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Zhou S, Zhang LT. Analytical Solution of Modified Poisson–Boltzmann Equation and Application to Cylindrical Nanopore Supercapacitor Energy Storage. COLLOID JOURNAL 2022. [DOI: 10.1134/s1061933x22020107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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2
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Ringe S, Hörmann NG, Oberhofer H, Reuter K. Implicit Solvation Methods for Catalysis at Electrified Interfaces. Chem Rev 2021; 122:10777-10820. [PMID: 34928131 PMCID: PMC9227731 DOI: 10.1021/acs.chemrev.1c00675] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
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Implicit solvation
is an effective, highly coarse-grained approach
in atomic-scale simulations to account for a surrounding liquid electrolyte
on the level of a continuous polarizable medium. Originating in molecular
chemistry with finite solutes, implicit solvation techniques are now
increasingly used in the context of first-principles modeling of electrochemistry
and electrocatalysis at extended (often metallic) electrodes. The
prevalent ansatz to model the latter electrodes and the reactive surface
chemistry at them through slabs in periodic boundary condition supercells
brings its specific challenges. Foremost this concerns the difficulty
of describing the entire double layer forming at the electrified solid–liquid
interface (SLI) within supercell sizes tractable by commonly employed
density functional theory (DFT). We review liquid solvation methodology
from this specific application angle, highlighting in particular its
use in the widespread ab initio thermodynamics approach
to surface catalysis. Notably, implicit solvation can be employed
to mimic a polarization of the electrode’s electronic density
under the applied potential and the concomitant capacitive charging
of the entire double layer beyond the limitations of the employed
DFT supercell. Most critical for continuing advances of this effective
methodology for the SLI context is the lack of pertinent (experimental
or high-level theoretical) reference data needed for parametrization.
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Affiliation(s)
- Stefan Ringe
- Department of Energy Science and Engineering, Daegu Institute of Science and Technology (DGIST), Daegu 42988, Republic of Korea.,Energy Science & Engineering Research Center, Daegu Institute of Science and Technology (DGIST), Daegu 42988, Republic of Korea
| | - Nicolas G Hörmann
- Fritz-Haber-Institut der Max-Planck-Gesellschaft, Faradayweg 4-6, D-14195 Berlin, Germany.,Chair for Theoretical Chemistry and Catalysis Research Center, Technische Universität München, Lichtenbergstraße 4, D-85747 Garching, Germany
| | - Harald Oberhofer
- Chair for Theoretical Chemistry and Catalysis Research Center, Technische Universität München, Lichtenbergstraße 4, D-85747 Garching, Germany.,Chair for Theoretical Physics VII and Bavarian Center for Battery Technology (BayBatt), University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany
| | - Karsten Reuter
- Fritz-Haber-Institut der Max-Planck-Gesellschaft, Faradayweg 4-6, D-14195 Berlin, Germany
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Caetano DLZ, de Carvalho SJ, Bossa GV, May S. Monte Carlo simulations and mean-field modeling of electric double layers at weakly and moderately charged spherical macroions. Phys Rev E 2021; 104:034609. [PMID: 34654110 DOI: 10.1103/physreve.104.034609] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 09/01/2021] [Indexed: 11/07/2022]
Abstract
Monte Carlo simulations are employed to determine the differential capacitance of an electric double layer formed by small size-symmetric anions and cations in the vicinity of weakly to moderately charged macroions. The influence of interfacial curvature is deduced by investigating spherical macroions, ranging from flat to moderately curved. We also calculate the differential capacitance using a previously developed mean-field model where, in addition to electrostatic interactions, the excluded volumes of the ions are taken into account using either the lattice-gas or the Carnahan-Starling equation of state. For both equations of state, we compare the mean-field model for arbitrary curvature with a recently developed second-order curvature expansion. Our Monte Carlo simulations predict an increase in the differential capacitance with growing macroion curvature if the surface charge density is small, whereas for moderately charged macroions the differential capacitance passes through a local minimum. Both mean-field models tend to somewhat overestimate the differential capacitance as compared with Monte Carlo simulations. At the same time, they do reproduce the curvature dependence of the differential capacitance, especially for small surface charge density. Our study suggests that the quality of mean-field modeling does not worsen when weakly or moderately charged macroions exhibit spherical curvature.
