER的多功能电催化剂,为能源转换和储存装置的催化剂设计提供了一种有指导意义的策略。
Similar content being viewed by others
References
Jiao Y, Zheng Y, Jaroniec M, Qiao SZ. Design of electrocatalysts for oxygen-and hydrogen-involving energy conversion reactions. Chem Soc Rev. 2015;44(8):2060. https://doi.org/10.1039/C4CS00470A.
Zhao CX, Liu JN, Wang J, Ren D, Li BQ, Zhang Q. Recent advances of noble-metal-free bifunctional oxygen reduction and evolution electrocatalysts. Chem Soc Rev. 2021;50(13):7745. https://doi.org/10.1039/D1CS00135C.
Chen H, Liang X, Liu YP, Ai X, Asefa T, Zou XX. Active site engineering in porous electrocatalysts. Adv Mater. 2020;32(44):2002435. https://doi.org/10.1002/adma.202002435.
Liu JB, Gong HS, Ye GL, Fei HL. Graphene oxide-derived single-atom catalysts for electrochemical energy conversion. Rare Met. 2022;41(5):1703. https://doi.org/10.1007/s12598-021-01904-z.
Zhou Y, Sheng L, Luo Q, Zhang W, Yang J. Improving the activity of electrocatalysts toward the hydrogen evolution reaction, the oxygen evolution reaction, and the oxygen reduction reaction via modification of metal and ligand of conductive two-dimensional metal-organic frameworks. J Phys Chem Lett. 2021;12(48):11652. https://doi.org/10.1021/acs.jpclett.1c03452.
Xue Z, Zhang X, Qin J, Liu R. Revealing Ni-based layered double hydroxides as high-efficiency electrocatalysts for the oxygen evolution reaction: a DFT study. J Mater Chem A. 2019;7(40):23091. https://doi.org/10.1039/C9TA06686A.
Lu S, Zhang Y, Lou F, Guo K, Yu Z. Non-precious metal activated MoSi2N4 monolayers for high-performance OER and ORR electrocatalysts: a first-principles study. Appl Surf Sci. 2022;579: 152234. https://doi.org/10.1016/j.apsusc.2021.152234.
Zhao G, Rui K, Dou SX, Sun W. Heterostructures for electrochemical hydrogen evolution reaction: a review. Adv Funct Mater. 2018;28(43):1803291. https://doi.org/10.1002/adfm.201803291.
Marković N, Schmidt T, Stamenković V, Ross P. Oxygen reduction reaction on Pt and Pt bimetallic surfaces: a selective review. Fuel cells. 2001;1(2):105. https://doi.org/10.1002/1615-6854(200107)1:2%3c105::AID-FUCE105%3e3.0.CO;2-9.
Oh HS, Nong HN, Reier T, Gliech M, Strasser P. Oxide-supported Ir nanodendrites with high activity and durability for the oxygen evolution reaction in acid PEM water electrolyzers. Chem Sci. 2015;6(6):3321. https://doi.org/10.1039/C5SC00518C.
Nong HN, Oh HS, Reier T, Willinger E, Willinger MG, Petkov V, Teschner D, Strasser P. Oxide-supported IrNiOx core-shell particles as efficient, cost-effective, and stable catalysts for electrochemical water splitting. Angew Chem Int Ed. 2015;54(10):2975. https://doi.org/10.1002/anie.201411072.
Qin Z, Zhao J. 1 T-MoSe2 monolayer supported single Pd atom as a highly-efficient bifunctional catalyst for ORR/OER. J Colloid Interface Sci. 2022;605:155. https://doi.org/10.1016/j.jcis.2021.07.087.
Zheng Y, Jiao Y, Zhu Y, Cai Q, Vasileff A, Li LH, Han Y, Chen Y, Qiao SZ. Molecule-level g-C3N4 coordinated transition metals as a new class of electrocatalysts for oxygen electrode reactions. J Am Chem Soc. 2017;139(9):3336. https://doi.org/10.1021/jacs.6b13100.
Liu J, Yu G, Huang X, Chen W. The crucial role of strained ring in enhancing the hydrogen evolution catalytic activity for the 2D carbon allotropes: a high-throughput first-principles investigation. 2D Mater. 2019;7(1):015015. https://doi.org/10.1088/2053-1583/ab546f.
Wang J, Wang J, Song X, Qi S, Zhao M. Multifunctional electrocatalytic activity of coronene-based two-dimensional metal-organic frameworks: TM-PTC. Appl Surf Sci. 2020;511: 145393. https://doi.org/10.1016/j.apsusc.2020.145393.
Liu XY, Li G, Liu JW, Zhao JX. Transition metal atoms anchored on square graphyne as multifunctional electrocatalysts: a computational investigation. Mol Catal. 2022;531:112706. https://doi.org/10.1016/j.mcat.2022.112706.
