Prediction of flash-point temperature of alcohol/biodiesel/diesel fuel blends

A Álvarez, M Lapuerta, JR Agudelo - Industrial & Engineering …, 2019 - ACS Publications
Significant advances have been achieved in the last decades for predicting flash point, not
only for pure substances but also for multicomponent fuels, even if they are complex …

Fast, easy-to-use, machine learning-developed models of prediction of flash point, heat of combustion, and lower and upper flammability limits for inherently safer …

S Park, JP Bailey, HJ Pasman, Q Wang… - Computers & Chemical …, 2021 - Elsevier
This study proposes easy-to-apply machine learning-developed models, which predict four
flammability properties of pure organic compounds: the flash point, heat of combustion …

Simple method for reliable predicting flash points of unsaturated hydrocarbons

MH Keshavarz, M Ghanbarzadeh - Journal of hazardous materials, 2011 - Elsevier
This work introduces a simple method for prediction of the flash point of different classes of
unsaturated hydrocarbons including alkenes, alkynes and aromatics. Elemental composition …

Assessing graph‐based deep learning models for predicting flash point

X Sun, NJ Krakauer, A Politowicz, WT Chen… - Molecular …, 2020 - Wiley Online Library
Flash points of organic molecules play an important role in preventing flammability hazards
and large databases of measured values exist, although millions of compounds remain …

Combining mixing rules with QSPR models for pure chemicals to predict the flash points of binary organic liquid mixtures

T Gaudin, P Rotureau, G Fayet - Fire Safety Journal, 2015 - Elsevier
Flash point is a key property of liquids to evaluate the safety of industrial processes. Mixing
rules are commonly used to calculate the flash point of liquid mixtures, but they need …

Empirical method for representing the flash-point temperature of pure compounds

F Gharagheizi, A Eslamimanesh… - Industrial & …, 2011 - ACS Publications
Flash point temperature is one of the most-widely used physical properties for the evaluation
of the flammability hazard of combustible liquids. In this communication, an empirical …

Flash points of hydrocarbons and petroleum products: Prediction and evaluation of methods

SS Alqaheem, MR Riazi - Energy & Fuels, 2017 - ACS Publications
The flash point of hydrocarbons and petroleum mixtures is important safety-related data for
processing and handling of these materials. In this paper, experimentally measured data on …

Improved prediction of hydrocarbon flash points from boiling point data

FA Carroll, CY Lin, FH Quina - Energy & fuels, 2010 - ACS Publications
Flash points (T FP) of hydrocarbons are calculated from their flash point numbers, N FP, with
the relationship T FP (K)= 23.369 N FP 2/3+ 20.010 N FP 1/3+ 31.901 In turn, the N FP …

Insight into the contribution of individual functional groups to the flash point of organic compounds

D Mathieu, T Alaime - Journal of hazardous materials, 2014 - Elsevier
Flash point temperatures of organic compounds are predicted on the basis of a power law
involving 21 additive contributions associated with non-hydrogen atoms and ring structures …

Simple method to evaluate and to predict flash points of organic compounds

FA Carroll, CY Lin, FH Quina - Industrial & Engineering Chemistry …, 2011 - ACS Publications
Flash points (T FP) of organic compounds are calculated from their flash point numbers, N
FP, with the relationship T FP= 23.369 N FP2/3+ 20.010 N FP1/3+ 31.901. In turn, the N FP …