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Affiliation(s)
- Daniel L Z Caetano
- Institute of Chemistry, State University of Campinas (UNICAMP), Campinas, São Paulo 13083-970, Brazil and Center for Computational Engineering and Sciences, State University of Campinas (UNICAMP), Campinas, São Paulo 13083-970, Brazil
| | - Sidney J de Carvalho
- Department of Physics, São Paulo State University (UNESP), Institute of Biosciences, Humanities and Exact Sciences, São José do Rio Preto, São Paulo 15054-000, Brazil
| | - Guilherme V Bossa
- Department of Physics, São Paulo State University (UNESP), Institute of Biosciences, Humanities and Exact Sciences, São José do Rio Preto, São Paulo 15054-000, Brazil
| | - Sylvio May
- Department of Physics, North Dakota State University, Fargo, North Dakota 58108, USA
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4
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Wu Y, Ye J, Jiang G, Ni K, Shu N, Taberna P, Zhu Y, Simon P. Electrochemical Characterization of Single Layer Graphene/Electrolyte Interface: Effect of Solvent on the Interfacial Capacitance. Angew Chem Int Ed Engl 2021; 60:13317-13322. [PMID: 33555100 PMCID: PMC8252098 DOI: 10.1002/anie.202017057] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Indexed: 11/21/2022]
Abstract
The development of the basic understanding of the charge storage mechanisms in electrodes for energy storage applications needs deep characterization of the electrode/electrolyte interface. In this work, we studied the charge of the double layer capacitance at single layer graphene (SLG) electrode used as a model material, in neat (EMIm-TFSI) and solvated (with acetonitrile) ionic liquid electrodes. The combination of electrochemical impedance spectroscopy and gravimetric electrochemical quartz crystal microbalance (EQCM) measurements evidence that the presence of solvent drastically increases the charge carrier density at the SLG/ionic liquid interface. The capacitance is thus governed not only by the electronic properties of the graphene, but also by the specific organization of the electrolyte side at the SLG surface originating from the strong interactions existing between the EMIm+ cations and SLG surface. EQCM measurements also show that the carbon structure, with the presence of sp2 carbons, affects the charge storage mechanism by favoring counter-ion adsorption on SLG electrode versus ion exchange mechanism in amorphous porous carbons.
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Affiliation(s)
- Yih‐Chyng Wu
- Université Paul SabatierCIRIMAT UMR CNRS 5085118 route de Narbonne31062ToulouseFrance
- Réseau sur le Stockage Electrochimique de l'Energie (RS2E)FR CNRS 3459France
| | - Jianglin Ye
- Hefei National Research Center for Physical Sciences at the Microscale, &CAS Key Laboratory of Materials for Energy Conversion, &Department of Materials Science and Engineering, &iChEMUniversity of Science and Technology of ChinaHefeiAnhui230026China
| | - Gengping Jiang
- College of ScienceWuhan University of Science and TechnologyWuhan430080China
| | - Kun Ni
- Hefei National Research Center for Physical Sciences at the Microscale, &CAS Key Laboratory of Materials for Energy Conversion, &Department of Materials Science and Engineering, &iChEMUniversity of Science and Technology of ChinaHefeiAnhui230026China
| | - Na Shu
- Hefei National Research Center for Physical Sciences at the Microscale, &CAS Key Laboratory of Materials for Energy Conversion, &Department of Materials Science and Engineering, &iChEMUniversity of Science and Technology of ChinaHefeiAnhui230026China
| | - Pierre‐Louis Taberna
- Université Paul SabatierCIRIMAT UMR CNRS 5085118 route de Narbonne31062ToulouseFrance
- Réseau sur le Stockage Electrochimique de l'Energie (RS2E)FR CNRS 3459France
| | - Yanwu Zhu
- Hefei National Research Center for Physical Sciences at the Microscale, &CAS Key Laboratory of Materials for Energy Conversion, &Department of Materials Science and Engineering, &iChEMUniversity of Science and Technology of ChinaHefeiAnhui230026China
| | - Patrice Simon
- Université Paul SabatierCIRIMAT UMR CNRS 5085118 route de Narbonne31062ToulouseFrance
- Réseau sur le Stockage Electrochimique de l'Energie (RS2E)FR CNRS 3459France
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5
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Herbert JM. Dielectric continuum methods for quantum chemistry. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE 2021. [DOI: 10.1002/wcms.1519] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- John M. Herbert
- Department of Chemistry and Biochemistry The Ohio State University Columbus Ohio USA
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6
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Electrochemical Characterization of Single Layer Graphene/Electrolyte Interface: Effect of Solvent on the Interfacial Capacitance. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202017057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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7
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Zou WX, Peng J, Xiu WN, Liu XM. Principles of surface potential estimation in mixed electrolyte solutions: Taking into account dielectric saturation. CHINESE J CHEM PHYS 2020. [DOI: 10.1063/1674-0068/cjcp1907132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Wen-xin Zou
