Assessing Graph‐based Deep Learning Models for Predicting Flash Point
Sign Up to like & getrecommendations! Published in 2020 at "Molecular Informatics"
DOI: 10.1002/minf.201900101
Abstract: 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 unmeasured. To rapidly extend existing data to new compounds many… read more here.
Keywords: graph based; flash point; deep learning; point ... See more keywords
Strategies to develop robust neural network models: Prediction of flash point as a case study.
Sign Up to like & getrecommendations! Published in 2018 at "Analytica chimica acta"
DOI: 10.1016/j.aca.2018.05.015
Abstract: Artificial neural network (ANN) is one of the most widely used methods to develop accurate predictive models based on artificial intelligence and machine learning. In the present study, the important practical aspects of developing a… read more here.
Keywords: network; flash point; study; number ... See more keywords
On the relation between azeotropic behavior and minimum / maximum flash point occurrences in binary mixtures of flammable compounds
Sign Up to like & getrecommendations! Published in 2017 at "Fluid Phase Equilibria"
DOI: 10.1016/j.fluid.2017.08.019
Abstract: The flash point temperature and the boiling temperature of a mixture are related by the fact that both can be modeled based on vapor-liquid equilibrium (VLE) of each component. It has been suggested in the… read more here.
Keywords: binary mixtures; flash point; minimum maximum; point ... See more keywords
Impact of low flash point compounds (hydrocarbons containing eight carbon atoms) on the flash point of jet fuel and n-dodecane
Sign Up to like & getrecommendations! Published in 2021 at "Fuel"
DOI: 10.1016/j.fuel.2020.119389
Abstract: Abstract Fuel flash point is important for safe fuel handling. The presence of smaller, low flash point hydrocarbons (8 carbons atoms) found in fuel lowers its flashpoint. This work involved measuring the flash points of… read more here.
Keywords: flash; flash point; flash points; dodecane ... See more keywords
Flash point measurement and prediction of dodecane + ethanol + FAEE systems
Sign Up to like & getrecommendations! Published in 2021 at "Fuel"
DOI: 10.1016/j.fuel.2021.121723
Abstract: Abstract As interest in biofuel blends has grown through the years, especially in terms of jet fuel blend development, it has become more and more important to be aware of their physical chemical properties. One… read more here.
Keywords: ethanol; point measurement; prediction; dodecane ... See more keywords
New structure-based models for the prediction of flash point of multi-component organic mixtures
Sign Up to like & getrecommendations! Published in 2019 at "Thermochimica Acta"
DOI: 10.1016/j.tca.2018.11.012
Abstract: Abstract In this study, new models based on quantitative structure–property relationship (QSPR) have been developed to estimate the flash point of multi-component mixtures. For the model development, a large data set including 921 experimental data… read more here.
Keywords: multi component; structure; point; point multi ... See more keywords
Flash point prediction of binary totally and partially miscible water-alcohol mixtures by cubic-plus-association (CPA) equation of state
Sign Up to like & getrecommendations! Published in 2020 at "Thermochimica Acta"
DOI: 10.1016/j.tca.2020.178719
Abstract: Abstract In this study, a vapor pressure-based model is applied to predict the flash points of binary partially miscible aqueous-organic mixtures including 1-butanol-water, 2-butanol-water, isobutanol-water, and 1-pentanol-water. The high non-ideality of these systems is taken… read more here.
Keywords: partially miscible; water; flash point; cubic plus ... See more keywords
Prediction of Relative Density, Distillation Temperatures, Flash Point, and Cetane Number of S500 Diesel Oil Using Multivariate Calibration of Gas Chromatographic Profiles
Sign Up to like & getrecommendations! Published in 2018 at "Energy & Fuels"
DOI: 10.1021/acs.energyfuels.8b01295
Abstract: In the present study, hierarchical cluster analysis was used to select 150 S500 diesel fuel samples from an initial set of 1320 samples assayed through official standards according to ANP Brazilian Regulation No. 50/2013. Four… read more here.
Keywords: point cetane; s500 diesel; flash point; distillation temperatures ... See more keywords
Thermo- and physicochemical properties of native and exotic forest species of Valparaíso, Chile, as essential information for fire risk management
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Wildland Fire"
DOI: 10.1071/wf19086
Abstract: Wildfires in the Valparaiso region (Chile) account for one of the main threats to local biodiversity, ecosystem services and infrastructure. This study focused on producing an initial record of thermo- and physicochemical properties of local… read more here.
Keywords: native exotic; forest species; flash point; physicochemical properties ... See more keywords
Statistical compatibility in the flash point by Pensky-Martens closed cup tester of diesel fuel
Sign Up to like & getrecommendations! Published in 2017 at "Petroleum Science and Technology"
DOI: 10.1080/10916466.2017.1371744
Abstract: ABSTRACT The authors' aim is to evaluate the statistical compatibility in the flash point by Pensky-Martens closed cup tester of diesel fuel. As the data set has non-normal behavior, Friedman's test is used. There is… read more here.
Keywords: flash point; martens closed; statistical compatibility; pensky martens ... See more keywords