Mixtures Recomposition by Neural Nets: A Multidisciplinary Overview

A Nicolle, S Deng, M Ihme… - Journal of Chemical …, 2024 - ACS Publications
Artificial Neural Networks (ANNs) are transforming how we understand chemical mixtures,
providing an expressive view of the chemical space and multiscale processes. Their …

Approximate moment methods for population balance equations in particulate and bioengineering processes

R Dürr, A Bück - Processes, 2020 - mdpi.com
Population balance modeling is an established framework to describe the dynamics of
particle populations in disperse phase systems found in a broad field of industrial, civil, and …

SAFT associating fluids and fluid mixtures

C McCabe, A Galindo - 2010 - books.rsc.org
While we could argue that the goals of modelling fluid phase equilibria have not changed
greatly since the time of van der Waals, there is little doubt that the systems of interest have …

A quasi-discrete model for heating and evaporation of complex multicomponent hydrocarbon fuel droplets

SS Sazhin, AE Elwardany, EM Sazhina… - International Journal of …, 2011 - Elsevier
A quasi-discrete model for heating and evaporation of complex multicomponent
hydrocarbon fuel droplets is suggested and tested in Diesel engine-like conditions. The …

A quasi-discrete model for droplet heating and evaporation: application to Diesel and gasoline fuels

AE Elwardany, SS Sazhin - Fuel, 2012 - Elsevier
The previously suggested quasi-discrete model for heating and evaporation of complex
multi-component hydrocarbon fuel droplets is generalised to take into account the …

Phase equilibrium calculations with quasi-Newton methods

DV Nichita, M Petitfrere - Fluid Phase Equilibria, 2015 - Elsevier
The phase split problem, formulated as an unconstrained minimization of the Gibbs free
energy, is commonly solved by the second-order Newton method, preceded by a number of …

Comparison of the accuracy and performance of quadrature-based methods for population balance problems with simultaneous breakage and aggregation

LFLR Silva, RC Rodrigues, JF Mitre… - Computers & chemical …, 2010 - Elsevier
Simulations of polydisperse multiphase flows must include the effects of particle breakage
and aggregation, which requires the solution of the population balance equation (PBE) …

Comparison of lumping methods to adaptive characterization in representing phase equilibria of hydrocarbon mixtures using PC-SAFT EOS

FC de Oliveira, PLC Lage, P Couto - Chemical Engineering Science, 2023 - Elsevier
This work compared three classical lumping and Lage's re-characterization methods in
representing the C 7+ fraction of hydrocarbon mixtures with fewer pseudo-components. Two …

Continuous thermodynamics for droplet vaporization: Comparison between Gamma-PDF model and QMoM

C Laurent, G Lavergne… - Comptes …, 2009 - comptes-rendus.academie-sciences …
La modélisation à Thermodynamique Continue (MTC)(Cotterman et al., 1985) est une
méthode appropriée pour réduire les coûts de calcul associés à la modélisation de …

A hybrid droplet vaporization-chemical surrogate approach for emulating vaporization, physical properties, and chemical combustion behavior of multicomponent fuels

AY Cooney, SL Singer - Proceedings of the Combustion Institute, 2019 - Elsevier
The complex nature of multicomponent aviation fuels presents a daunting task for accurately
simulating combustion behavior without incurring impractical computational costs. To reduce …