- Chongqing key Laboratory of Soil Multi-scale Interfacial Process, College of Resources and Environment, Southwest University, Chongqing 400715, China
| | - Jing Peng
- Chongqing key Laboratory of Soil Multi-scale Interfacial Process, College of Resources and Environment, Southwest University, Chongqing 400715, China
| | - Wei-ning Xiu
- Institute of Agricultural Engineering, Chongqing Academy of Agricultural Sciences, Chongqing 401329, China
| | - Xin-min Liu
- Chongqing key Laboratory of Soil Multi-scale Interfacial Process, College of Resources and Environment, Southwest University, Chongqing 400715, China
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González-Tovar E, Lozada-Cassou M, Bhuiyan LB, Outhwaite CW. Comparison of zeta potentials and structure for statistical mechanical theories of a model cylindrical double layer. J Mol Liq 2018. [DOI: 10.1016/j.molliq.2017.12.044] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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9
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Bossa GV, Caetano DLZ, de Carvalho SJ, Bohinc K, May S. Modeling the camel-to-bell shape transition of the differential capacitance using mean-field theory and Monte Carlo simulations. THE EUROPEAN PHYSICAL JOURNAL. E, SOFT MATTER 2018; 41:113. [PMID: 30259300 DOI: 10.1140/epje/i2018-11723-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 08/30/2018] [Indexed: 06/08/2023]
Abstract
Mean-field electrostatics is used to calculate the differential capacitance of an electric double layer formed at a planar electrode in a symmetric 1:1 electrolyte. Assuming the electrolyte is also ion-size symmetric, we derive analytic expressions for the differential capacitance valid up to fourth order in the surface charge density or surface potential. Our mean-field model accounts exclusively for electrostatic interactions but includes an arbitrary non-ideality in the mixing entropy of the mobile ions. The ensuing criterion for the camel-to-bell shape transition of the differential capacitance is analyzed using commonly used mixing models (one based on a lattice gas and the other based on the Carnahan-Starling equation of state) and compared with Monte Carlo simulations. We observe a reasonable agreement between all our mean-field models and the simulation data for the camel-to-bell shape transition. The absolute value of the differential capacitance for an uncharged (or weakly charged) electrode is, however, not reproduced by our mean-field approaches, not even upon introducing a Stern layer with a thickness equal of the ion radius. We show that, if a Stern layer is introduced, its thickness dependence on the ion size is non-monotonic or, depending on the salt concentration, even inversely proportional.
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Affiliation(s)
- Guilherme V Bossa
- Department of Physics, North Dakota State University, 58108-6050, Fargo, ND, USA
- Department of Physics, São Paulo State University (UNESP), Institute of Biosciences, Humanities and Exact Sciences, 15054-000, São José do Rio Preto, SP, Brazil
| | - Daniel L Z Caetano
- Department of Physics, São Paulo State University (UNESP), Institute of Biosciences, Humanities and Exact Sciences, 15054-000, São José do Rio Preto, SP, Brazil
| | - Sidney J de Carvalho
- Department of Physics, São Paulo State University (UNESP), Institute of Biosciences, Humanities and Exact Sciences, 15054-000, São José do Rio Preto, SP, Brazil
| | - Klemen Bohinc
- Faculty of Health Sciences, University of Ljubljana, Poljanska 26a, 1000, Ljubljana, Slovenia
| | - Sylvio May
- Department of Physics, North Dakota State University, 58108-6050, Fargo, ND, USA.
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Daniels L, Scott M, Mišković Z. The effects of dielectric decrement and finite ion size on differential capacitance of electrolytically gated graphene. Chem Phys Lett 2018. [DOI: 10.1016/j.cplett.2018.04.030] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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11
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Caetano DLZ, Bossa GV, de Oliveira VM, Brown MA, de Carvalho SJ, May S. Differential capacitance of an electric double layer with asymmetric solvent-mediated interactions: mean-field theory and Monte Carlo simulations. Phys Chem Chem Phys 2017; 19:23971-23981. [DOI: 10.1039/c7cp04672c] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The differential capacitance of an electrical double layer is directly affected by properties of the electrolyte solution such as temperature, salt concentration, ionic size, and solvent structure.
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Affiliation(s)
- Daniel L. Z. Caetano
- Department of Physics
- Sao Paulo State University (UNESP)
- Institute of Biosciences
- Humanities and Exact Sciences (Ibilce)
- Brazil
| | | | - Vinicius M. de Oliveira
- Department of Physics
- Sao Paulo State University (UNESP)
- Institute of Biosciences
- Humanities and Exact Sciences (Ibilce)
- Brazil
| | - Matthew A. Brown
- Laboratory for Surface Science and Technology
- Department of Materials
- ETH Zürich
- CH-8093 Zurich
- Switzerland
| | - Sidney J. de Carvalho
- Department of Physics
- Sao Paulo State University (UNESP)
- Institute of Biosciences
- Humanities and Exact Sciences (Ibilce)
- Brazil
| | - Sylvio May
- Department of Physics
- North Dakota State University
- Fargo
- USA
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