Solubility prediction of solutes in non-aqueous binary solvent mixtures

Abstract

Foi investigada a possibilidade de substituir os parâmetros de Abraham calculados teoricamente pelos parâmetros experimentais, na previsão da solubilidade de solutos não-aquoso em misturas de solventes binários, utilizando-se o modelo de Jouyban-Acree. As solubilidades de 90 conjuntos de dados, coletados a partir da literatura, foram preditas utilizando-se estes parâmetros, os coeficientes de solventes e também as solubilidades de sistemas mono-solventes. A precisão das solubilidades previstas foi avaliada calculando-se a média percentual do desvio (MPD) e também dos desvios percentuais (IPDs) individuais. O MPD global para a análise utilizando os parâmetros de Abraham, experimentais e teóricos, foram os mesmos e <14%. Uma boa distribuição (IPD) foi obtida por estas análises numéricas. Os conjuntos de dados investigados neste trabalho foram coletados a várias temperaturas e os resultados confirmaram a possibilidade de previsão da solubilidade em solventes binários a diferentes temperaturas. Explorou-se a possibilidade de cálculos ab initio nesta previsão utilizando as solubilidades calculadas em sistemas mono-solventes. No entanto, a diferença entre os valores previstos e observados, para os coeficientes dos solventes, aumentou para aproximadamente 60% e 200% quando usou-se gás e água, respectivamente. Estes, são valores muito grandes para várias aplicações de previsão.The possibility of replacing theoretically computed Abraham parameters with the experimental Abraham parameters in solubility prediction of solutes in non-aqueous binary solvent mixtures using the Jouyban-Acree model was investigated. The solubilities of 90 data sets collected from the literature were predicted using their Abraham parameters, the solvent coefficients and also the solubilities in mono-solvent systems. The accuracy of the predicted solubilities was evaluated by calculating the mean percentage deviation (MPD) and also individual percentage deviations (IPDs). The overall MPD for the analysis using experimental and computed Abraham parameters were the same and was < 14%. A favoured IPD distribution was obtained for these numerical analyses. The data sets investigated in this work were collected at various temperatures and the results confirmed the possibility of solubility prediction in binary solvents at various temperatures. We did explore the possibility of ab initio solubility prediction of solutes in binary mixtures using the calculated solubilities in mono-solvent systems, however, the difference between the predicted and observed values increased to ca. 60% for gas-to-solvent coefficients and ca. 200% for waterto-solvent coefficients, which is too large for many predictive applications.Keywords: solubility, prediction, non-aqueous mixed solvents, Abraham model, JouybanAcree model IntroductionSolubility of a solute is affected by solvent's and solute's chemical structures and could be mathematically represented using meaningful parameters like Abraham solvation parameters. The Abraham solvation parameter models provided numerical...

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