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Single‐Atom Catalysts of Precious Metals for Electrochemical Reactions
Abstract
Single‐atom catalysts (SACs), in which metal atoms are dispersed on the support without forming nanoparticles, have been used for various heterogeneous reactions and most recently for electrochemical reactions. In this Minireview, recent examples of single‐atom electrocatalysts used for the oxygen reduction reaction (ORR), hydrogen oxidation reaction (HOR), hydrogen evolution reaction (HER), formic acid oxidation reaction (FAOR), and methanol oxidation reaction (MOR) are introduced. Many density functional theory (DFT) simulations have predicted that SACs may be effective for CO 2 reduction to methane or methanol production while suppressing H 2 evolution, and those cases are introduced here as well. Single atoms, mainly Pt single atoms, have been deposited on TiN or TiC nanoparticles, defective graphene nanosheets, N‐doped covalent triazine frameworks, graphitic carbon nitride, S‐doped zeolite‐templated carbon, and Sb‐doped SnO 2 surfaces. Scanning transmission electron microscopy, extended X‐ray absorption fine structure measurement, and in situ infrared spectroscopy have been used to detect the single‐atom structure and confirm the absence of nanoparticles. SACs have shown high mass activity, minimizing the use of precious metal, and unique selectivity distinct from nanoparticle catalysts owing to the absence of ensemble sites. Additional features that SACs should possess for effective electrochemical applications were also suggested.
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Citations
Cites
Single-atom catalysis of CO oxidation using Pt1/FeOx
Qiao, B., Wang, A., Yang, X., Allard, L. F., Jiang, Z., Cui, Y., Liu, J., Li, J., & Zhang, T. (2011) · Nature Chemistry · doi:10.1038/nchem.1095 · Cited by 7,526
Single-Atom Catalysts: A New Frontier in Heterogeneous Catalysis
Yang, X.-F., Wang, A., Qiao, B., Li, J., Liu, J., & Zhang, T. (2013) · Accounts of Chemical Research · doi:10.1021/ar300361m · Cited by 4,770
Single Cobalt Atoms with Precise N‐Coordination as Superior Oxygen Reduction Reaction Catalysts
Yin, P., Yao, T., Wu, Y., Zheng, L., Lin, Y., Liu, W., Ju, H., Zhu, J., Hong, X., Deng, Z., et al. (2016) · Angewandte Chemie International Edition · doi:10.1002/anie.201604802 · Cited by 2,251
Platinum single-atom and cluster catalysis of the hydrogen evolution reaction
Cheng, N., Stambula, S., Wang, D., Banis, M. N., Liu, J., Riese, A., Xiao, B., Li, R., Sham, T.-K., Liu, L.-M., et al. (2016) · Nature Communications · doi:10.1038/ncomms13638 · Cited by 2,072
Thermally stable single-atom platinum-on-ceria catalysts via atom trapping
Jones, J., Xiong, H., DeLaRiva, A. T., Peterson, E. J., Pham, H., Challa, S. R., Qi, G., Oh, S., Wiebenga, M. H., Pereira Hernández, X. I., et al. (2016) · Science · doi:10.1126/science.aaf8800 · Cited by 2,044