Qiao B, Wang A, Yang X, Allard LF, Jiang Z, Cui Y, Liu J, Li J, Zhang T. Single-atom catalysis of CO oxidation using Pt1/FeOx. Nat Chem. 2011;3(8):634. https://doi.org/10.1038/nchem.1095.
Ma D, Zeng Z, Liu L, Jia Y. Theoretical screening of the transition metal heteronuclear dimer anchored graphdiyne for electrocatalytic nitrogen reduction. J Energy Chem. 2021;54:501. https://doi.org/10.1016/j.jechem.2020.06.032.
Feng Y, Duan Y, Zou H, Ma J, Zhou K, Zhou X. Research status of single atom catalyst in hydrogen production by photocatalytic water splitting. Chin J Rare Met. 2021;45(5):551. https://doi.org/10.13373/j.cnki.cjrm.XY20090007.
Zhu C, Fu S, Shi Q, Du D, Lin Y. Single-atom electrocatalysts. Angew Chem Int Ed. 2017;56(45):13944. https://doi.org/10.1002/anie.201703864.
Wei ZX, Zhu YT, Liu JY, Zhang ZC, Hu WP, Xu H, Feng YZ, Ma JM. Recent advance in single-atom catalysis. Rare Met. 2021;40(4):767. https://doi.org/10.1007/s12598-020-01592-1.
Tao H, Choi C, Ding LX, Jiang Z, Han Z, Jia M, Fan Q, Gao Y, Wang H, Robertson AW. Nitrogen fixation by Ru single-atom electrocatalytic reduction. Chem. 2019;5(1):204. https://doi.org/10.1016/j.chempr.2018.10.007.
He T, Matta SK, Will G, Du A. Transition-metal single atoms anchored on graphdiyne as high-efficiency electrocatalysts for water splitting and oxygen reduction. Small Methods. 2019;3(9):1800419. https://doi.org/10.1002/smtd.201800419.
Du Z, Deng K, Kan E, Zhan C. Exploring the catalytic activity of graphene-based TM-NxC4-x single atom catalysts for oxygen reduction reaction via density functional theory calculation. Phys Chem Chem Phys. 2023;25(20):13913. https://doi.org/10.1039/D3CP01168B.
Sikam P, Jitwatanasirikul T, Roongcharoen T, Yodsin N, Meeprasert J, Takahashi K, Namuangruk S. Understanding the interaction between transition metal doping and ligand atoms of ZnS and ZnO monolayers to promote the CO2 reduction reaction. Phys Chem Chem Phys. 2022;24(21):12909. https://doi.org/10.1039/D2CP00878E.
Feng Z, Su G, Ding H, Ma Y, Li Y, Tang Y, Dai X. Atomic alkali metal anchoring on graphdiyne as single-atom catalysts for capture and conversion of CO2 to HCOOH. Mol Catal. 2020;494: 111142. https://doi.org/10.1016/j.mcat.2020.111142.
Niu H, Zhang Z, Wang X, Wan X, Shao C, Guo Y. Theoretical insights into the mechanism of selective nitrate-to-ammonia electroreduction on single-atom catalysts. Adv Funct Mater. 2021;31(11):2008533. https://doi.org/10.1002/adfm.202008533.
He CZ, Zhang YX, Wang J, Fu L. Anchor single atom in h-BN assist NO synthesis NH3: a computational view. Rare Met. 2022;41(10):3456. https://doi.org/10.1007/s12598-022-02059-1.
Chen ZW, Chen LX, Yang CC, Jiang Q. Atomic (single, double, and triple atoms) catalysis: frontiers, opportunities, and challenges. J Mater Chem A. 2019;7(8):3492. https://doi.org/10.1039/C8TA11416A.
He T, Zhang L, Kour G, Du A. Electrochemical reduction of carbon dioxide on precise number of Fe atoms anchored graphdiyne. J CO2 Util. 2020;37:272. https://doi.org/10.1016/j.jcou.2019.12.025.
Tian S, Wang B, Gong W, He Z, Xu Q, Chen W, Zhang Q, Zhu Y, Yang J, Fu Q. Dual-atom Pt heterogeneous catalyst with excellent catalytic performances for the selective hydrogenation and epoxidation. Nat Commun. 2021;12(1):3181. https://doi.org/10.1038/s41467-021-23517-x.
Lv C, Cheng H, He W, Shah MIA, Xu C, Meng X, Jiao L, Wei S, Li J, Liu L. Pd3 cluster catalysis: compelling evidence from in operando spectroscopic, kinetic, and density functional theory studies. Nano Res. 2016;9:2544. https://doi.org/10.1007/s12274-016-1140-8.
