Thermodynamics Research Center / ThermoML | Fluid Phase Equilibria

Prediction of refractive index and density of deep eutectic solvents using atomic contributions

Shahbaz, K., Ghareh Bagh, F. S., Mjalli, F. S., AlNashef, I. M., Hashim, M. A.
Fluid Phase Equilib. 2013, 354, 304-311
ABSTRACT
Deep eutectic solvents (DESs) are considered as potential alternatives for ionic liquids (ILs). The evaluation of DESs as new generation of solvents for various practical application requires enough knowledge about some main physical, chemical, and thermodynamic properties. In this study, due to lack of data for DESs' refractive indices, the refractive indices of twenty four DESs based on ammonium and phosphoniumsalts were measured and predicted using atomic contribution method. The atomic contributions data formolar refraction proposed by Wildman and Crippen which was developed for neutral compounds wereemployed to calculate the molar refractions of DESs. Subsequently, the refractive indices of DESs werepredicted using Lorentz-Lorenz equation through the calculated DESs' molar refractions and experimental DESs' densities values. The absolute relative percentage error (ARPE) value of 0.56% and a regressioncoefficient (R2) value of 0.9822 both confirmed the highly possible application of the proposed methodfor predicting the refractive indices. In addition, the effect of DESs' composition on refractive index ofDESs was investigated and it was found that the refractive index of the DESs lies between that of the salt and HBD. Moreover, the densities of DESs were also predicted using Lorentz-Lorenz equation employingthe calculated molar refraction and values of experimental DESs' refractive indices. The ARPE of 1.43%shows that this method for prediction of densities of the synthesized DESs is applicable as well.
Compounds
# Formula Name
1 C3H8O3 glycerol
2 C5H14ClNO choline chloride
3 C2H6O2 1,2-ethanediol
4 C4H10O2 1,4-butanediol
5 C6H16ClNO 2-(diethylamino)ethanol hydrochloride
6 C19H18BrP methyltriphenylphosphonium bromide
7 C6H14O4 triethylene glycol
Datasets
The table above is generated from the ThermoML associated json file (link above). POMD and RXND refer to PureOrMixture and Reaction Datasets. The compound numbers are included in properties, variables, and phases, if specificied; the numbers refer to the table of compounds on the left.
Type Compound-# Property Variable Constraint Phase Method #Points
  • POMD
  • 1
  • 2
  • Solid-liquid equilibrium temperature, K ; Liquid
  • Mole fraction - 2; Liquid
  • Pressure, kPa; Crystal - 2
  • Liquid
  • Crystal - 2
  • DTA
  • 3
  • POMD
  • 1
  • 2
  • Mass density, kg/m3 ; Liquid
  • Mole fraction - 2; Liquid
  • Pressure, kPa; Liquid
  • Temperature, K; Liquid
  • Liquid
  • VIBTUB:mpoint
  • 3
  • POMD
  • 1
  • 2
  • Refractive index (Na D-line) ; Liquid
  • Mole fraction - 2; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Standard Abbe refractometry
  • 3
  • POMD
  • 2
  • 3
  • Solid-liquid equilibrium temperature, K ; Liquid
  • Mole fraction - 2; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Crystal - 2
  • DTA
  • 3
  • POMD
  • 2
  • 3
  • Mass density, kg/m3 ; Liquid
  • Mole fraction - 2; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • VIBTUB:mpoint
  • 3
  • POMD
  • 2
  • 3
  • Refractive index (Na D-line) ; Liquid
  • Mole fraction - 2; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Standard Abbe refractometry
  • 3
  • POMD
  • 2
  • 4
  • Solid-liquid equilibrium temperature, K ; Liquid
  • Mole fraction - 2; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Crystal - 2
  • DTA
  • 3
  • POMD
  • 2
  • 4
  • Mass density, kg/m3 ; Liquid
  • Mole fraction - 2; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • VIBTUB:mpoint
  • 3
  • POMD
  • 2
  • 4
  • Refractive index (Na D-line) ; Liquid
  • Mole fraction - 2; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Standard Abbe refractometry
  • 3
  • POMD
  • 1
  • 5
  • Solid-liquid equilibrium temperature, K ; Liquid
  • Mole fraction - 5; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Crystal - 5
  • DTA
  • 3
  • POMD
  • 1
  • 5
  • Mass density, kg/m3 ; Liquid
  • Mole fraction - 5; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • VIBTUB:mpoint
  • 3
  • POMD
  • 1
  • 5
  • Refractive index (Na D-line) ; Liquid
  • Mole fraction - 1; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Standard Abbe refractometry
  • 3
  • POMD
  • 3
  • 5
  • Solid-liquid equilibrium temperature, K ; Liquid
  • Mole fraction - 5; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Crystal - 5
  • DTA
  • 3
  • POMD
  • 3
  • 5
  • Mass density, kg/m3 ; Liquid
  • Mole fraction - 5; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Vibrating tube method
  • 3
  • POMD
  • 3
  • 5
  • Refractive index (Na D-line) ; Liquid
  • Mole fraction - 5; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Standard Abbe refractometry
  • 3
  • POMD
  • 1
  • 6
  • Solid-liquid equilibrium temperature, K ; Liquid
  • Mole fraction - 6; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Crystal - 6
  • DTA
  • 3
  • POMD
  • 1
  • 6
  • Mass density, kg/m3 ; Liquid
  • Mole fraction - 6; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Vibrating tube method
  • 3
  • POMD
  • 1
  • 6
  • Refractive index (Na D-line) ; Liquid
  • Mole fraction - 6; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Standard Abbe refractometry
  • 3
  • POMD
  • 3
  • 6
  • Solid-liquid equilibrium temperature, K ; Liquid
  • Mole fraction - 6; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Crystal - 6
  • DTA
  • 3
  • POMD
  • 3
  • 6
  • Mass density, kg/m3 ; Liquid
  • Mole fraction - 6; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Vibrating tube method
  • 3
  • POMD
  • 3
  • 6
  • Refractive index (Na D-line) ; Liquid
  • Mole fraction - 6; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Standard Abbe refractometry
  • 3
  • POMD
  • 7
  • 6
  • Solid-liquid equilibrium temperature, K ; Liquid
  • Mole fraction - 6; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Crystal - 6
  • DTA
  • 3
  • POMD
  • 7
  • 6
  • Mass density, kg/m3 ; Liquid
  • Mole fraction - 6; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Vibrating tube method
  • 3
  • POMD
  • 7
  • 6
  • Refractive index (Na D-line) ; Liquid
  • Mole fraction - 6; Liquid
  • Temperature, K; Liquid
  • Pressure, kPa; Liquid
  • Liquid
  • Standard Abbe refractometry
  • 3