Skip to main content

Electrochemical area of graphene-supported metal nanoparticles from an atomistic approach

Abstract

In electrochemical catalysis, parameters such as current, resistance, or capacitance must be referred to the electrochemically exposed area, otherwise they lack physical sense. For this reason it is necessary to know this exposed area as accurately as possible. Although there are several experimental methods to estimate the electrochemically exposed area, these are usually not suitable for different metals and present large errors in measurements, for example when two or more metals are mixed. Moreover, the technical difficulties of carrying out this type of measure mean that it is often necessary to resort to approximations with great error, such as the spherical approach, with the aim of having an approximate value of the area. In this work, Molecular Dynamics simulations were performed to study the morphology of graphene-supported nanoparticles. A method for the calculation of the electrochemically active surface area is proposed and tested for Pt, Au, and Pt/Au nanoalloys. These results are compared with existent experimental data and a model is proposed for the calculation of the electrochemically active area for supported nanoparticles of different sizes.

Graphic abstract

This is a preview of subscription content, access via your institution.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

References

  1. Sinigaglia T, Lewiski F, Martins ME, Siluk JC (2017) Production, storage, fuel stations of hydrogen and its utilization in automotive applications-a review. Int J Hydrogen Energy 42(39):24597–24611

    CAS  Google Scholar 

  2. Li M, Bai Y, Zhang C, Song Y, Jiang Shangfeng, Grouset Didier, Zhang Mingjun (2019) Review on the research of hydrogen storage system fast refueling in fuel cell vehicle. Int J Hydrogen Energy 44(21):10677–10693

    CAS  Google Scholar 

  3. Ong BC, Kamarudin SK, Basri S (2017) Direct liquid fuel cells: a review. Int J Hydrogen Energy 42(15):10142–10157

    CAS  Google Scholar 

  4. Samad S, Loh KS, Wong WY, Lee TK, Sunarso Jaka, Chong Seng Tong, Daud Wan Ramli Wan (2018) Carbon and non-carbon support materials for platinum-based catalysts in fuel cells. Int J Hydrogen Energy 43(16):7823–7854

    CAS  Google Scholar 

  5. Liu XY, Wang A, Zhang T, Mou C-Y (2013) Catalysis by gold: new insights into the support effect. Nano Today 8(4):403–416

    CAS  Google Scholar 

  6. Jung N, Chung DY, Ryu J, Yoo SJ, Sung Yung-Eun (2014) Pt-based nanoarchitecture and catalyst design for fuel cell applications. Nano Today 9(4):433–456

    CAS  Google Scholar 

  7. Cappellari PS, Baena-Moncada AM, Coneo-Rodríguez R, Moreno MS, Barbero Cesar A, Planes Gabriel A (2019) Catalytic enhancement of formic acid electro-oxidation through surface modifications with gold on supported pt nanoparticles. Int J Hydrogen Energy 44(3):1967–1972

    CAS  Google Scholar 

  8. Wang Y-J, Fang B, Li H, Bi XT, Wang Haijiang (2016) Progress in modified carbon support materials for pt and pt-alloy cathode catalysts in polymer electrolyte membrane fuel cells. Progr Mater Sci 82:445–498

    CAS  Google Scholar 

  9. Pérez-Rodríguez S, Pastor E, Lázaro MJ (2018) Electrochemical behavior of the carbon black vulcan xc-72r: influence of the surface chemistry. Int J Hydrogen Energy 43(16):7911–7922

    Google Scholar 

  10. Geim AK, Novoselov KS (2007) The rise of graphene. Nat Mater 6(83):183–191

    CAS  Google Scholar 

  11. Kaplan BY, Haghmoradi N, Biçer E, Merino C, Gürsel Selmiye Alkan (2018) High performance electrocatalysts supported on graphene based hybrids for polymer electrolyte membrane fuel cells. Int J Hydrogen Energy 43(52):23221–23230

    Google Scholar 

  12. Rost U, Brodmann M, Zekorn B, Peinecke V, Radev I, Podleschny P (2017) Pem fuel cell electrode preparation using oxygen plasma treated graphene related material serving as catalyst support for platinum nanoparticles. Mater Today 4:S249–S252