Liu C, Yang B, Tyo E, Seifert S, DeBartolo J, Von Issendorff B, Zapol P, Vajda S, Curtiss LA. Carbon dioxide conversion to methanol over size-selected Cu4 clusters at low pressures. J Am Chem Soc. 2015;137(27):8676. https://doi.org/10.1007/s12274-016-1140-8.
Zhao Y, Tang H, Yang N, Wang D. Graphdiyne: recent achievements in photo-and electrochemical conversion. Adv Sci. 2018;5(12):1800959. https://doi.org/10.1002/advs.201800959.
Gao X, Liu H, Wang D, Zhang J. Graphdiyne: synthesis, properties, and applications. Chem Soc Rev. 2019;48(3):908. https://doi.org/10.1039/C8CS00773J.
Yu H, Xue Y, Li Y. Graphdiyne and its assembly architectures: synthesis, functionalization, and applications. Adv Mater. 2019;31(42):1803101. https://doi.org/10.1002/adma.201803101.
Shi G, Xie Y, Du L, Fan Z, Chen X, Fu X, Xie W, Wang M, Yuan M. Stabilization of cobalt clusters with graphdiyne enabling efficient overall water splitting. Nano Energy. 2020;74:104852. https://doi.org/10.1016/j.nanoen.2020.104852.
Gao Y, Xue Y, Qi L, Xing C, Zheng X, He F, Li Y. Rhodium nanocrystals on porous graphdiyne for electrocatalytic hydrogen evolution from saline water. Nat Commun. 2022;13(1):5227. https://doi.org/10.1038/s41467-022-32937-2.
Fang Y, Xue Y, Hui L, Chen X, Li Y. High-loading metal atoms on graphdiyne for efficient nitrogen fixation to ammonia. J Mater Chem A. 2022;10(11):6073. https://doi.org/10.1039/D1TA08241H.
Xing DH, Xu CQ, Wang YG, Li J. Heterogeneous single-cluster catalysts for selective semihydrogenation of acetylene with graphdiyne-supported triatomic clusters. J Phys Chem C. 2019;123(16):10494. https://doi.org/10.1021/acs.jpcc.9b02029.
Ma D, Zeng Z, Liu L, Huang X, Jia Y. Computational evaluation of electrocatalytic nitrogen reduction on TM single-, double-, and triple-atom catalysts (TM= Mn, Fe Co, Ni) based on graphdiyne monolayers. J Phys Chem C. 2019;123(31):19066. https://doi.org/10.1021/acs.jpcc.9b05250.
Yang M, Wang Z, Jiao D, Tian Y, Shang Y, Yin L, Cai Q, Zhao J. Tuning precise numbers of supported nickel clusters on graphdiyne for efficient CO2 electroreduction toward various multi-carbon products. J Energy Chem. 2022;69:456. https://doi.org/10.1016/j.jechem.2022.01.023.
Perdew JP, Burke K, Ernzerhof M. Generalized gradient approximation made simple. Phys Rev Lett. 1996;77(18):3865. https://doi.org/10.1103/PhysRevLett.77.3865.
Kresse G, Hafner J. Ab initio molecular dynamics for liquid metals. Phys Rev B. 1993;47(1):558. https://doi.org/10.1103/PhysRevB.47.558.
Kresse G, Hafner J. Ab initio molecular-dynamics simulation of the liquid-metal-amorphous-semiconductor transition in germanium. Phys Rev B. 1994;49(20):14251. https://doi.org/10.1103/PhysRevB.49.14251.
Wu X, Vargas M, Nayak S, Lotrich V, Scoles G. Towards extending the applicability of density functional theory to weakly bound systems. J Chem Phys. 2001;115(19):8748. https://doi.org/10.1063/1.1412004.
Grimme S. Semiempirical GGA-type density functional constructed with a long-range dispersion correction. J Comput Chem. 2006;27(15):1787. https://doi.org/10.1002/jcc.20495.
Blöchl PE. Projector augmented-wave method. Phys Rev B. 1994;50(24):17953. https://doi.org/10.1103/PhysRevB.50.17953.
Kresse G, Joubert D. From ultrasoft pseudopotentials to the projector augmented-wave method. Phys Rev B. 1999;59(3):1758. https://doi.org/10.1103/PhysRevB.59.1758.
Henkelman G, Uberuaga BP, Jónsson H. A climbing image nudged elastic band method for finding saddle points and minimum energy paths. J Chem Phys. 2000;113(22):9901. https://doi.org/10.1063/1.1329672.
Nørskov JK, Rossmeisl J, Logadottir A, Lindqvist L, Kitchin JR, Bligaard T, Jonsson H. Origin of the overpotential for oxygen reduction at a fuel-cell cathode. J Phys Chem B. 2004;108(46):17886. https://doi.org/10.1021/jp047349j.
