TY - JOUR
T1 - Experimental Measurements, Correlation, and Prediction Models to Study 1-Ethyl-3-methylimidazolium Tetrafluoroborate Ionic Liquid Ternary Mixtures
AU - Masilo, Kgomotso
AU - Singh, Sangeeta
AU - Bahadur, Indra
AU - Tumba, Kaniki
AU - Paredes, Marcio Luis Lyra
AU - Hernández, Ariel
AU - Mohammad, Faruq
AU - Soleiman, Ahmed Abdullah
N1 - Publisher Copyright:
© 2024 American Chemical Society.
PY - 2024/1/11
Y1 - 2024/1/11
N2 - Volumetric and acoustic properties were obtained using density, ρ123, and speed of sound, u123, experimental values for ternary systems of {[EMIM][BF4] (x1) + acetic acid (x2) + acetophenone (x3)} (mix1) and {[EMIM][BF4] (x1) + propionic acid (x2) + acetophenone (x3)} (mix2) at T = (293.15-333.15) K and 0.1 MPa. The observed Vm123E and Δks123 data of the studied ternary mixtures were modeled with a total of 63 evaluated models, which resulted from a sum of each of nine predictive terms (no estimated parameters) with each of seven correlative terms (estimated parameters). The entire model is a correlative model, and if all of the parameters of the correlative term are set to zero, it becomes a predictive model. The ideal number of parameters in the correlation was then approximated using standard deviations (σ). For mix1, Vm123E was only negative and Δks123 was only positive, while for mix2 both negative and positive results were found for each property. Also, quantitative results point out that mix1 is closer to ideal behavior than mix2. The modeling for mix2 employed more complex equations, with more parameters, and even so presented worse deviations than for mix1. These results evidence the effect of one CH2 in the acid chain on the thermodynamic properties of these mixtures.
AB - Volumetric and acoustic properties were obtained using density, ρ123, and speed of sound, u123, experimental values for ternary systems of {[EMIM][BF4] (x1) + acetic acid (x2) + acetophenone (x3)} (mix1) and {[EMIM][BF4] (x1) + propionic acid (x2) + acetophenone (x3)} (mix2) at T = (293.15-333.15) K and 0.1 MPa. The observed Vm123E and Δks123 data of the studied ternary mixtures were modeled with a total of 63 evaluated models, which resulted from a sum of each of nine predictive terms (no estimated parameters) with each of seven correlative terms (estimated parameters). The entire model is a correlative model, and if all of the parameters of the correlative term are set to zero, it becomes a predictive model. The ideal number of parameters in the correlation was then approximated using standard deviations (σ). For mix1, Vm123E was only negative and Δks123 was only positive, while for mix2 both negative and positive results were found for each property. Also, quantitative results point out that mix1 is closer to ideal behavior than mix2. The modeling for mix2 employed more complex equations, with more parameters, and even so presented worse deviations than for mix1. These results evidence the effect of one CH2 in the acid chain on the thermodynamic properties of these mixtures.
UR - http://www.scopus.com/inward/record.url?scp=85181561165&partnerID=8YFLogxK
U2 - 10.1021/acs.jced.3c00420
DO - 10.1021/acs.jced.3c00420
M3 - Article
AN - SCOPUS:85181561165
SN - 0021-9568
VL - 69
SP - 25
EP - 37
JO - Journal of Chemical and Engineering Data
JF - Journal of Chemical and Engineering Data
IS - 1
ER -