    Google Scholar 

  13. Stevens DA, Zhang S, Chen Z, Dahn JR (2003) On the determination of platinum particle size in carbon-supported platinum electrocatalysts for fuel cell applications. Carbon 41(14):2769–2777

    CAS  Google Scholar 

  14. Maillard F, Martin M, Gloaguen F, Léger J-M (2002) Oxygen electroreduction on carbon-supported platinum catalysts. Particle-size effect on the tolerance to methanol competition. Electrochim Acta 47(21):3431–3440

    CAS  Google Scholar 

  15. Ferreira PJ, LaO’ GJ, Shao-Horn Y, Morgan D, Makharia R, Kocha S, Gasteiger HA (2005) Instability of pt/c electrocatalysts in proton exchange membrane fuel cells: a mechanistic investigation. J Electrochem Soc 152(11):A2256–A2271

    Google Scholar 

  16. Shao-Horn Y, Ferreira P, La O’ GJ, Morgan D, Gasteiger H A, Makharia Rohit (2006) Coarsening of pt nanoparticles in proton exchange membrane fuel cells upon potential cycling. ECS Trans 1(8):185–195

    CAS  Google Scholar 

  17. Bruno MM, Franceschini EA, Viva FA, Thomas YRJ, Corti Horacio R (2012) Electrodeposited mesoporous platinum catalysts over hierarchical carbon monolithic support as anode in small pem fuel cells. Int J Hydrogen Energy 37(19):14911–14919

    CAS  Google Scholar 

  18. Viva FA, Bruno MM, Franceschini EA, Thomas YRJ, Sanchez Guadalupe Ramos, Solorza-Feria Omar, Corti Horacio R (2014) Mesoporous carbon as pt support for pem fuel cell. Int J Hydrogen Energy 39(16):8821–8826

    CAS  Google Scholar 

  19. Murthy AP, Madhavan J, Murugan K (2018) Recent advances in hydrogen evolution reaction catalysts on carbon/carbon-based supports in acid media. J Power Sources 398:9–26

    CAS  Google Scholar 

  20. Navalon S, Dhakshinamoorthy A, Alvaro M, Garcia H (2016) Metal nanoparticles supported on two-dimensional graphenes as heterogeneous catalysts. Coord Chem Rev 312:99–148

    CAS  Google Scholar 

  21. Franceschini EA, Bruno MM, Williams FJ, Viva FA, Corti Horacio R (2013) High-activity mesoporous pt/ru catalysts for methanol oxidation. ACS Appl Mater Interfaces 5(21):10437–10444

    PubMed  CAS  Google Scholar 

  22. Trasatti S, Petrii OA (1992) Real surface area measurements in electrochemistry. J Electroanal Chem 327(1):353–376

    CAS  Google Scholar 

  23. Esparbé I, Brillas E, Centellas F, Garrido JA, Rodríguez Rosa María, Arias Conchita, Cabot Pere-Lluís (2009) Structure and electrocatalytic performance of carbon-supported platinum nanoparticles. J Power Sources 190(2):201–209

    Google Scholar 

  24. Curnick OJ, Mendes PM, Pollet BG (2010) Enhanced durability of a pt/c electrocatalyst derived from nafion-stabilised colloidal platinum nanoparticles. Electrochem Commun 12(8):1017–1020

    CAS  Google Scholar 

  25. Mougenot M, Caillard A, Simoes M, Baranton S, Coutanceau C, Brault P (2011) Pdau/c catalysts prepared by plasma sputtering for the electro-oxidation of glycerol. Appl Catal B 107(3):372–379

    CAS  Google Scholar 

  26. Little CA, Batchelor-McAuley C, Young NP, Compton RG (2018) Shape and size of non-spherical silver nanoparticles: implications for calculating nanoparticle number concentrations. Nanoscale 10:15943–15947

