Computational Design of Ni6@Pt1M31 Clusters for Multifunctional Electrocatalysts
Open accessAbstract
High-efficiency and low-cost multifunctional electrocatalysts for hydrogen evolution reaction (HERs), oxygen evolution reaction (OERs) and oxygen reduction reaction (ORRs) are important for the practical applications of regenerative fuel cells. The activity trends of core–shell Ni6@M32 and Ni6@Pt1M31 (M = Pt, Pd, Cu, Ag, Au) were investigated using the density functional theory (DFT). Rate constant calculations indicated that Ni6@Pt1Ag31 was an efficient HER catalyst. The Volmer–Tafel process was the kinetically favorable reaction pathway for Ni6@Pt1M31. The Volmer–Heyrovsky reaction mechanism was preferred for Ni6@M32. The Pt active site reduced the energy barrier and changed the reaction mechanism. The ORR and OER overpotentials of Ni6@Pt1Ag31 were calculated to be 0.12 and 0.33 V, indicating that Ni6@Pt1Ag31 could be a promising multifunctional electrocatalyst. Ni6@Pt1M31 core–shell clusters present abundant active sites with a moderate adsorption strength for *H, *O, *OH and *OOH. The present study shows that embedding a single Pt atom onto a Ni@M core–shell cluster is a rational strategy for designing an effective multifunctional electrocatalyst.
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Current synthesis of Pt-rich shell electrocatalysts presents challenges such as intricate fabrication steps, the use of organic solvents, and stringent operating conditions.
“Nonetheless, the current synthesis of Pt-rich shell electrocatalysts presents challenges such as intricate fabrication steps, the use of organic solvents, and stringent operating conditions [16,17].”
From Controllable synthesis of Pt-rich shell/Mx core [M = Ni, Fe, Co] metal aerogels as efficient electrocatalysts for hydrogen evolution reaction (2025) · cites this paper as [17]
The Introduction discusses core–shell electrocatalysts and identifies the high price and scarcity of noble metals as barriers, but it does not describe difficulties in synthesizing Pt-rich shells. Searches for fabrication complexity, organic solvents, and stringent operating conditions found no passage addressing those claims. No page numbers were supplied in our copy. (LLM, conf=0.76)
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Research works printed but not linked: 52
- [1]Gabbasa M. Sopian K. Fudholi A. Asim N. A Review of Unitized Regenerative Fuel Cell Stack: Material, Design and Research Achievements Int. J. Hydrogen Energy 2014 39 17765 17778 10.1016/j.ijhydene.2014.08.121 · DOI
- [2]Gewirth A.A. Varnell J.A. DiAscro A.M. Nonprecious Metal Catalysts for Oxygen Reduction in Heterogeneous Aqueous Systems Chem. Rev. 2018 118 2313 2339 10.1021/acs.chemrev.7b00335 29384375 · DOI
- [3]Wang J. Zhong H.X. Wang Z.L. Meng F.L. Zhang X.B. Integrated Three-Dimensional Carbon Paper/Carbon Tubes/Cobalt-Sulfide Sheets as an Efficient Electrode for Overall Water Splitting ACS Nano 2016 10 2342 2348 10.1021/acsnano.5b07126 26783885 · DOI