Non‐Noble Metal‐based Carbon Composites in Hydrogen Evolution Reaction: Fundamentals to Applications
Wang, J., Xu, F., Jin, H., Chen, Y., & Wang, Y. (2017) · Advanced Materials · doi:10.1002/adma.201605838 · Cited by 1,769
Isolated Metal Atom Geometries as a Strategy for Selective Heterogeneous Hydrogenations
Kyriakou, G., Boucher, M. B., Jewell, A. D., Lewis, E. A., Lawton, T. J., Baber, A. E., Tierney, H. L., Flytzani-Stephanopoulos, M., & Sykes, E. C. H. (2012) · Science · doi:10.1126/science.1215864 · Cited by 1,603
Enabling direct H2O2 production through rational electrocatalyst design
Siahrostami, S., Verdaguer-Casadevall, A., Karamad, M., Deiana, D., Malacrida, P., Wickman, B., Escudero-Escribano, M., Paoli, E. A., Frydendal, R., Hansen, T. W., et al. (2013) · Nature Materials · doi:10.1038/nmat3795 · Cited by 1,597
Recent Developments in the Synthesis of Supported Catalysts
Munnik, P., de Jongh, P. E., & de Jong, K. P. (2015) · Chemical Reviews · doi:10.1021/cr500486u · Cited by 1,528
Single‐Atom Pt as Co‐Catalyst for Enhanced Photocatalytic H2 Evolution
Li, X., Bi, W., Zhang, L., Tao, S., Chu, W., Zhang, Q., Luo, Y., Wu, C., & Xie, Y. (2016) · Advanced Materials · doi:10.1002/adma.201505281 · Cited by 1,426
Deng, J., Li, H., Xiao, J., Tu, Y., Deng, D., Yang, H., Tian, H., Li, J., Ren, P., & Bao, X. (2015) · Energy & Environmental Science · doi:10.1039/c5ee00751h · Cited by 1,340
Catalysis by Supported Single Metal Atoms
Liu, J. (2017) · ACS Catalysis · doi:10.1021/acscatal.6b01534 · Cited by 1,331
Support materials for PEMFC and DMFC electrocatalysts—A review
Sharma, S., & Pollet, B. G. (2012) · Journal of Power Sources · doi:10.1016/j.jpowsour.2012.02.011 · Cited by 1,206
Gao, G., Jiao, Y., Waclawik, E. R., & Du, A. (2016) · Journal of the American Chemical Society · doi:10.1021/jacs.6b02692 · Cited by 1,196
Recent advances in direct formic acid fuel cells (DFAFC)
Yu, X., & Pickup, P. G. (2008) · Journal of Power Sources · doi:10.1016/j.jpowsour.2008.03.075 · Cited by 1,108
Wei, H., Liu, X., Wang, A., Zhang, L., Qiao, B., Yang, X., Huang, Y., Miao, S., Liu, J., & Zhang, T. (2014) · Nature Communications · doi:10.1038/ncomms6634 · Cited by 1,099
Remarkable Performance of Ir1/FeOx Single-Atom Catalyst in Water Gas Shift Reaction
Lin, J., Wang, A., Qiao, B., Liu, X., Yang, X., Wang, X., Liang, J., Li, J., Liu, J., & Zhang, T. (2013) · Journal of the American Chemical Society · doi:10.1021/ja408574m · Cited by 980
Finding optimal surface sites on heterogeneous catalysts by counting nearest neighbors
Calle-Vallejo, F., Tymoczko, J., Colic, V., Vu, Q. H., Pohl, M. D., Morgenstern, K., Loffreda, D., Sautet, P., Schuhmann, W., & Bandarenka, A. S. (2015) · Science · doi:10.1126/science.aab3501 · Cited by 942
Single-atom Catalysis Using Pt/Graphene Achieved through Atomic Layer Deposition
Sun, S., Zhang, G., Gauquelin, N., Chen, N., Zhou, J., Yang, S., Chen, W., Meng, X., Geng, D., Banis, M. N., et al. (2013) · Scientific Reports · doi:10.1038/srep01775 · Cited by 914
