Gene expression programming strategy for estimation of flash point temperature of non-electrolyte organic compounds was written by Gharagheizi, Farhad;Ilani-Kashkouli, Poorandokht;Farahani, Nasrin;Mohammadi, Amir H.. And the article was included in Fluid Phase Equilibria in 2012.Reference of 112-59-4 The following contents are mentioned in the article:
The accuracy and predictability of correlations and models to determine the flammability characteristics of chem. compounds are of drastic significance in various chem. industries. In the present study, the main focus is on introducing and applying the gene expression programming (GEP) math. strategy to develop a comprehensive empirical method for this purpose. This work deals with presenting an empirical correlation to predict the flash point temperature of 1471 (non-electrolyte) organic compounds from 77 different chem. families. The parameters of the correlation include the mol. weight, critical temperature, critical pressure, acentric factor, and normal b.p. of the compounds The obtained statistical parameters including root mean square of error of the results from DIPPR 801 data (8.8, 8.9, 8.9 K for training, optimization and prediction sets, resp.) demonstrate improved accuracy of the results of the presented correlation with respect to previously-proposed methods available in open literature. This study involved multiple reactions and reactants, such as 2-(2-(Hexyloxy)ethoxy)ethanol (cas: 112-59-4Reference of 112-59-4).
2-(2-(Hexyloxy)ethoxy)ethanol (cas: 112-59-4) belongs to ethers. Carboxylic acid esters of low molecular weight are colourless, volatile liquids with pleasant odours, slightly soluble in water. Because of their lack of hydrogen-bond-donating ability, esters do not self-associate. Consequently, esters are more volatile than carboxylic acids of similar molecular weight.Reference of 112-59-4
Referemce:
Ether – Wikipedia,
Ether | (C2H5)2O – PubChem