Xue Y, Huang B, Yi Y, Guo Y, Zuo Z, Li Y, Jia Z, Liu H, Li Y. Anchoring zero valence single atoms of nickel and iron on graphdiyne for hydrogen evolution. Nat Commun. 2018;9(1):1460. https://doi.org/10.1038/s41467-018-03896-4.
Yu H, Xue Y, Huang B, Hui L, Zhang C, Fang Y, Liu Y, Zhao Y, Li Y, Liu H. Ultrathin nanosheet of graphdiyne-supported palladium atom catalyst for efficient hydrogen production. IScience. 2019;11:31. https://doi.org/10.1016/j.isci.2018.12.006.
Gao Y, Cai Z, Wu X, Lv Z, Wu P, Cai C. Graphdiyne-supported single-atom-sized Fe catalysts for the oxygen reduction reaction: DFT predictions and experimental validations. ACS Catal. 2018;8(11):10364. https://doi.org/10.1021/acscatal.8b02360.
Hui L, Xue Y, Yu H, Liu Y, Fang Y, Xing C, Huang B, Li Y. Highly efficient and selective generation of ammonia and hydrogen on a graphdiyne-based catalyst. J Am Chem Soc. 2019;141(27):10677. https://doi.org/10.1021/jacs.9b03004.
Zhang Y, Li J, Zhou L, Xiang S. A theoretical study on the chemical bonding of 3d-transition-metal carbides. Solid State Commun. 2002;121(8):411. https://doi.org/10.1016/S0038-1098(02)00034-0.
Nørskov JK, Bligaard T, Logadottir A, Kitchin J, Chen JG, Pandelov S, Stimming U. Trends in the exchange current for hydrogen evolution. J Electrochem Soc. 2005;152(3):J23. https://doi.org/10.1149/1.1856988.
Antolini E. Iridium as catalyst and cocatalyst for oxygen evolution/reduction in acidic polymer electrolyte membrane electrolyzers and fuel cells. ACS Catal. 2014;4(5):1426. https://doi.org/10.1021/cs4011875.
Cherevko S, Geiger S, Kasian O, Kulyk N, Grote JP, Savan A, Shrestha BR, Merzlikin S, Breitbach B, Ludwig A. Oxygen and hydrogen evolution reactions on Ru, RuO2, Ir, and IrO2 thin film electrodes in acidic and alkaline electrolytes: a comparative study on activity and stability. Catal Today. 2016;262:170. https://doi.org/10.1016/j.cattod.2015.08.014.
Bing Y, Liu H, Zhang L, Ghosh D, Zhang J. Nanostructured Pt-alloy electrocatalysts for PEM fuel cell oxygen reduction reaction. Chem Soc Rev. 2010;39(6):2184. https://doi.org/10.1039/B912552C.
Stamenkovic VR, Fowler B, Mun BS, Wang G, Ross PN, Lucas CA, Markovic NM. Improved oxygen reduction activity on Pt3Ni (111) via increased surface site availability. Science. 2007;315(5811):493. https://doi.org/10.1126/science.1135941.
Niu H, Wan X, Wang X, Shao C, Robertson J, Zhang Z, Guo Y. Single-atom rhodium on defective g-C3N4: a promising bifunctional oxygen electrocatalyst. ACS Sustain Chem Eng. 2021;9(9):3590. https://doi.org/10.1021/acssuschemeng.0c09192.
Chen Y, Zhang X, Qin J, Liu R. Transition metal atom doped Ni3S2 as efficient bifunctional electrocatalysts for overall water splitting: design strategy from DFT studies. Mol Catal. 2021;516: 111955. https://doi.org/10.1016/j.mcat.2021.111955.
Ku R, Yu G, Gao J, Huang X, Chen W. Embedding tetrahedral 3d transition metal TM4 clusters into the cavity of two-dimensional graphdiyne to construct highly efficient and nonprecious electrocatalysts for hydrogen evolution reaction. Phys Chem Chem Phys. 2020;22(6):3254. https://doi.org/10.1039/C9CP06057J.
Acknowledgements
This study was financially supported by Fundamental Research Funds for Heilongjiang Province universities (No. 2021-KYYWF-0184) and Harbin Normal University Graduate Student Innovation Project (No. HSDSSCX2023-30).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interests
The authors declare that they have no conflict of interest.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Liu, XY., Liu, JW., Li, G. et al. Transition metal clusters with precise numbers of atoms anchored on graphdiyne as multifunctional electrocatalysts for OER/ORR/HER: a computational study. Rare Met. (2024). https://doi.org/10.1007/s12598-023-02611-7
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12598-023-02611-7