Yang, S., Kim, J., Tak, Y. J., Soon, A., & Lee, H. (2016) · Angewandte Chemie International Edition · doi:10.1002/anie.201509241 · Cited by 899
Self-citationTuning selectivity of electrochemical reactions by atomically dispersed platinum catalyst
Choi, C. H., Kim, M., Kwon, H. C., Cho, S. J., Yun, S., Kim, H.-T., Mayrhofer, K. J. J., Kim, H., & Choi, M. (2016) · Nature Communications · doi:10.1038/ncomms10922 · Cited by 849
Self-citationVerdaguer-Casadevall, A., Deiana, D., Karamad, M., Siahrostami, S., Malacrida, P., Hansen, T. W., Rossmeisl, J., Chorkendorff, I., & Stephens, I. E. L. (2014) · Nano Letters · doi:10.1021/nl500037x · Cited by 723
Pei, G. X., Liu, X. Y., Wang, A., Lee, A. F., Isaacs, M. A., Li, L., Pan, X., Yang, X., Wang, X., Tai, Z., et al. (2015) · ACS Catalysis · doi:10.1021/acscatal.5b00700 · Cited by 686
Moses-DeBusk, M., Yoon, M., Allard, L. F., Mullins, D. R., Wu, Z., Yang, X., Veith, G., Stocks, G. M., & Narula, C. K. (2013) · Journal of the American Chemical Society · doi:10.1021/ja401847c · Cited by 602
Selective hydrogenation of 1,3-butadiene on platinum–copper alloys at the single-atom limit
Lucci, F. R., Liu, J., Marcinkowski, M. D., Yang, M., Allard, L. F., Flytzani-Stephanopoulos, M., & Sykes, E. C. H. (2015) · Nature Communications · doi:10.1038/ncomms9550 · Cited by 601
Wang, C., Gu, X.-K., Yan, H., Lin, Y., Li, J., Liu, D., Li, W.-X., & Lu, J. (2017) · ACS Catalysis · doi:10.1021/acscatal.6b02685 · Cited by 557
Back, S., Lim, J., Kim, N.-Y., Kim, Y.-H., & Jung, Y. (2017) · Chemical Science · doi:10.1039/c6sc03911a · Cited by 542
Dioxygen electrocatalysis: mechanisms in relation to catalyst structure
Yeager, E. (1986) · Journal of Molecular Catalysis · doi:10.1016/0304-5102(86)87045-6 · Cited by 534
Pei, G. X., Liu, X. Y., Yang, X., Zhang, L., Wang, A., Li, L., Wang, H., Wang, X., & Zhang, T. (2017) · ACS Catalysis · doi:10.1021/acscatal.6b03293 · Cited by 517
Ultrastable single-atom gold catalysts with strong covalent metal-support interaction (CMSI)
Qiao, B., Liang, J.-X., Wang, A., Xu, C.-Q., Li, J., Zhang, T., & Liu, J. J. (2015) · Nano Research · doi:10.1007/s12274-015-0796-9 · Cited by 516
Tackling CO Poisoning with Single-Atom Alloy Catalysts
Liu, J., Lucci, F. R., Yang, M., Lee, S., Marcinkowski, M. D., Therrien, A. J., Williams, C. T., Sykes, E. C. H., & Flytzani-Stephanopoulos, M. (2016) · Journal of the American Chemical Society · doi:10.1021/jacs.6b03339 · Cited by 511
Dynamic formation of single-atom catalytic active sites on ceria-supported gold nanoparticles
Wang, Y.-G., Mei, D., Glezakou, V.-A., Li, J., & Rousseau, R. (2015) · Nature Communications · doi:10.1038/ncomms7511 · Cited by 498
Single Cobalt Atoms with Precise N‐Coordination as Superior Oxygen Reduction Reaction Catalysts
Yin, P., Yao, T., Wu, Y., Zheng, L., Lin, Y., Liu, W., Ju, H., Zhu, J., Hong, X., Deng, Z., et al. (2016) · Angewandte Chemie · doi:10.1002/ange.201604802 · Cited by 466