- [4]Reier T. Oezaslan M. Strasser P. Electrocatalytic Oxygen Evolution Reaction (OER) on Ru, Ir, and Pt Catalysts: A Comparative Study of Nanoparticles and Bulk Materials ACS Catal. 2012 2 1765 1772 10.1021/cs3003098 · DOI
- [5]Suen N.T. Hung S.F. Quan Q. Zhang N. Xu Y.J. Chen H.M. Electrocatalysis for the Oxygen Evolution Reaction: Recent Development and Future Perspectives Chem. Soc. Rev. 2017 46 337 365 10.1039/C6CS00328A 28083578 · DOI · Paper page
- [6]Stoerzinger K.A. Diaz-Morales O. Kolb M. Rao R.R. Frydendal R. Qiao L. Wang X.R. Halck N.B. Rossmeisl J. Hansen H.A. Orientation-Dependent Oxygen Evolution on RuO2 without Lattice Exchange ACS Energy Lett. 2017 2 876 881 10.1021/acsenergylett.7b00135 · DOI
- [7]Tian X. Zhao X. Su Y.Q. Wang L. Wang H. Dang D. Chi B. Liu H. Hensen E.J.M. Lou X.W.D. Engineering Bunched Pt-Ni Alloy Nanocages for Efficient Oxygen Reduction in Practical Fuel Cells Science 2019 366 850 856 10.1126/science.aaw7493 31727830 · DOI
- [8]Sealy C. The Problem with Platinum Mater. Today 2008 11 65 68 10.1016/S1369-7021(08)70254-2 · DOI
- [9]Jiao Y. Zheng Y. Jaroniec M. Qiao S.Z. Design of Electrocatalysts for Oxygen- and Hydrogen-Involving Energy Conversion Reactions Chem. Soc. Rev. 2015 44 2060 2086 10.1039/C4CS00470A 25672249 · DOI · Paper page
- [10]Montoya J.H. Seitz L.C. Chakthranont P. Vojvodic A. Jaramillo T.F. Norskov J.K. Materials for Solar Fuels and Chemicals Nat. Mater. 2016 16 70 81 10.1038/nmat4778 27994241 · DOI
- [11]Anantharaj S. Ede S.R. Sakthikumar K. Karthick K. Mishra S. Kundu S. Recent Trends and Perspectives in Electrochemical Water Splitting with an Emphasis on Sulfide, Selenide, and Phosphide Catalysts of Fe, Co, and Ni: A Review ACS Catal. 2016 6 8069 8097 10.1021/acscatal.6b02479 · DOI · Paper page
- [12]Reier T. Nong H.N. Teschner D. Schlögl R. Strasser P. Electrocatalytic Oxygen Evolution Reaction in Acidic Environments—Reaction Mechanisms and Catalysts Adv. Energy Mater. 2017 7 1601275 10.1002/aenm.201601275 · DOI · Paper page
- [13]Yu F.Y. Lang Z.L. Yin L.Y. Feng K. Xia Y.J. Tan H.Q. Zhu H.T. Zhong J. Kang Z.H. Li Y.G. Pt-O Bond as an Active Site Superior to Pt0 in Hydrogen Evolution Reaction Nat. Commun. 2020 11 490 10.1038/s41467-019-14274-z 31980657 PMC6981163 · DOI
- [14]Kulkarni A. Siahrostami S. Patel A. Norskov J.K. Understanding Catalytic Activity Trends in the Oxygen Reduction Reaction Chem. Rev. 2018 118 2302 2312 10.1021/acs.chemrev.7b00488 29405702 · DOI
- [15]Seh Z.W. Kibsgaard J. Dickens C.F. Chorkendorff I. Norskov J.K. Jaramillo T.F. Combining Theory and Experiment in Electrocatalysis: Insights into Materials Design Science 2017 355 eaad4998 10.1126/science.aad4998 28082532 · DOI · Paper page
- [16]Yang H. Platinum-Based Electrocatalysts with Core-Shell Nanostructures Angew. Chem. Int. Ed. Engl. 2011 50 2674 2676 10.1002/anie.201005868 21341347 · DOI
- [17]Zhu B. Lu J. Sakaki S. Catalysis of Core-Shell Nanoparticle M@Pt (M = Co and Ni) for Oxygen Reduction Reaction and Its Electronic Structure in Comparison to Pt Nanoparticle J. Catal. 2021 397 13 26 10.1016/j.jcat.2021.02.031 · DOI
