Calculation of the Isobaric Heat Capacities of the Liquid and Solid Phase of Organic Compounds at 298.15K by Means of the Group-Additivity Method

The calculation of the isobaric heat capacities of the liquid and solid phase of molecules at 298.15 K is presented, applying a universal computer algorithm based on the atom-groups additivity method, using refined atom groups. The atom groups are defined as the molecules’ constituting ato...

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Main Author: Rudolf Naef
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/25/5/1147
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spelling doaj-6faddb69088e4fe2a6918648812bc18e2020-11-25T01:55:07ZengMDPI AGMolecules1420-30492020-03-01255114710.3390/molecules25051147molecules25051147Calculation of the Isobaric Heat Capacities of the Liquid and Solid Phase of Organic Compounds at 298.15K by Means of the Group-Additivity MethodRudolf Naef0Department of Chemistry, University of Basel, 4003 Basel, SwitzerlandThe calculation of the isobaric heat capacities of the liquid and solid phase of molecules at 298.15 K is presented, applying a universal computer algorithm based on the atom-groups additivity method, using refined atom groups. The atom groups are defined as the molecules&#8217; constituting atoms and their immediate neighbourhood. In addition, the hydroxy group of alcohols are further subdivided to take account of the different intermolecular interactions of primary, secondary, and tertiary alcohols. The evaluation of the groups&#8217; contributions has been carried out by solving a matrix of simultaneous linear equations by means of the iterative Gauss&#8722;Seidel balancing calculus using experimental data from literature. Plausibility has been tested immediately after each fitting calculation using a 10-fold cross-validation procedure. For the heat capacity of liquids, the respective goodness of fit of the direct (<i>r</i><sup>2</sup>) and the cross-validation calculations (<i>q</i><sup>2</sup>) of 0.998 and 0.9975, and the respective standard deviations of 8.24 and 9.19 J/mol/K, together with a mean absolute percentage deviation (MAPD) of 2.66%, based on the experimental data of 1111 compounds, proves the excellent predictive applicability of the present method. The statistical values for the heat capacity of solids are only slightly inferior: for <i>r</i><sup>2</sup> and <i>q</i><sup>2</sup>, the respective values are 0.9915 and 0.9874, the respective standard deviations are 12.21 and 14.23 J/mol/K, and the MAPD is 4.74%, based on 734 solids. The predicted heat capacities for a series of liquid and solid compounds have been directly compared to those received by a complementary method based on the "true" molecular volume and their deviations have been elucidated.https://www.mdpi.com/1420-3049/25/5/1147heat capacitygroup-additivity methodionic liquids
collection DOAJ
language English
format Article
sources DOAJ
author Rudolf Naef
spellingShingle Rudolf Naef
Calculation of the Isobaric Heat Capacities of the Liquid and Solid Phase of Organic Compounds at 298.15K by Means of the Group-Additivity Method
Molecules
heat capacity
group-additivity method
ionic liquids
author_facet Rudolf Naef
author_sort Rudolf Naef
title Calculation of the Isobaric Heat Capacities of the Liquid and Solid Phase of Organic Compounds at 298.15K by Means of the Group-Additivity Method
title_short Calculation of the Isobaric Heat Capacities of the Liquid and Solid Phase of Organic Compounds at 298.15K by Means of the Group-Additivity Method
title_full Calculation of the Isobaric Heat Capacities of the Liquid and Solid Phase of Organic Compounds at 298.15K by Means of the Group-Additivity Method
title_fullStr Calculation of the Isobaric Heat Capacities of the Liquid and Solid Phase of Organic Compounds at 298.15K by Means of the Group-Additivity Method
title_full_unstemmed Calculation of the Isobaric Heat Capacities of the Liquid and Solid Phase of Organic Compounds at 298.15K by Means of the Group-Additivity Method
title_sort calculation of the isobaric heat capacities of the liquid and solid phase of organic compounds at 298.15k by means of the group-additivity method
publisher MDPI AG
series Molecules
issn 1420-3049
publishDate 2020-03-01
description The calculation of the isobaric heat capacities of the liquid and solid phase of molecules at 298.15 K is presented, applying a universal computer algorithm based on the atom-groups additivity method, using refined atom groups. The atom groups are defined as the molecules&#8217; constituting atoms and their immediate neighbourhood. In addition, the hydroxy group of alcohols are further subdivided to take account of the different intermolecular interactions of primary, secondary, and tertiary alcohols. The evaluation of the groups&#8217; contributions has been carried out by solving a matrix of simultaneous linear equations by means of the iterative Gauss&#8722;Seidel balancing calculus using experimental data from literature. Plausibility has been tested immediately after each fitting calculation using a 10-fold cross-validation procedure. For the heat capacity of liquids, the respective goodness of fit of the direct (<i>r</i><sup>2</sup>) and the cross-validation calculations (<i>q</i><sup>2</sup>) of 0.998 and 0.9975, and the respective standard deviations of 8.24 and 9.19 J/mol/K, together with a mean absolute percentage deviation (MAPD) of 2.66%, based on the experimental data of 1111 compounds, proves the excellent predictive applicability of the present method. The statistical values for the heat capacity of solids are only slightly inferior: for <i>r</i><sup>2</sup> and <i>q</i><sup>2</sup>, the respective values are 0.9915 and 0.9874, the respective standard deviations are 12.21 and 14.23 J/mol/K, and the MAPD is 4.74%, based on 734 solids. The predicted heat capacities for a series of liquid and solid compounds have been directly compared to those received by a complementary method based on the "true" molecular volume and their deviations have been elucidated.
topic heat capacity
group-additivity method
ionic liquids
url https://www.mdpi.com/1420-3049/25/5/1147
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