Prediction of the Normal Boiling Points and Enthalpy of Vaporizations of Alcohols and Phenols Using Topological Indices

被引:28
作者
Arjmand, F. [1 ]
Shafiei, F. [1 ]
机构
[1] Islamic Azad Univ, Arak Branch, Fac Sci, Dept Chem, Arak, Iran
关键词
QSPR; molecular descriptors; graph theory; MLR; validation; WIENER POLARITY INDEX; SZEGED INDEX; HYPER-WIENER; QSPR; CONNECTIVITY; DESCRIPTORS; ALGORITHM; MODELS;
D O I
10.1134/S0022476618030393
中图分类号
O61 [无机化学];
学科分类号
070301 ; 081704 ;
摘要
Establishing quantitative correlations between various molecular properties and chemical structures is of great technological importance for environmental and medical aspects. These approaches are referred to as Quantitative Structure-Property Relationships (QSPR), which relate the physico-chemical or thermodynamic properties of compounds to their structures. The main goal of QSPR studies is to find a mathematical relationship between the property of interest and a number of molecular descriptors derived from the structure of the molecule. The current study presents the relationship between the Randic' ((1)chi), Balaban (J),Wiener polarity (W-p), Hyper Wiener (WW), Szeged (Sz), Harary (H) and Wiener (W) indices to the normal boiling points (T (bp), K) and the standard enthalpies of vaporization (Delta H (vap) (0) , kJ/mol(-1)) of 227 alcohols and phenols. The multiple linear regression (MLR) and backward methods were employed to give the QSPR models. After MLR analysis, we studied the validation of linearity between the molecular descriptors in the best models for used properties. The results have shown that three descriptors (W, (1)chi, J) could be efficiently used for estimating the normal boiling points, and two descriptors ((1)chi, J) could be used for modeling and predicting the standard enthalpies of vaporization of considered compounds.
引用
收藏
页码:748 / 754
页数:7
相关论文
共 30 条
[21]  
Mu LL, 2006, MATCH-COMMUN MATH CO, V56, P217
[22]  
Pogliani L, 2002, CROAT CHEM ACTA, V75, P409
[23]   CHARACTERIZATION OF MOLECULAR BRANCHING [J].
RANDIC, M .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1975, 97 (23) :6609-6615
[24]  
Randic M, 2002, ACTA CHIM SLOV, V49, P483
[25]   GENERALIZED MOLECULAR DESCRIPTORS [J].
RANDIC, M .
JOURNAL OF MATHEMATICAL CHEMISTRY, 1991, 7 (1-4) :155-168
[26]  
Roache P.J., 1998, Verification and validation in computational science and engineering, P446
[27]  
Shukla S. T., 2010, PHARM CHEM, V2, P200
[28]  
Yuan Y., 2012, J BIOPHYS CHEM, V3, P49
[29]   Relations between Wiener, hyper-Wiener and Zagreb indices [J].
Zhou, B ;
Gutman, I .
CHEMICAL PHYSICS LETTERS, 2004, 394 (1-3) :93-95
[30]  
Ziraoui R., 2011, J. Mater. Environ. Sci, V2, P225