The use of nonaqueous solvents for
conversion of biomass molecules
into platform chemicals and fuels is hindered by a lack of solubility
data and models. Accordingly, the solubility of the model carbohydrate,
cellobiose, was measured at 20 °C in 18 organic liquids and water.
Solubility ranged from <0.001 g L–1 in hydrocarbon
solvents to >100 g L–1 in hydrogen bond acceptor
solvents. Three models were analyzed to evaluate accuracy and to understand
factors that affect cellobiose solubility: Hansen’s solubility
theory (HST), linear free energy relationship (LFER), and several
versions of the UNIQUAC functional-group activity coefficients (UNIFAC)
model. Cellobiose Hansen solubility parameters (HSPs) were estimated
using experimental solubility measurements, but the model was unable
to correctly distinguish several of the good solvents from the poor
ones. A regressed LFER containing contributions from solvent excess
molar refraction, polarizability/dipolarity, acidity, basicity, and
molar volume was able to match measured solubilities to within ±2
log units (AAD of 66% and ARD of 27%). The LFER model indicated that
good solvents were highly polarizable and had low molar volume, consistent
with the good cellobiose solubility observed for water. A modified
version of UNIFAC, including an additional association term (A-UNIFAC),
predicted the solubility of cellobiose and several other carbohydrates
in water and alcohols to within ±0.65 log units (AAD of 25% and
ARD of 6.7%), indicating that the A-UNIFAC framework can be used in
a predictive manner. This work provides guidance for future studies
on the use of nonaqueous solvents for biomass conversion.
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