A predictive viscosity model for aqueous electrolytes and mixed organic-inorganic aerosol phases

被引:20
作者
Lilek, Joseph [1 ]
Zuend, Andreas [1 ]
机构
[1] McGill Univ, Dept Atmospher & Ocean Sci, Montreal, PQ H3A 0B9, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
ACTIVITY-COEFFICIENTS; THERMODYNAMIC MODEL; LIQUID-EQUILIBRIA; AMMONIUM-SULFATE; WATER; PARTICLES; DENSITY; SYSTEMS; STATE; DELIQUESCENCE;
D O I
10.5194/acp-22-3203-2022
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Aerosol viscosity is determined by mixture composition and temperature, with a key influence from relative humidity (RH) in modulating aerosol water content. Aerosol particles frequently contain mixtures of water, organic compounds, and inorganic ions, so we have extended the thermodynamics-based group-contribution model AIOMFAC-VISC to predict viscosity for aqueous electrolyte solutions and aqueous organic-inorganic mixtures. For aqueous electrolyte solutions, our new, semi-empirical approach uses a physical expression based on Eyring's absolute rate theory, and we define activation energy for viscous flow as a function of temperature, ion activities, and ionic strength. The AIOMFAC-VISC electrolyte model's ion-specific expressions were simultaneously fitted, which arguably makes this approach more predictive than that of other models. This also enables viscosity calculations for aqueous solutions containing an arbitrary number of cation and anion species, including mixtures that have never been studied experimentally. These predictions achieve an excellent level of accuracy while also providing physically meaningful extrapolations to extremely high electrolyte concentrations, which is essential in the context of microscopic aqueous atmospheric aerosols. For organic-inorganic mixtures, multiple mixing approaches were tested to couple the AIOMFAC-VISC electrolyte model with its existing aqueous organic model. We discuss the best-performing mixing models implemented in AIOMFAC-VISC for reproducing viscosity measurements of aerosol surrogate systems. We present advantages and drawbacks of different model design choices and associated computational costs of these methods, of importance for use of AIOMFAC-VISC in dynamic simulations. Finally, we demonstrate the capabilities of AIOMFAC-VISC predictions for phase-separated organic-inorganic particles equilibrated to observed temperature and relative humidity conditions from atmospheric balloon soundings. The predictions for the studied cases suggest liquid-like viscosities for an aqueous electrolyte-rich particle phase throughout the troposphere, yet a highly viscous or glassy organic-rich phase in the middle and upper troposphere.
引用
收藏
页码:3203 / 3233
页数:31
相关论文
共 83 条
  • [1] Viscosity of the aqueous Ca(NO3)2 solutions at temperatures from 298 to 573 K and at pressures up to 40 MPa
    Abdulagatov, IM
    Zeinalova, AA
    Azizov, ND
    [J]. JOURNAL OF CHEMICAL AND ENGINEERING DATA, 2004, 49 (05) : 1444 - 1450
  • [2] STATISTICAL THERMODYNAMICS OF LIQUID-MIXTURES - NEW EXPRESSION FOR EXCESS GIBBS ENERGY OF PARTLY OR COMPLETELY MISCIBLE SYSTEMS
    ABRAMS, DS
    PRAUSNITZ, JM
    [J]. AICHE JOURNAL, 1975, 21 (01) : 116 - 128
  • [3] Combined Use of Optical and Electron Microscopic Techniques for the Measurement of Hygroscopic Property, Chemical Composition, and Morphology of Individual Aerosol Particles
    Ahn, Kang-Ho
    Kim, Sun-Man
    Jung, Hae-Jin
    Lee, Mi-Jung
    Eom, Hyo-Jin
    Maskey, Shila
    Ro, Chul-Un
    [J]. ANALYTICAL CHEMISTRY, 2010, 82 (19) : 7999 - 8009
  • [4] Prediction and correlation of viscosity of binary mixtures of ionic liquids with organic solvents
    Bajic, Divna M.
    Serbanovic, Slobodan P.
    Zivkovic, Emila M.
    Jovanovic, Jovan
    Kijevcanin, Mirjana Lj
    [J]. JOURNAL OF MOLECULAR LIQUIDS, 2014, 197 : 1 - 6
  • [5] Effect of crystallization kinetics on the properties of spray dried microparticles
    Baldelli, Alberto
    Power, Rory M.
    Miles, Rachael E. H.
    Reid, Jonathan P.
    Vehring, Reinhard
    [J]. AEROSOL SCIENCE AND TECHNOLOGY, 2016, 50 (07) : 693 - 704
  • [6] Predicting the relative humidities of liquid-liquid phase separation, efflorescence, and deliquescence of mixed particles of ammonium sulfate, organic material, and water using the organic-to-sulfate mass ratio of the particle and the oxygen-to-carbon elemental ratio of the organic component
    Bertram, A. K.
    Martin, S. T.
    Hanna, S. J.
    Smith, M. L.
    Bodsworth, A.
    Chen, Q.
    Kuwata, M.
    Liu, A.
    You, Y.
    Zorn, S. R.
    [J]. ATMOSPHERIC CHEMISTRY AND PHYSICS, 2011, 11 (21) : 10995 - 11006
  • [7] A STOCHASTIC METHOD FOR GLOBAL OPTIMIZATION
    BOENDER, CGE
    KAN, AHGR
    TIMMER, GT
    STOUGIE, L
    [J]. MATHEMATICAL PROGRAMMING, 1982, 22 (02) : 125 - 140
  • [8] Slow water transport in MgSO4 aerosol droplets at gel-forming relative humidities
    Cai, Chen
    Tan, Seehua
    Chen, Hongnan
    Ma, Jiabi
    Wang, Yang
    Reid, Jonathan P.
    Zhang, Yunhong
    [J]. PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2015, 17 (44) : 29753 - 29763
  • [9] Condensed-phase biogenic-anthropogenic interactions with implications for cold cloud formation
    Charnawskas, Joseph C.
    Alpert, Peter A.
    Lambe, Andrew T.
    Berkemeier, Thomas
    O'Brien, Rachel E.
    Massoli, Paola
    Onasch, Timothy B.
    Shiraiwa, Manabu
    Moffet, Ryan C.
    Gilles, Mary K.
    Davidovits, Paul
    Worsnop, Douglas R.
    Knopf, Daniel A.
    [J]. FARADAY DISCUSSIONS, 2017, 200 : 165 - 194
  • [10] Efflorescence of Ammonium Sulfate and Coated Ammonium Sulfate Particles: Evidence for Surface Nucleation
    Ciobanu, V. Gabriela
    Marcolli, Claudia
    Krieger, Ulrich K.
    Zuend, Andreas
    Peter, Thomas
    [J]. JOURNAL OF PHYSICAL CHEMISTRY A, 2010, 114 (35) : 9486 - 9495