1
|
Vilas-Boas SM, Cordova IW, Abranches DO, Coutinho JAP, Ferreira O, Pinho SP. Modeling the Solubility of Monoterpenoids with Hybrid and Predictive Thermodynamic Tools. Ind Eng Chem Res 2023; 62:5326-5335. [PMID: 37014371 PMCID: PMC10064338 DOI: 10.1021/acs.iecr.2c03991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/20/2023] [Accepted: 02/28/2023] [Indexed: 03/14/2023]
Abstract
The Abraham and NRTL-SAC semipredictive models were employed to represent the solubility of (-)-borneol, (1R)-(+)-camphor, l-(-)-menthol, and thymol in water and organic solvents, using data measured in this work and collected from the literature. A reduced set of solubility data was used to estimate the model parameters of the solutes, and global average relative deviations (ARDs) of 27% for the Abraham model and 15% for the NRTL-SAC model were obtained. The predictive capability of these models was tested by estimating the solubilities in solvents not included in the correlation step. Global ARDs of 8% (Abraham model) and 14% (NRTL-SAC model) were obtained. Finally, the predictive COSMO-RS model was used to describe the solubility data in organic solvents, with ARD of 16%. These results show the overall better performance of NRTL-SAC in a hybrid correlation/prediction approach, while COSMO-RS can produce very satisfactory predictions even in the absence of any experimental data.
Collapse
Affiliation(s)
- Sérgio M. Vilas-Boas
- Centro de Investigação de Montanha (CIMO), Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253 Bragança, Portugal
- Laboratório para a Sustentabilidade e Tecnologia em Regiões de Montanha, Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253 Bragança, Portugal
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Isabella W. Cordova
- Centro de Investigação de Montanha (CIMO), Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253 Bragança, Portugal
- Laboratório para a Sustentabilidade e Tecnologia em Regiões de Montanha, Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253 Bragança, Portugal
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Dinis O. Abranches
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
| | - João A. P. Coutinho
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Olga Ferreira
- Centro de Investigação de Montanha (CIMO), Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253 Bragança, Portugal
- Laboratório para a Sustentabilidade e Tecnologia em Regiões de Montanha, Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253 Bragança, Portugal
| | - Simão P. Pinho
- Centro de Investigação de Montanha (CIMO), Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253 Bragança, Portugal
- Laboratório para a Sustentabilidade e Tecnologia em Regiões de Montanha, Instituto Politécnico de Bragança, Campus de Santa Apolónia, 5300-253 Bragança, Portugal
| |
Collapse
|
2
|
Enhancement of clozapine solubility in three aqueous choline chloride-based deep eutectic solvents: Experimental and COSMO-RS prediction. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
3
|
Vilas-Boas SM, Cordova IW, Kurnia KA, Almeida HH, Gaschi PS, Coutinho JA, Pinho SP, Ferreira O. Comparison of two computational methods for solvent screening in countercurrent and centrifugal partition chromatography. J Chromatogr A 2022; 1666:462859. [DOI: 10.1016/j.chroma.2022.462859] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 01/24/2022] [Accepted: 01/25/2022] [Indexed: 01/13/2023]
|
4
|
|
5
|
Yan H, Liu Y, Peng H, Li J, Chen M, Gong J. Revealing dissolution behavior of o-methoxybenzoic acid in twelve pure solvents using thermodynamic analysis and molecular simulation. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116242] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
|
6
|
Equilibrium solubility of exo-5,6-dehydronorcantharidin in thirteen pure solvents: Determination, correlation, Hansen solubility parameter and thermodynamic properties. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2020.113384] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
|
7
|
Zhao S, Ma Y, Tang W. Thermodynamic analysis and molecular dynamic simulation of solid-liquid phase equilibrium of griseofulvin in three binary solvent systems. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.111600] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
8
|
Experimental determination and prediction of the solubility of alpha-(trichloromethyl) benzyl acetate in monosolvents and binary mixed solvents. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.111633] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
|
9
|
Application of the Consonance Solvent Concept for Accurate Prediction of Buckminster Solubility in 180 Net Solvents using COSMO-RS Approach. Symmetry (Basel) 2019. [DOI: 10.3390/sym11060828] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
The default COSMO-RS (Conductor like Screening Model for Real Solvents) approach is incapable of accurate computation of C60 solubility in net solvents. Additionally, there is no adequate selection of single or multiple reference solvent, which can be applied to the whole population of 180 solvents for improving prediction of mole fraction at saturated conditions. This failure cannot be addressed to inaccurate data of the Buckminster fusion, although they pose a challenge for experimental measurement due to intense sublimation of C60 at elevated temperatures and the possibility of solvates precipitation. However, taking advantage of the richness of experimental data of fullerene solubility, it is possible to identify the source of errors expressed in terms of fluidization affinity. Classification of solvents according to the value of this fluidization term allowed for formulation of a consonance solvents approach, which enables accurate prediction of C60 solubility using the single reference solvent method.
