Mostrar el registro sencillo del ítem

dc.contributor.authorMoldes, Oscar A
dc.contributor.authorAstray, Gonzalo (1)
dc.contributor.authorCid, Antonio
dc.contributor.authorIglesias-Otero, Manuel A
dc.contributor.authorMorales, Jorge
dc.contributor.authorMejuto, Juan C
dc.date2013-09
dc.date.accessioned2017-09-21T16:08:36Z
dc.date.available2017-09-21T16:08:36Z
dc.identifier.issn0932-3414
dc.identifier.urihttps://reunir.unir.net/handle/123456789/5566
dc.description.abstractDifferent artificial neural networks architectures have been assayed to predict percolation temperature of AOT/iC(8)/H2O microemulsions in the presence of n-alkyl acids with a chain length between 0 and 24 carbons, using a multilayer perceptron with five easy-acquired entrance variables (number of carbons, log P, length of the hydrocarbon chain, plc, and acid concentration). The evaluation of the neural networks was carried out by means of RMSE and IDP, resulting that the architecture with better results consists in five input neurons, two middle layers (with five and ten neuron respectively) and one output neuron. Results prove that Artificial Neural Networks are a useful tool elaborating models to predict percolation temperature of microemulsion systems in the presence of additives.es_ES
dc.language.isoenges_ES
dc.publisherTenside Surfactants Detergentses_ES
dc.relation.ispartofseries;vol. 50, nº 5
dc.relation.urihttp://www.hanser-elibrary.com/doi/abs/10.3139/113.110268?journalCode=tsdes_ES
dc.rightsrestrictedAccesses_ES
dc.subjectmicroemulsiones_ES
dc.subjectelectrical percolationes_ES
dc.subjectpredictiones_ES
dc.subjectartificial neural network (ANN)es_ES
dc.subjectAOTes_ES
dc.subjectorganic acides_ES
dc.subjectJCRes_ES
dc.subjectScopuses_ES
dc.titlePercolation Threshold of AOT Microemulsions with n-Alkyl Acids as Additives Prediction by Means of Artificial Neural Networkses_ES
dc.typeArticulo Revista Indexadaes_ES
reunir.tag~ARIes_ES
dc.identifier.doihttps://doi.org/10.3139/113.110268


Ficheros en el ítem

FicherosTamañoFormatoVer

No hay ficheros asociados a este ítem.

Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem