Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/87228
Title: A systematic method to estimate and validate enthalpies of formation using error-cancelling balanced reactions
Authors: Buerger, Philipp
Akroyd, Jethro
Mosbach, Sebastian
Kraft, Markus
Keywords: Enthalpy of Formation
Heat of Formation
Issue Date: 2018
Source: Buerger, P., Akroyd, J., Mosbach, S., & Kraft, M. (2018). A systematic method to estimate and validate enthalpies of formation using error-cancelling balanced reactions. Combustion and Flame, 187, 105-121.
Series/Report no.: Combustion and Flame
Abstract: This paper presents an automated framework that uses overlapping subsets of reference data to systematically derive an informed estimate of the standard enthalpy of formation of chemical species and assess the consistency of the reference data. The theory of error-cancelling balanced reactions (EBRs) is used to calculate estimates of the standard enthalpy of formation. Individual EBRs are identi ed using linear programming. The rst part of the framework recursively identi es multiple EBRs for speci ed target species. A distribution of estimates can then be determined for each species from which an informed estimate of the enthalpy is derived. The second part of the framework iteratively isolates inconsistent reference data and improves the prediction accuracy by excluding such data. The application of the framework is demonstrated for test cases from organic and inorganic chemistry, including transition metal complexes. Its application to a set of 920 carbon, hydrogen and oxygen containing species resulted in a rapid decrease of the mean absolute error for estimates of the enthalpy of formation of each species due to the identi cation and exclusion of inconsistent reference data. Its application to titanium-containing species identi ed that the available reference values of TiOCl and TiO(OH)2.
URI: https://hdl.handle.net/10356/87228
http://hdl.handle.net/10220/45351
ISSN: 0010-2180
DOI: 10.1016/j.combustflame.2017.08.013
Rights: © 2017 Elsevier. This is the author created version of a work that has been peer reviewed and accepted for publication by Combustion and Flame, Elsevier. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.1016/j.combustflame.2017.08.013].
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:SCBE Journal Articles

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