3.1. Experimental Density Data
Table 2 presents the density values of the pure substances together with the literature data to check the experimental apparatus [
10,
11,
14,
15,
16,
17,
18].
The standard uncertainty (u) is u(T) = 0.01 K. The relative standard uncertainty (ur) is ur(ρ) = 0.005.
In general, a linear equation or a second-order polynomial function is always used to correlate the density. The function is given as follows:
where
ρ (g·cm
−3) is the experiment density; the parameters of
a (g·cm
−3) and
b (g·cm
−3·K
−1) are correlated using the experimental data;
T is the temperature in Kelvin.
To check the experimental values with the literature data, the average absolute relative deviation (AARD) is expressed by:
where
n is the number of data points,
Ecal,i and
Eexp/lit,i are the calculated and experiment/literature value of
i, respectively.
Equation (1) is used to fit the experimental density. Then the calculated value by Equation (1) is compared with the literature data because sometimes the value measured in the experiment is not at the same temperature with that of the literature.
Figure 1 shows the relative deviations between the calculated densities of IL using Equation (1) and the literature data. AARD for IL is 0.05% [
10], 0.03% [
11]. Moreover, in
Figures S1–S3 (in the Supplementary Material), the densities of the solvents in this work are compared with the literature data. AARD for DMA is 0.04% [
19], 0.08% [
20], 0.06% [
21], 0.05% [
22], 0.88% [
23], 0.07% [
24], 0.07% [
25], 0.06% [
26], 0.15% [
27], 0.03% [
28]. AARD for DMF is 0.02% [
29], 0.07% [
20], 0.16% [
30], 0.10% [
19], 0.09% [
31], 0.19% [
32], 0.18% [
33], 0.14% [
34], 0.09% [
27], 0.09% [
35], 0.04% [
28], 0.17% [
36], 0.07% [
37], 0.14% [
38], 0.03% [
39], 0.13% [
40]. AARD for DMSO is 0.14% [
41], 0.02% [
42], 0.02% [
43], 0.01% [
44], 0.02% [
45], 0.01% [
18], 0.03% [
33], 0.08% [
35], 0.02% [
46], 0.05% [
47], 0.05% [
48], 0.02% [
37]. No significant divergence is observed for IL density as well as the organic solvents, indicating that the experimental values are in accordance with the literature data. Then, the densities of the binary mixtures are measured and summarized in
Table 3,
Table 4 and
Table 5.
Figures S4–S6 (in the Supplementary Material) depict the densities as a function of the temperature. In the three solvents, DMSO possesses the highest density, while DMA and DMF have similar values. Therefore, the densities of ionic liquid with DMSO possess the highest values compared to those of IL with DMA or DMF.
To evaluate the measurement data of density for the binary mixture, the excess molar volume is introduced. The excess molar volume
VE is obtained by:
The subscripts of “m” and “i” present the mixture and pure substance. V is molar volume in cm3·mol−1; x is the mole fraction; ρ is the density; M is the molar mass.
Figure 2 and
Figures S7–S9 (in the Supplementary Material) give
VE as a function of ionic liquid mole fraction. In the studied compositions and the temperatures, the values are negative, indicating that the molar volumes are smaller than those of the ideal ones. The minimum values of
VE occur at the IL mole fraction of 0.24 (0.50 in mass).
Furthermore, based on the measurement density, the thermal expansion coefficient
α is calculated using the following equation:
Combined with Equation (3), Equation (5) is changed to:
where
α (K
−1) and
αi (K
−1) are the thermal expansion coefficients of the mixture and pure component
i, respectively.
The thermal expansion coefficients are calculated and summarized in
Table 6,
Table 7 and
Table 8. Compared with solvents, the coefficients of IL are smaller. The coefficients of pure solvents and IL increase with the increase of temperature. In the mixture, the values increase with the increase of solvent content. Physically, the coefficient mathematically represents the expansion amount of a substance in reaction to a change in the temperature. It is observed that the solvents expand the thermal expansion coefficients of IL, making the molecules or atoms to be farther apart and the body to become larger.
3.2. Effects of Organic Solvents on The Viscosities of IL
In general, the Vogel–Fulcher–Tammann (VFT) equation is used to fit the viscosity [
50]:
where the unit of the viscosity
η is mPa·s; the parameters of
η0 (mPa·s),
B (K), and
T0 (K) are correlated by the measurement viscosity.
To check the IL viscosity, Equation (7) is performed to fit the experimental data and the calculated values are compared with the literature data.