Collapse
|
10
|
Solid-liquid phase equilibrium and thermodynamic analysis of metal dithiolene complex: The case of zinc dibutyldithiocarbamate. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.04.039] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
|
11
|
|
12
|
Thermodynamic analysis and molecular dynamic simulation of the solubility of vortioxetine hydrobromide in three binary solvent mixtures. J Mol Liq 2018. [DOI: 10.1016/j.molliq.2018.09.130] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
13
|
Abdul Mudalip SK, Abu Bakar MR, Jamal P, Adam F. Prediction of Mefenamic Acid Solubility and Molecular Interaction Energies in Different Classes of Organic Solvents and Water. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b02722] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Siti K. Abdul Mudalip
- Centre of Excellence for Advanced Research in Fluid Flow, Faculty of Chemical & Natural Resources Engineering, University Malaysia Pahang, Gambang, Kuantan, Pahang 26300, Malaysia
| | - Mohd R. Abu Bakar
- Department of Pharmaceutical Technology, Kulliyyah of Pharmacy, International Islamic University Malaysia, Bandar Indera Mahkota, Kuantan 25200, Pahang Malaysia
| | - P. Jamal
- Department of Biotechnology Engineering, Kulliyyah of Engineering, International Islamic University Malaysia, Kuala Lumpur 50728, Malaysia
| | - F. Adam
- Centre of Excellence for Advanced Research in Fluid Flow, Faculty of Chemical & Natural Resources Engineering, University Malaysia Pahang, Gambang, Kuantan, Pahang 26300, Malaysia
| |
Collapse
|
14
|
Cui Y, Xu S, Wu S, Du S, Cao Y, Chen Y, Liu L, Dong W, Gong J. Temperature and solvent dependent thermodynamic behavior of tetrabromobisphenol A. J Mol Liq 2017. [DOI: 10.1016/j.molliq.2017.05.118] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
15
|
Dong X, Cao Y, Lin H, Yao Y, Guo Y, Wang T, Wu S, Wu Z. Solubilities of formononetin and daidzein in organic solvents: Effect of molecular structure and interaction on solvation process. J Mol Liq 2017. [DOI: 10.1016/j.molliq.2017.02.051] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
16
|
Equations for the Partition of Neutral Molecules, Ions and Ionic Species from Water to Water–Methanol Mixtures. J SOLUTION CHEM 2016. [DOI: 10.1007/s10953-016-0479-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
|
17
|
Gong J, Wang Y, Du S, Dong W, Yu B, Wu S, Hou J, Wang J. Industrial Crystallization in China. Chem Eng Technol 2016. [DOI: 10.1002/ceat.201500718] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|
18
|
Fan JP, Liao DD, Zhen B, Xu XK, Zhang XH. Measurement and Modeling of the Solubility of Genistin in Water + (Ethanol or Acetone) Binary Solvent Mixtures at T = 278.2–313.2 K. Ind Eng Chem Res 2015. [DOI: 10.1021/acs.iecr.5b03393] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jie-Ping Fan
- Key Laboratory of Poyang Lake Ecology and Bio-Resource Utilization
of Ministry of Education, Department of Chemical Engineering, and ‡School of Foreign
Language, Nanchang University, Nanchang 330031, China
| | - Dan-Dan Liao
- Key Laboratory of Poyang Lake Ecology and Bio-Resource Utilization
of Ministry of Education, Department of Chemical Engineering, and ‡School of Foreign
Language, Nanchang University, Nanchang 330031, China
| | - Bing Zhen
- Key Laboratory of Poyang Lake Ecology and Bio-Resource Utilization
of Ministry of Education, Department of Chemical Engineering, and ‡School of Foreign
Language, Nanchang University, Nanchang 330031, China
| | - Xiao-Kang Xu
- Key Laboratory of Poyang Lake Ecology and Bio-Resource Utilization
of Ministry of Education, Department of Chemical Engineering, and ‡School of Foreign
Language, Nanchang University, Nanchang 330031, China
| | - Xue-Hong Zhang
- Key Laboratory of Poyang Lake Ecology and Bio-Resource Utilization
of Ministry of Education, Department of Chemical Engineering, and ‡School of Foreign
Language, Nanchang University, Nanchang 330031, China
| |
Collapse
|