Exploratory analysis in thermodynamics of equilibria. Classification and prediction of benzoic acid strength in aqueous-organic solvents

被引:7
作者
Bondarev, N. V. [1 ]
机构
[1] Kharkov Natl Univ, Pl Svobody 4, UA-61022 Kharkov, Ukraine
关键词
multivariate analysis; clusterization; dissociation constant; benzoic acid; empirical parameter; regression model; DISCRIMINANT-ANALYSIS; DISSOCIATION; WATER; CONSTANTS; MIXTURES;
D O I
10.1134/S1070363216060025
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Decisive rule for classification and prediction of benzoic acid strength from dielectric constant and Kamlet-Taft parameter of the mixed solvents (water-methanol, water-ethanol, and water-2-propanol) has been elaborated basing on the results of multivariate exploratory analysis. The rule has been verified using the independent experimental data on dissociation constant of benzoic acid in water-dioxane and water-dimethylsulfoxide mixtures. Two-parameter linear regression model of the Gibbs energy of benzoic acid dissociation as a function of the properties of aqueous-alcoholic solvents has been built, and the contributions of dielectric and cohesion medium properties to the decrease in the acid strength have been shown.
引用
收藏
页码:1221 / 1228
页数:8
相关论文
共 38 条
[1]   Multiple factor analysis: principal component analysis for multitable and multiblock data sets [J].
Abdi, Herve ;
Williams, Lynne J. ;
Valentin, Domininique .
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2013, 5 (02) :149-179
[2]  
Aivazyan S.A., 1989, PRIKLADNAYA STAT KLA
[3]  
[Anonymous], 2014, PRACT ASSESS RES EVA, DOI DOI 10.7275/DSEP-4220
[4]  
Bondarev N.V., 2012, THERMODYNAMICS EQUIL
[5]  
Bondarev S.N., 2011, BUTLEROVSK SOOBSHCH, V27, P1
[6]  
Bondarev S.N., 2011, BUTLEROVSK SOOBSHCH, V27, P36
[7]  
Bondarev S. N., 2010, KARKOVSK NATS U, V932, P70
[8]  
Bondarev S.N., 2011, BUTLEROVSK SOOBSHCH, V27, P15
[9]  
Borovikov V.A., 2003, Statistica. The Art of Data Analysis on the Computer
[10]   Principal Component Analysis as an Outlier Detection Tool for Polycyclic Aromatic Hydrocarbon Concentrations in Ambient Air [J].
Brown, Richard J. C. ;
Brown, Andrew S. .
WATER AIR AND SOIL POLLUTION, 2012, 223 (07) :3807-3816