Table 9 gives the viscosity data and the deviations for the IL viscosities in this work with the literature data [
10,
22,
23,
30,
33,
43,
44].
The viscosity of IL is sensitive to the impurities. Due to the different production processes, the impurities in IL are usually different as ionic liquid is purchased from different manufacturers. It is seen that the literature values are larger than the experimental data, but AARD is 1.56%, the maximum relative deviation is 2.38%, illustrating that the divergence between the experimental data with the literature viscosity is acceptable. To the best of our knowledge, there is no more literature data for the comparison. Moreover, the viscosity values of the organic solvents in this work and those in the literature are compared as shown in
Figures S10–S12 (in the Supplementary Material). AARD for DMA is 1.4% [
20], 2.6% [
22], 0.61% [
23], 0.63% [
26]. AARD for DMF is 1.29% [
51], 1.07% [
30], 1.77% [
33], 1.85% [
34], 3.34% [
20], 10.96% [
35], 6.82% [
36], 2.31% [
40]. AARD for DMSO is 0.54% [
43], 1.96% [
44], 1.46% [
33], 2.26% [
52], 6.67% [
35], 2.54% [
47], 2.98% [
48]. There are some considerable deviations when the experimental viscosities are compared with the literature values, but most of the deviations are in the reasonable range. Then, the experimental viscosities of ionic liquid with the three solvents at atmospheric pressure in the temperature of 303.15 to 338.15 K are conducted and summarized in
Table 10,
Table 11 and
Table 12.
Figure 3 and
Figures S13–S15 (in the Supplementary Material) depict the viscosities of binary mixtures as a function of IL mole fraction at atmospheric pressure. In
Figure 3, for the pure IL, when the temperature is 303.15 K, the viscosity is 804.52 mPa⋅s; the value is 88.11 mPa⋅s when the temperature is 338.15 K. The temperature has a more influence on IL viscosity.
Considering the viscosities of binary mixtures, at the temperature of 303.15 K, when the mole fraction of DMA is 0.120 (0.05 in mass), the viscosity of the mixture drops from 804.52 to 333.51 mPa⋅s; when the mole fraction of DMA is 0.394 (0.20 in mass), the viscosity of the mixture drops to 59.74 mPa⋅s; when the mole fraction is more than 0.4, there is no significant change in the value of the viscosity. Similarly, the viscosity of IL drops dramatically when a small volume of DMF is added into IL. Moreover, at the temperature of 303.15 K, when the mole fraction of DMSO is 0.132 (0.05 in mass), the viscosity of the mixture drops from 804.52 to 415.49 mPa⋅s; when the mole fraction of DMSO is 0.420 (0.20 in mass), the viscosity of the mixture drops to 73.58 mPa⋅s. Among these solvents, as shown in
Figure 3, the consequence for lowering the viscosity of IL is as: DMF>DMA>DMSO, namely, DMF has a more important effect on the reduction of IL viscosity.
Based on the experimental viscosity data and the VFT equation, the energy barrier
Eη is studied and it describes the energy that must be overcome to move the ion onto the other ion. It is calculated by the following equation [
53]:
where
R is the ideal gas constant (approximate 8.3145 J·K
−1·mol
−1);
η (mPa·s) is the viscosity,
B (K), and
T0 (K) are correlated from Equation (7).
Table 13 gives the fit parameters for Equation (7) as well as the energy barriers of the samples at 303.15 K. AARD is calculated between the experimental viscosity and the calculated data using Equation (7) correlated with the experimental value in this work. IL possesses the highest value of energy barrier, indicating that it is more difficult to move the ion upon the other ion in IL liquid. The value of the energy barrier decreases with the increase of the organic solvent content in the binary mixture that is consistent with the reduction of IL viscosity.
Towards further understanding the effects of organic solvents on the viscosity of IL, the viscosity deviation ∆
η is obtained by:
where
ηm is the viscosity of binary mixture,
xi and
ηi are the mole fraction and viscosity of pure substance
i, respectively.
Figure 4 and
Figures S16–S18 (in the Supplementary Material) present the viscosity deviations of binary mixtures as a function of IL mole fraction at atmospheric pressure. As shown in the figures, in the studied temperatures and compositions, all the deviations are negative, and the graphs are asymmetric. The absolute values decrease with the increase of temperature, indicating that at low temperature, the viscosities of the binary mixtures are far from those of the ideal mixtures. Moreover, the maximum absolute values are detected at the IL-rich area.