- [18]Park H.U. Park A.H. Shi W. Park G.G. Kwon Y.U. Ternary Core-Shell PdM@Pt (M = Mn and Fe) Nanoparticle Electrocatalysts with Enhanced ORR Catalytic Properties Ultrason. Sonochem. 2019 58 104673 10.1016/j.ultsonch.2019.104673 31554145 · DOI
- [20]Ball S.C. Burton S.L. Fisher J. O’Malley R. Tessier B.C. Theobald B. Thompsett D. Zhou W.-P. Su D. Zhu Y. Structure and Activity of Novel Pt Core-Shell Catalysts for the Oxygen Reduction Reaction ECS Trans. 2009 25 1023 1036 10.1149/1.3210655 · DOI
- [21]Chen Y.-M. Liang Z.-X. Chen S.-L. Synthesis and Electrocatalytic Properties of Ni-Pd/C Catalysts with Pd-Enriched Surface J. Electrochem. 2009 15 371 376 10.61558/2993-074X.2010 · DOI
- [22]Lin Y. Pan Y. Liu S. Sun K. Cheng Y. Liu M. Wang Z. Li X. Zhang J. Construction of Multi-Dimensional Core/Shell Ni/Nicop Nano-Heterojunction for Efficient Electrocatalytic Water Splitting Appl. Catal. B 2019 259 118039 10.1016/j.apcatb.2019.118039 · DOI
- [23]Ma W. Xie M. Xie S. Wei L. Cai Y. Zhang Q. Wang Y. Nickel and Indium Core-Shell co-Catalysts Loaded Silicon Nanowire Arrays for Efficient Photoelectrocatalytic Reduction of CO2 to Formate J. Energy Chem. 2021 54 422 428 10.1016/j.jechem.2020.06.023 · DOI
- [24]Seok S. Choi M. Lee Y. Jang D. Shin Y. Kim Y.-H. Jo C. Park S. Ni Nanoparticles on Ni Core/N-Doped Carbon Shell Heterostructures for Electrocatalytic Oxygen Evolution ACS Appl. Nano Mater. 2021 4 9418 9429 10.1021/acsanm.1c01908 · DOI
- [25]Jiang J. Gao H. Lu S. Zhang X. Wang C.-Y. Wang W.-K. Yu H.-Q. Ni–Pd Core–Shell Nanoparticles with Pt-Like Oxygen Reduction Electrocatalytic Performance in Both Acidic and Alkaline Electrolytes J. Mater. Chem. A 2017 5 9233 9240 10.1039/C7TA01754E · DOI · Paper page
- [26]Leteba G.M. Mitchell D.R.G. Levecque P.B.J. van Steen E. Lang C.I. Topographical and Compositional Engineering of Core-Shell Ni@Pt ORR Electro-Catalysts RSC Adv. 2020 10 29268 29277 10.1039/D0RA05195K 35521089 PMC9055937 · DOI
- [27]Nair A.S. Pathak B. Computational Screening for ORR Activity of 3d Transition Metal Based M@Pt Core–Shell Clusters J. Phys. Chem. C 2019 123 3634 3644 10.1021/acs.jpcc.8b11483 · DOI
- [28]Wang A. Li J. Zhang T. Heterogeneous Single-Atom Catalysis Nat. Rev. Chem. 2018 2 65 81 10.1038/s41570-018-0010-1 · DOI
- [29]Qiao B. Wang A. Yang X. Allard L.F. Jiang Z. Cui Y. Liu J. Li J. Zhang T. Single-Atom Catalysis of Co Oxidation Using Pt1/FeOx Nat. Chem. 2011 3 634 641 10.1038/nchem.1095 21778984 · DOI · Paper page
- [30]Javed M.S. Zhang X. Ali S. Mateen A. Idrees M. Sajjad M. Batool S. Ahmad A. Imran M. Najam T. Heterostructured bimetallic–sulfide@ layered Ti3C2Tx–MXene as a synergistic electrode to realize high-energy-density aqueous hybrid-supercapacitor Nano Energy 2022 101 107624 10.1016/j.nanoen.2022.107624 · DOI
- [31]Shah S.S.A. Najam T. Bashir M.S. Peng L. Nazir M.A. Javed M.S. Single-atom catalysts for next-generation rechargeable batteries and fuel cells Energy Storage Mater. 2022 45 301 322 10.1016/j.ensm.2021.11.049 · DOI
