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Chemical modelling of multicomponent mixtures: Quality assurance is more than just equilibrium data quality assessment

机译:多组分混合物的化学建模:质量保证不只是平衡数据质量评估

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摘要

Despite the large amount of data available, the great effort put into searches for the 'best' parameters and many comparative modelling studies, considerable uncertainties continue to plague chemical thermodynamics. An important factor in this ongoing failure has been the notion that the problem can be solved by better assessment of data quality on a case-by-case basis. This approach has proved strikingly unsuccessful. A different methodology must therefore be found to meet the general requirements of thermodynamic modelling in aquatic chemistry. This paper discusses current practices in quality assessment of thermodynamic data and the problems associated with them. It outlines a general approach which might address the above problem based on two concepts: (i) using large databases to store as much of the available data as possible in the form that it appears in the literature along with an assessed 'score' or 'measure of information content' and (ii) then using automatic mechanisms informed by this score to produce the thermodynamically consistent datasets needed for modelling calculations.
机译:尽管有大量可用数据,但在“最佳”参数的搜索上投入了大量精力,并且进行了许多比较模型研究,但相当大的不确定性继续困扰着化学热力学。导致这种持续失败的一个重要因素是,可以通过逐案更好地评估数据质量来解决问题。事实证明,这种方法是不成功的。因此,必须找到一种不同的方法来满足水化学中热力学建模的一般要求。本文讨论了热力学数据质量评估的当前实践以及与之相关的问题。它概述了一种可以基于两个概念解决上述问题的通用方法:(i)使用大型数据库以文献中出现的形式存储尽可能多的可用数据,以及经过评估的“分数”或“信息内容的度量”,以及(ii)然后使用由该分数告知的自动机制来生成建模计算所需的热力学一致的数据集。

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