For the analysis, the solvatochromism is introduced to study the interactions in the binary mixtures using empirical solvent parameters: solvent acidity (
α), solvent basicity (
β), normalized empirical polarity (
), and dipolarity/polarizability (
π*). These values are
α = 0,
β = 0.76,
= 0.377,
π *= 0.88 for DMA,
α = 0,
β = 0.69,
= 0.386,
π* = 0.88 for DMF,
α = 0,
β = 0.76,
= 0.444,
π*≈1 for DMSO. The parameters for IL anion are
α = 0.43,
β = 1.05,
= 0.611,
π* = 1.04 [
9]. The parameter of solvent acidity means the ability to be as the hydrogen bond donor and the values are zero, indicating that the solvents lack the ability. The parameters of solvent basicity in the solvents are in the range of 0.69–0.76, showing the ability to perform as the hydrogen bond acceptor. IL is overall polar (
= 0.611) and possesses the high dipolarity/polarizability (
π* = 1.04) as well as the moderate tendency of hydrogen bond donor (
α = 0.43) and the strong ability of hydrogen bond acceptor (
β = 1.05) influenced by the cation and anion. These features in the combination of solvents with IL indicate that the contribution of Coulombic forces should be dominated for the interactions. In this work, the infrared spectrometer was used for the further studies and shown in the
Supplementary Material [
9,
54].
Furthermore, the hard-sphere model is employed to reproduce the viscosity. The reduced viscosity of rough hard sphere
is related to the reduced viscosity of smooth hard sphere
using a proportionally constant
Rη [
55,
56,
57]:
is obtained by:
where the unit of viscosity
η is Pa·s,
T is the temperature in Kelvin,
M is the formula weight in kg·mol
−1,
R is the universal gas constant (8.3141 J·mol
−1·K
−1), and
V is the molar volume in m
3·mol
−1.
is calculated by:
Here,
V/
V0 is defined as the reduced molar volume
Vr.
V0 is a characteristic molar volume in m
3·mol
−1 and it is proposed as:
In Equation (12), the coefficients of
aηi are extended by Ciotta et al. to dense liquids and they are 0, 5.14262, −35.5878, 192.05015, −573.37246, 957.41955, −833.36825, and 299.40932 [
58].
In Equations (12) and (13), the parameters of
a,
b, and
Rη are fitted using the measurement data.
Table 14 lists the parameters of
a,
b, and
Rη for pure substances, and AARD between the calculated data and experiment values. The hard-sphere model fits the viscosity data of pure substances well and the maximum absolute relative deviation (MD) is 1.2% for IL, 0.30% for DMA, 0.49% for DMF, and 0.61% for DMSO.
To predict the binary mixture viscosity based on the pure sample data, it is of importance to get the mixing rule. Warrier et al. modified the mixing rules to correlate the mixture viscosity of 1-ethoxy-1,1,2,2,3,3,4,4,4-nonafluorobutane (HFE 7200) with methanol and 1-ethoxybutane [
56]. In this work, the mixing rules are modified to work on the viscous liquids:
The subscript of “1”, “2”, and “mix” in the equations mean the pure substances of “IL”, “solvent”, and “the mixture”, respectively.
In Equation (17),
Kη is an adjustable parameter for any nonlinear dependence of viscosity, as shown in
Table 15. The viscosities of IL with DMA and DMSO can be correlated reasonably well without the adjustable parameter of
Kη with the AARD of 16.4% for IL-DMA and 17.8% for IL-DMSO. Large deviation is observed in IL-DMF mixture with AARD of 41.3%, but the deviation is reduced to 13.1% using
Kη = -3.512 in the calculation. In
Figure 4, in the three solvents, DMF has more effect on the reduction of IL viscosity and larger viscosity deviation in the observed IL-DMF mixture.
For further evaluation, another mixing rule proposed by Teja et al. is studied:
Here,
k12 is a binary interaction parameter.
Table 16 gives the parameter
k12 and AARD.
The mixing rule works well without the adjustable parameter
k12 with the AARD of 11.8% for IL-DMA and 14.5% for IL-DMSO. When the parameter
k12 is used, the values are reduced to 9.4% and 9.6%, respectively. For the mixture of IL with DMF, AARD are 26.8% and 15.3% with/without the parameter
k12, which works better than that of the first mixing rule. Teja et al. studied the mixing rule of Equation (18) to predict the viscosity of IL-water with the deviation from 7.10% to 16.37% [
57].
As discussed above, a small fraction of solvent in IL would cause the dramatic decrease in the viscosity, and the analysis indicates that interactions exit between IL and solvents, therefore, the mixing rules requires the additional study and further improvement concerning the interactions.