- [32]Najam T. Shah SS A. Javed M.S. Chen P.T. Chuang C. Saad A. Cai X. Modulating the electronic structure of zinc single atom catalyst by P/N coordination and Co2P supports for efficient oxygen reduction in Zn-Air battery Chem. Eng. J. 2022 440 135928 10.1016/j.cej.2022.135928 · DOI
- [33]Talib S.H. Lu Z. Yu X. Ahmad K. Bashir B. Yang Z. Li J. Theoretical Inspection of M1/PMA Single-Atom Electrocatalyst: Ultra-High Performance for Water Splitting (HER/OER) and Oxygen Reduction Reactions (OER) ACS Catal. 2021 11 8929 8941 10.1021/acscatal.1c01294 · DOI
- [34]Zhao C. Tang Y. Yu C. Tan X. Banis M.N. Li S. Wan G. Huang H. Zhang L. Yang H. Insights into the Electronic Origin of Enhancing the Catalytic Activity of Co3o4 for Oxygen Evolution by Single Atom Ruthenium Nano Today 2020 34 100955 10.1016/j.nantod.2020.100955 · DOI
- [35]Zhang J. Liu J. Xi L. Yu Y. Chen N. Sun S. Wang W. Lange K.M. Zhang B. Single-Atom Au/NiFe Layered Double Hydroxide Electrocatalyst: Probing the Origin of Activity for Oxygen Evolution Reaction J. Am. Chem. Soc. 2018 140 3876 3879 10.1021/jacs.8b00752 29518310 · DOI
- [36]Sabatier P. Hydrogénations et déshydrogénations par catalyse Berichte Dtsch. Chem. Ges. 1911 44 1984 2001 10.1002/cber.19110440303 · DOI
- [37]Rossmeisl J. Qu Z.W. Zhu H. Kroes G.J. Nørskov J.K. Electrolysis of Water on Oxide Surfaces Electroanal. Chem. 2007 607 83 89 10.1016/j.jelechem.2006.11.008 · DOI
- [38]Wigner E.P. On the Quantum Correction for Thermodynamic Equilibrium Phys. Rev. 1932 40 749 759 10.1103/PhysRev.40.749 · DOI · Paper page
- [39]Nilsson A. Pettersson L.G.M. Hammer B. Bligaard T. Christensen C.H. Norskov J.K. The Electronic Structure Effect in Heterogeneous Catalysis Catal. Lett. 2005 100 111 114 10.1007/s10562-004-3434-9 · DOI
- [40]Kresse G. Hafner J. Ab Initio Molecular-Dynamics Simulation of the Liquid-Metal-Amorphous-Semiconductor Transition in Germanium Phys. Rev. B Condens. Matter. 1994 49 14251 14269 10.1103/PhysRevB.49.14251 10010505 · DOI
- [41]Kresse G. Furthmüller J. Efficiency of Ab-Initio Total Energy Calculations for Metals and Semiconductors Using a Plane-Wave Basis Set Comp. Mater. Sci. 1996 6 15 50 10.1016/0927-0256(96)00008-0 9984901 · DOI
- [42]Kresse G. Furthmuller J. Efficient Iterative Schemes for Ab Initio Total-Energy Calculations Using a Plane-Wave Basis Set Phys. Rev. B Condens. Matter. 1996 54 11169 11186 10.1103/PhysRevB.54.11169 9984901 · DOI · Paper page
- [43]Kresse G. Joubert D. From Ultrasoft Pseudopotentials to the Projector Augmented-Wave Method Phys. Rev. B 1999 59 1758 1775 10.1103/PhysRevB.59.1758 · DOI · Paper page
- [44]Blochl P.E. Projector Augmented-Wave Method Phys. Rev. B Condens. Matter. 1994 50 17953 17979 10.1103/PhysRevB.50.17953 9976227 · DOI · Paper page
- [45]Perdew J.P. Chevary J.A. Vosko S.H. Jackson K.A. Pederson M.R. Singh D.J. Fiolhais C. Atoms, Molecules, Solids, and Surfaces: Applications of the Generalized Gradient Approximation for Exchange and Correlation Phys. Rev. B Condens. Matter. 1992 46 6671 6687 10.1103/PhysRevB.46.6671 10002368 · DOI
- [46]Perdew J.P. Wang Y. Accurate and simple density functional for the electronic exchange energy: Generalized gradient approximation Phys. Rev. B 1986 33 8800 8802 10.1103/PhysRevB.33.8800 9938293 · DOI
