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Bültmann M, Härtel A. The primitive model in classical density functional theory: beyond the standard mean-field approximation. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2022; 34:235101. [PMID: 35294927 DOI: 10.1088/1361-648x/ac5e7a] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 03/16/2022] [Indexed: 06/14/2023]
Abstract
The primitive model describes ions by point charges with an additional hard-core interaction. In classical density-functional theory (DFT) the mean-field electrostatic contribution can be obtained from the first order of a functional perturbation of the pair potential for an uncharged reference system of hard spheres. This mean-field electrostatic term particularly contributes at particle separations that are forbidden due to hard-core overlap. In this work we modify the mean-field contribution such that the pair potential is constant for distances smaller than the contact distance of the ions. We motivate our modification by the underlying splitting of the potential, which is similar to the splitting of the Weeks-Chandler-Andersen potential and leads to higher-order terms in the respective expansion of the functional around the reference system. The resulting formalism involves weighted densities similar to the ones found in fundamental measure theory. To test our modifications, we analyze and compare density profiles, direct and total correlation functions, and the thermodynamic consistency of the functional via a widely established sum rule and the virial pressure formula for our modified functional, for established functionals, and for data from computer simulations. We found that our modifications clearly show improvements compared to the standard mean-field functional, especially when predicting layering effects and direct correlation functions in high concentration scenarios; for the latter we also find improved consistency when calculated via different thermodynamic routes. In conclusion, we demonstrate how modifications toward higher order corrections beyond mean-field functionals can be made and how they perform, by this providing a basis for systematic future improvements in classical DFT for the description of electrostatic interactions.
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Affiliation(s)
- Moritz Bültmann
- Physikalisches Institut, Albert-Ludwigs-Universität, 79104 Freiburg, Germany
| | - Andreas Härtel
- Physikalisches Institut, Albert-Ludwigs-Universität, 79104 Freiburg, Germany
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Robertson LA, Li Z, Cao Y, Shkrob IA, Tyagi M, Smith KC, Zhang L, Moore JS, Z Y. Observation of Microheterogeneity in Highly Concentrated Nonaqueous Electrolyte Solutions. J Am Chem Soc 2019; 141:8041-8046. [PMID: 31074276 DOI: 10.1021/jacs.9b02323] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The development of models to describe structure and dynamics of nonaqueous electrolyte solutions is challenging, and experimental observations are needed to form a foundation. Here, neutron scattering is used to probe molecular dynamics in nonaqueous organic electrolytes. Two solutions were compared: one contained symmetrical electrolyte molecules prone to crystallize, and one contained desymmetrized electrolyte molecules preferring disordered states. For the latter, calorimetry and neutron data show that a disordered fluid persists to very low temperatures at high concentrations. Upon heating, localized cold crystallization occurs, leading to burst nucleation of microcrystalline solids within fluid phases. Our findings indicate molecular clustering and point to solvation inhomogeneities and molecular crowding in these concentrated fluids.
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Affiliation(s)
- Lily A Robertson
- Joint Center for Energy Storage Research , Argonne National Laboratory, 9700 S. Cass Avenue , Lemont , Illinois 60439 , United States.,Department of Chemistry , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
| | - Zhixia Li
- Joint Center for Energy Storage Research , Argonne National Laboratory, 9700 S. Cass Avenue , Lemont , Illinois 60439 , United States.,Department of Nuclear, Plasma, and Radiological Engineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
| | - Yu Cao
- Joint Center for Energy Storage Research , Argonne National Laboratory, 9700 S. Cass Avenue , Lemont , Illinois 60439 , United States.,Department of Chemistry , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
| | - Ilya A Shkrob
- Joint Center for Energy Storage Research , Argonne National Laboratory, 9700 S. Cass Avenue , Lemont , Illinois 60439 , United States.,Chemical Sciences and Engineering Division , Argonne National Laboratory , Argonne , Illinois 60439 , United States
| | - Madhusudan Tyagi
- NIST Center for Neutron Research , National Institute for Standards and Technology, Gaithersburg , Maryland 20899 , United States.,Department of Materials Science and Engineering , University of Maryland , College Park , Maryland 20742 , United States
| | - Kyle C Smith
- Joint Center for Energy Storage Research , Argonne National Laboratory, 9700 S. Cass Avenue , Lemont , Illinois 60439 , United States.,Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Mechanical Science and Engineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Materials Science and Engineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
| | - Lu Zhang
- Joint Center for Energy Storage Research , Argonne National Laboratory, 9700 S. Cass Avenue , Lemont , Illinois 60439 , United States.,Chemical Sciences and Engineering Division , Argonne National Laboratory , Argonne , Illinois 60439 , United States
| | - Jeffrey S Moore
- Joint Center for Energy Storage Research , Argonne National Laboratory, 9700 S. Cass Avenue , Lemont , Illinois 60439 , United States.,Department of Chemistry , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Materials Science and Engineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
| | - Y Z
- Joint Center for Energy Storage Research , Argonne National Laboratory, 9700 S. Cass Avenue , Lemont , Illinois 60439 , United States.,Department of Nuclear, Plasma, and Radiological Engineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Materials Science and Engineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Electrical and Computer Engineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
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Härtel A. Structure of electric double layers in capacitive systems and to what extent (classical) density functional theory describes it. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2017; 29:423002. [PMID: 28898203 DOI: 10.1088/1361-648x/aa8342] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Ongoing scientific interest is aimed at the properties and structure of electric double layers (EDLs), which are crucial for capacitive energy storage, water treatment, and energy harvesting technologies like supercapacitors, desalination devices, blue engines, and thermocapacitive heat-to-current converters. A promising tool to describe their physics on a microscopic level is (classical) density functional theory (DFT), which can be applied in order to analyze pair correlations and charge ordering in the primitive model of charged hard spheres. This simple model captures the main properties of ionic liquids and solutions and it predicts many of the phenomena that occur in EDLs. The latter often lead to anomalous response in the differential capacitance of EDLs. This work constructively reviews the powerful theoretical framework of DFT and its recent developments regarding the description of EDLs. It explains to what extent current approaches in DFT describe structural ordering and in-plane transitions in EDLs, which occur when the corresponding electrodes are charged. Further, the review briefly summarizes the history of modeling EDLs, presents applications, and points out limitations and strengths in present theoretical approaches. It concludes that DFT as a sophisticated microscopic theory for ionic systems is expecting a challenging but promising future in both fundamental research and applications in supercapacitive technologies.
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Affiliation(s)
- Andreas Härtel
- Institute of Physics, University of Freiburg, Hermann-Herder-Str. 3, 79104 Freiburg, Germany
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Loubet B, Manghi M, Palmeri J. A variational approach to the liquid-vapor phase transition for hardcore ions in the bulk and in nanopores. J Chem Phys 2016; 145:044107. [DOI: 10.1063/1.4959034] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Bastien Loubet
- Laboratoire de Physique Théorique, IRSAMC, Université de Toulouse, CNRS, UPS, Toulouse, France
| | - Manoel Manghi
- Laboratoire de Physique Théorique, IRSAMC, Université de Toulouse, CNRS, UPS, Toulouse, France
| | - John Palmeri
- Laboratoire Charles Coulomb (L2C), UMR 5221 CNRS-Université de Montpellier, F-34095 Montpellier, France
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