Toward Rational Design of Oxide-Supported Single-Atom Catalysts: Atomic Dispersion of Gold on Ceria
Liu, J.-C., Wang, Y.-G., & Li, J. (2017) · Journal of the American Chemical Society · doi:10.1021/jacs.7b01602 · Cited by 447
Neurock, M., Janik, M., & Wieckowski, A. (2009) · Faraday Discuss. · doi:10.1039/b804591g · Cited by 444
Support Effects in Single-Atom Platinum Catalysts for Electrochemical Oxygen Reduction
Yang, S., Tak, Y. J., Kim, J., Soon, A., & Lee, H. (2017) · ACS Catalysis · doi:10.1021/acscatal.6b02899 · Cited by 442
Self-citationEffect of carbon black support corrosion on the durability of Pt/C catalyst
Wang, J., Yin, G., Shao, Y., Zhang, S., Wang, Z., & Gao, Y. (2007) · Journal of Power Sources · doi:10.1016/j.jpowsour.2007.06.084 · Cited by 441
Wang, L., Zhang, W., Wang, S., Gao, Z., Luo, Z., Wang, X., Zeng, R., Li, A., Li, H., Wang, M., et al. (2016) · Nature Communications · doi:10.1038/ncomms14036 · Cited by 403
Single atom alloy surface analogs in Pd0.18Cu15 nanoparticles for selective hydrogenation reactions
Boucher, M. B., Zugic, B., Cladaras, G., Kammert, J., Marcinkowski, M. D., Lawton, T. J., Sykes, E. C. H., & Flytzani-Stephanopoulos, M. (2013) · Physical Chemistry Chemical Physics · doi:10.1039/c3cp51538a · Cited by 336
Kamiya, K., Kamai, R., Hashimoto, K., & Nakanishi, S. (2014) · Nature Communications · doi:10.1038/ncomms6040 · Cited by 334
Kistler, J. D., Chotigkrai, N., Xu, P., Enderle, B., Praserthdam, P., Chen, C., Browning, N. D., & Gates, B. C. (2014) · Angewandte Chemie International Edition · doi:10.1002/anie.201403353 · Cited by 305
Zhu, C., Fu, S., Song, J., Shi, Q., Su, D., Engelhard, M. H., Li, X., Xiao, D., Li, D., Estevez, L., et al. (2017) · Small · doi:10.1002/smll.201603407 · Cited by 292
Su, P., Iwase, K., Nakanishi, S., Hashimoto, K., & Kamiya, K. (2016) · Small · doi:10.1002/smll.201602158 · Cited by 276
Zhang, L., Wang, A., Miller, J. T., Liu, X., Yang, X., Wang, W., Li, L., Huang, Y., Mou, C.-Y., & Zhang, T. (2014) · ACS Catalysis · doi:10.1021/cs500071c · Cited by 269
Iwase, K., Yoshioka, T., Nakanishi, S., Hashimoto, K., & Kamiya, K. (2015) · Angewandte Chemie International Edition · doi:10.1002/anie.201503637 · Cited by 258
Li, F., Li, Y., Zeng, X. C., & Chen, Z. (2015) · ACS Catalysis · doi:10.1021/cs501790v · Cited by 248
Cheng, M.-J., Clark, E. L., Pham, H. H., Bell, A. T., & Head-Gordon, M. (2016) · ACS Catalysis · doi:10.1021/acscatal.6b01393 · Cited by 233
Back, S., & Jung, Y. (2017) · ACS Energy Letters · doi:10.1021/acsenergylett.7b00152 · Cited by 228
Controlling Hydrogen Activation, Spillover, and Desorption with Pd–Au Single-Atom Alloys
Lucci, F. R., Darby, M. T., Mattera, M. F. G., Ivimey, C. J., Therrien, A. J., Michaelides, A., Stamatakis, M., & Sykes, E. C. H. (2016) · The Journal of Physical Chemistry Letters · doi:10.1021/acs.jpclett.5b02400 · Cited by 224
Highly Durable Platinum Single‐Atom Alloy Catalyst for Electrochemical Reactions
