Numerical Approaches to Determine Cetane Number of Hydrocarbons and Oxygenated Compounds, Mixtures, and their Blends
Benoit Creton,
Nathalie Brassart,
Amandine Herbaut
et al.
Abstract:In the present work, we report the development and use of models to predict the cetane number of hydrocarbons and oxygenated compounds, mixtures, and their blends. The study is divided in three steps: (i) the prediction of pure compounds' CN using ML-based approaches, (ii) the development and application of mixing rules, and (iii) the external validation of models on a set of real fuels. Experimental CN values for 658 pure compounds are collected from the literature and merged to obtain a consistent and compre… Show more
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