    PubMed  CAS  Google Scholar 

  27. Plimpton S (1995) Fast parallel algorithms for short-range molecular dynamics. J Comput Phys 117:1–19

    CAS  Google Scholar 

  28. Swope WC, Andersen HC (1995) A computer simulation method for the calculation of chemical potentials of liquids and solids using the bicanonical ensemble. J Chem Phys 102(7):2851–2863

    CAS  Google Scholar 

  29. Nosé S (1984) A molecular dynamics method for simulations in the canonical ensemble. Mol Phys 52(2):255–268

    Google Scholar 

  30. Daw M, Baskes MI (1984) Embedded-atom method: derivation and application to impurities, surfaces, and other defects in metals. Phys Rev B 29:6443–6453

    CAS  Google Scholar 

  31. Stuart SJ, Tutein AB, Harrison JA (2000) A reactive potential for hydrocarbons with intermolecular interactions. J Chem Phys 112(14):6472–6486

    CAS  Google Scholar 

  32. Rosa Abad JA, Soldano GJ, Mejía-Rosales SJ, Mariscal MM (2016) Immobilization of au nanoparticles on graphite tunnels through nanocapillarity. RSC Adv 6:08

    Google Scholar 

  33. Brunello GF, Lee JH, Lee SG, Choi Jl, Harvey D, Jang SS, multi-scale modeling approach (2016) Interactions of pt nanoparticles with molecular components in polymer electrolyte membrane fuel cells. RSC Adv 6:69670–69676

    CAS  Google Scholar 

  34. José-Yacamán M, Gutierrez-Wing C, Miki M, Yang D-Q, Piyakis KN, Sacher E (2005) Surface diffusion and coalescence of mobile metal nanoparticles. J Phys Chem B 109(19):9703–9711

    PubMed  Google Scholar 

  35. Jianbo W, Gao W, Wen J, Miller DJ, Ping L, Zuo J-M, Yang H (2015) Growth of au on pt icosahedral nanoparticles revealed by low-dose in situ tem. Nano Lett 15(4):2711–2715

    Google Scholar 

  36. Rossi G, Ferrando R (2007) Freezing of gold nanoclusters into poly-decahedral structures. Nanotechnology 18(22):225706

    Google Scholar 

  37. Zhou W, Li M, Zhang L, Chan SH (2014) Supported ptau catalysts with different nano-structures for ethanol electrooxidation. Electrochim Acta 123:233–239

    CAS  Google Scholar 

  38. Appleby AJ (2009) Chemistry, electrochemistry, and electrochemical applications – platinum group elements. In: Garche J (ed) Encyclopedia of electrochemical power sources. Elsevier, Amsterdam, pp 853–875

    Google Scholar 

  39. Meier JC, Galeano C, Katsounaros I, Witte J, Bongard HJ, Topalov AA, Baldizzone C, Mezzavilla S, Schüth F, Mayrhofer KJJ (2014) Design criteria for stable pt/c fuel cell catalysts. Beilstein J Nanotechnol 5:44–67

    PubMed  PubMed Central  Google Scholar 

  40. Basu D, Basu S (2011) Synthesis and characterization of pt-au/c catalyst for glucose electro-oxidation for the application in direct glucose fuel cell. International Journal of Hydrogen Energy, 36(22):14923 – 14929. Fuel Cell Technologies: FUCETECH 2009

  41. Li X, Chen W-X, Zhao J, Xing W, Zhu-De Xu (2005) Microwave polyol synthesis of pt/cnts catalysts: effects of ph on particle size and electrocatalytic activity for methanol electrooxidization. Carbon 43(10):2168–2174

    CAS  Google Scholar 

  42. Grigoriev SA, Lyutikova EK, Martemianov S, Fateev VN (2007) On the possibility of replacement of pt by pd in a hydrogen electrode of pem fuel cells. Int J Hydrogen Energy 32(17):4438–4442 Fuel Cells

    CAS  Google Scholar 

  43. Yang R, Qiu X, Zhang H, Li J, Zhu W, Wang Z, Huang X, Chen L (2005) Monodispersed hard carbon spherules as a catalyst support for the electrooxidation of methanol. Carbon 43(1):11–16

    CAS  Google Scholar 

  44. Planes GA, García G, Pastor E (2007) High performance mesoporous pt electrode for methanol electrooxidation. A dems study. Electrochem Commun 9(4):839–844

    CAS  Google Scholar 

  45. Travitsky N, Burstein L, Rosenberg Y, Peled E (2009) Effect of methanol, ethylene glycol and their oxidation by-products on the activity of pt-based oxygen-reduction catalysts. Journal of Power Sources, 194(1):161–167. XIth Polish Conference on Fast Ionic Conductors 2008

  46. Lizcano-Valbuena WH, Paganin VA, Leite Carlos AP, Galembeck F, Gonzalez ER (2003) Catalysts for dmfc: relation between morphology and electrochemical performance. Electrochimica Acta, 48(25):3869–3878. Electrocatalysis:From Theory to Industrial Applications

  47. Guo JW, Zhao TS, Prabhuram J, Wong CW (2005) Preparation and the physical/electrochemical properties of a pt/c nanocatalyst stabilized by citric acid for polymer electrolyte fuel cells. Electrochim Acta 50(10):1973–1983

    CAS  Google Scholar 

  48. Lović JD, Tripković AV, Gojković SLJ, Popović KDJ, Tripković DV, Olszewski P, Kowal A (2005) Kinetic study of formic acid oxidation on carbon-supported platinum electrocatalyst. J Electroanal Chem 581(2):294–302

    Google Scholar 

  49. Liu X, Wang X, He P, Yi L, Liu Ziling, Yi Xin (2012) Influence of borohydride concentration on the synthesized au/graphene nanocomposites for direct borohydride fuel cell. J Solid State Electrochem 16:12

    Google Scholar 

  50. Li NA, Tang Z, Wang L, Wang Q, Yan W, Yang H, Chen S, Wang C (2016) In situ preparation of multi-wall carbon nanotubes/au composites for oxygen electroreduction. RSC Adv 6:91209–91215

    CAS  Google Scholar 

  51. Rafaïdeen T, Baranton S, Coutanceau C (2019) Highly efficient and selective electrooxidation of glucose and xylose in alkaline medium at carbon supported alloyed pdau nanocatalysts. Appl Catal B 243:641–656

    Google Scholar 

  52. Song P, Mei L-P, Wang A-J, Fang K-M, Feng Jiu-Ju (2016) One-pot surfactant-free synthesis of porous ptau alloyed nanoflowers with enhanced electrocatalytic activity for ethanol oxidation and oxygen reduction reactions. Int J Hydrogen Energy 41(3):1645–1653

    Google Scholar 

  53. Zhang S, Shao Y, Yin G, Lin Y (2010) Facile synthesis of ptau alloy nanoparticles with high activity for formic acid oxidation. J Power Sources 195(4):1103–1106

    CAS  Google Scholar 

Download references

Acknowledgements

The authors acknowledge financial support from Consejo Nacional de Investigaciones en Ciencia y Tecnología (CONICET) through Grant PIP 11220150100141CO, FONCyT PICT-2015-2191, FONCyT PICT-2017-0250, Project PUE-2017 CONICET #22920170100092, and SeCyT-UNC. Computational resources were provided by Centro de Cómputo de Alto Desempeño (CCAD-UNC), Universidad Nacional de Córdoba (http://ccad.unc.edu.ar/), in particular the Mendieta Cluster, which is part of SNCAD-MinCyT, and also this work has been partially carried out with resources provided by the CYTED cofounded Thematic Network RICAP (517RT0529). J.C. Jiménez García thanks CONICET for a fellowship.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Esteban E. Franceschini or Marcelo M. Mariscal.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PDF 630 kb)

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Jiménez-García, J.C., Olmos-Asar, J.A., Franceschini, E.E. et al. Electrochemical area of graphene-supported metal nanoparticles from an atomistic approach. J Appl Electrochem 50, 421–429 (2020). https://doi.org/10.1007/s10800-020-01399-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10800-020-01399-z

Keywords

  • Graphene
  • PEMFC
  • Molecular Dynamics
  • Catalysis
  • Electrochemical area