Kim, J., Roh, C., Sahoo, S. K., Yang, S., Bae, J., Han, J. W., & Lee, H. (2018) · Advanced Energy Materials · doi:10.1002/aenm.201701476 · Cited by 207
Self-citationChristophe, J., Doneux, T., & Buess-Herman, C. (2012) · Electrocatalysis · doi:10.1007/s12678-012-0095-0 · Cited by 193
Single-Atom Alloy Pd–Ag Catalyst for Selective Hydrogenation of Acrolein
Aich, P., Wei, H., Basan, B., Kropf, A. J., Schweitzer, N. M., Marshall, C. L., Miller, J. T., & Meyer, R. (2015) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.5b01357 · Cited by 192
Selective Formic Acid Dehydrogenation on Pt-Cu Single-Atom Alloys
Marcinkowski, M. D., Liu, J., Murphy, C. J., Liriano, M. L., Wasio, N. A., Lucci, F. R., Flytzani-Stephanopoulos, M., & Sykes, E. C. H. (2017) · ACS Catalysis · doi:10.1021/acscatal.6b02772 · Cited by 176
H2 Activation and Spillover on Catalytically Relevant Pt–Cu Single Atom Alloys
Lucci, F. R., Marcinkowski, M. D., Lawton, T. J., & Sykes, E. C. H. (2015) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.5b05562 · Cited by 172
An oxidation-resistant indium tin oxide catalyst support for proton exchange membrane fuel cells
Chhina, H., Campbell, S., & Kesler, O. (2006) · Journal of Power Sources · doi:10.1016/j.jpowsour.2006.05.014 · Cited by 168
Kamai, R., Kamiya, K., Hashimoto, K., & Nakanishi, S. (2016) · Angewandte Chemie International Edition · doi:10.1002/anie.201607741 · Cited by 159
Yang, S., & Lee, H. (2013) · ACS Catalysis · doi:10.1021/cs300809j · Cited by 133
Self-citationSingle‐Atom Catalysis in Mesoporous Photovoltaics: The Principle of Utility Maximization
Shi, Y., Zhao, C., Wei, H., Guo, J., Liang, S., Wang, A., Zhang, T., Liu, J., & Ma, T. (2014) · Advanced Materials · doi:10.1002/adma.201402978 · Cited by 132
He, H., & Jagvaral, Y. (2017) · Physical Chemistry Chemical Physics · doi:10.1039/c7cp00915a · Cited by 117
Zhang, R., Lee, T., Yu, B.-D., Stampfl, C., & Soon, A. (2012) · Physical Chemistry Chemical Physics · doi:10.1039/c2cp41392b · Cited by 113
He, F., Li, K., Yin, C., Wang, Y., Tang, H., & Wu, Z. (2016) · Carbon · doi:10.1016/j.carbon.2016.12.061 · Cited by 106
Yang, S., Kim, J., Tak, Y. J., Soon, A., & Lee, H. (2015) · Angewandte Chemie · doi:10.1002/ange.201509241 · Cited by 106
Self-citationPt/Sn Intermetallic, Core/Shell and Alloy Nanoparticles: Colloidal Synthesis and Structural Control
Wang, X., Altmann, L., Stöver, J., Zielasek, V., Bäumer, M., Al‐Shamery, K., Borchert, H., Parisi, J., & Kolny‐Olesiak, J. (2012) · Chemistry of Materials · doi:10.1021/cm302077w · Cited by 104
Preparation, Structure, and Surface Chemistry of Ni–Au Single Atom Alloys
Wang, Z.-T., Darby, M. T., Therrien, A. J., El-Soda, M., Michaelides, A., Stamatakis, M., & Sykes, E. C. H. (2016) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.6b03473 · Cited by 85
Friebel, D., Mbuga, F., Rajasekaran, S., Miller, D. J., Ogasawara, H., Alonso‐Mori, R., Sokaras, D., Nordlund, D. L., Weng, T., & Nilsson, A. (2014) · The Journal of Physical Chemistry C · doi:10.1021/jp412000j · Cited by 84
Cao, X., Ji, Y., & Luo, Y. (2014) · The Journal of Physical Chemistry C · doi:10.1021/jp508625b · Cited by 73
Long, B., Tang, Y., & Li, J. (2016) · Nano Research · doi:10.1007/s12274-016-1256-x · Cited by 72
Catalytic activity of Pd-doped Cu nanoparticles for hydrogenation as a single-atom-alloy catalyst
Cao, X., Fu, Q., & Luo, Y. (2014) · Physical Chemistry Chemical Physics · doi:10.1039/c4cp00399c · Cited by 69
Poh, C. K., Lim, S. H., Lin, J., & Feng, Y. P. (2014) · The Journal of Physical Chemistry C · doi:10.1021/jp4070328 · Cited by 61
Chan, A. W. E., Hoffmann, R., & Ho, W. (1992) · Langmuir · doi:10.1021/la00040a017 · Cited by 56
First-principles understanding of durable titanium nitride (TiN) electrocatalyst supports
Kwon, J. A., Kim, M., Shin, D. Y., Kim, J. Y., & Lim, D. (2017) · Journal of Industrial and Engineering Chemistry · doi:10.1016/j.jiec.2017.01.008 · Cited by 49
Self-citationKistler, J. D., Chotigkrai, N., Xu, P., et al. (2014) · Angewandte Chemie · doi:10.1002/ange.201403353 · Cited by 49
Silva, J. C. M., Piasentin, R. M., Spinace, E. V., Neto, A. O., & Baranova, E. A. (2016) · Materials Chemistry and Physics · doi:10.1016/j.matchemphys.2016.05.047 · Cited by 42
Luo, L., Zhang, L., Duan, Z., Lapp, A. S., Henkelman, G., & Crooks, R. M. (2016) · ACS Nano · doi:10.1021/acsnano.6b04448 · Cited by 42
Iwase, K., Yoshioka, T., Nakanishi, S., Hashimoto, K., & Kamiya, K. (2015) · Angewandte Chemie · doi:10.1002/ange.201503637 · Cited by 36
Surface-specific overgrowth of platinum on shaped gold nanocrystals
Min, M., Kim, C., Yang, Y. I., Yi, J., & Lee, H. (2009) · Physical Chemistry Chemical Physics · doi:10.1039/b912962f · Cited by 34
Self-citationKamai, R., Kamiya, K., Hashimoto, K., & Nakanishi, S. (2016) · Angewandte Chemie · doi:10.1002/ange.201607741 · Cited by 34
Kim, J., Yang, S., & Lee, H. (2016) · Electrochemistry Communications · doi:10.1016/j.elecom.2016.03.007 · Cited by 27
Self-citationA distinct platinum growth mode on shaped gold nanocrystals
Yang, S., Park, N.-Y., Han, J. W., Kim, C., Lee, S., & Lee, H. (2011) · Chemical Communications · doi:10.1039/c1cc16204g · Cited by 17
Self-citationSims, C. M., Ponce, A. A., Gaskell, K. J., & Eichhorn, B. W. (2014) · Dalton Transactions · doi:10.1039/c4dt02544j · Cited by 9
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The Multifaceted Reactivity of Single‐Atom Heterogeneous Catalysts
Mitchell, S., Vorobyeva, E., & Pérez‐Ramírez, J. (2018) · Angewandte Chemie International Edition · doi:10.1002/anie.201806936 · Cited by 348
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Metadata
- Authors
- Kim, J., Kim, H., & Lee, H.
- Venue
- ChemSusChem
- Publisher
- Wiley
- Published
- 2017-10-10
- Volume
- 11
- Issue
- 1
- Pages
- 104-113
- ISSN
- 1864-5631 (ISSN-L)
- 1864-564X
- OpenAlex
- W2756103432
- Cited by
- 282
- References
- 81
- FWCI
- 6.83
- Type
- journal article
- Language
- en
- Open access
- closed
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