- [47]Henkelman G. Jónsson H. A Dimer Method for Finding Saddle Points on High Dimensional Potential Surfaces Using Only First Derivatives J. Chem. Phys. 1999 111 7010 7022 10.1063/1.480097 · DOI
- [48]Bader R.F.W. Atoms in molecules Acc. Chem. Res. 1985 18 9 15 10.1021/ar00109a003 · DOI
- [49]Gennero de Chialvo M.R. Chialvo A.C. Kinetics of Hydrogen Evolution Reaction with Frumkin Adsorption: Re-Examination of the Volmer–Heyrovsky and Volmer–Tafel Routes Electrochim. Acta 1998 44 841 851 10.1016/S0013-4686(98)00233-3 · DOI
- [50]de Chialvo M.R.G. Chialvo A.C. Hydrogen Evolution Reaction: Analysis of the Volmer-Heyrovsky-Tafel Mechanism with a Generalized Adsorption Model Eelectroanal. Chem. 1994 372 209 223 10.1016/0022-0728(93)03043-O · DOI
- [51]Gopalakrishnan D. Lee A. Thangavel N.K. Reddy Arava L.M. Facile Synthesis of Electrocatalytically Active NbS2 Nanoflakes for an Enhanced Hydrogen Evolution Reaction (HER) Sustain. Energ. Fuels 2018 2 96 102 10.1039/C7SE00376E · DOI
- [52]Nørskov J.K. Bligaard T. Logadottir A. Kitchin J.R. Chen J.G. Pandelov S. Stimming U. Trends in the Exchange Current for Hydrogen Evolution J. Electrochem. Soc. 2005 152 J23 10.1149/1.1856988 · DOI · Paper page
- [53]Nørskov J.K. Rossmeisl J. Logadottir A. Lindqvist L. Kitchin J.R. Bligaard T. Jónsson H. Origin of the Overpotential for Oxygen Reduction at a Fuel-Cell Cathode J. Phys. Chem. B 2004 108 17886 17892 10.1021/jp047349j 39682080 · DOI · Paper page
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“There are three main strategies utilized in studies for this: (i) to form alloys with other metals, such as Pt [13,14] and Cu [15,16]; (ii) to dope main group elements, such as P [17,18] and N [19–21]; and (iii) to downsize to a cluster [22,23] or single atom [24,25].”
Method
- Authors
- Jia, J., & Tian, D.
- Affiliations
- Dalian University of Technology (CN)
- Corresponding author
- Tian, Dongxu
- ORCID
- Tian, Dongxu
- Venue
- Molecules
- Publisher
- MDPI AG
- Published
- 2023-11-13
- Volume
- 28
- Issue
- 22
- Pages
- 7563
- ISSN
- 1420-3049 (ISSN-L)
- PMC
- PMC10675175
- OpenAlex
- W4388630366
- Cited by
- 5
- References
- 53
- Citations by year
- 2026: 1 · 2024: 4
- FWCI
- 0.24
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Molecules (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Nature Science Foundation of China (91961204)
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Electrocatalysts for Energy Conversion
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › CO2 Reduction Techniques and Catalysts
- Physical Sciences › Materials Science › Materials Chemistry › Catalytic Processes in Materials Science
- Keywords
- core-shell clusters, multifunctional electrocatalysts, hydrogen evolution reaction, oxygen evolution reaction, oxygen reduction reaction, platinum single atoms, Volmer-Tafel mechanism, Volmer-Heyrovsky mechanism, reaction mechanism, overpotential, adsorption energy, regenerative fuel cells
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