Matches in SemOpenAlex for { <https://semopenalex.org/work/W2900145409> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2900145409 endingPage "82" @default.
- W2900145409 startingPage "67" @default.
- W2900145409 abstract "The purpose of this work was to predict liquid-liquid equilibrium of binary systems including N-formylmorpholine (NFM) with alkanes (heptane, nonane, and 2,2,4-trimethylpentane) over the temperature range from around 300 K to 420 K. Therefore, three feed-forward artificial neural network (ANN) models were developed for the three systems. Compositions of alkanesin light phase and heavy phase were considered as network inputs, and the temperature was the output variable. Genetic algorithm (GA) method was used to design the neural network. It minimized the total mean squared error (MSE) between net output and desired output with optimizing weights and biases of the ANN. The validity of the models was evaluated through a test data set, which was not used in the training data set. The results of this work show that the hybrid of artificial neural network and genetic algorithm (ANN–GA) can estimate the LLE of the binary systems with high precision." @default.
- W2900145409 created "2018-11-16" @default.
- W2900145409 creator A5046412346 @default.
- W2900145409 date "2019-01-01" @default.
- W2900145409 modified "2023-09-26" @default.
- W2900145409 title "Estimation of LLE Data for Binary Systems of N-Formylmorpholine with Alkanes Using Artificial Neural Network–Genetic Algorithm (ANN–GA) Model" @default.
- W2900145409 doi "https://doi.org/10.22034/chemm.2018.133293.1059" @default.
- W2900145409 hasPublicationYear "2019" @default.
- W2900145409 type Work @default.
- W2900145409 sameAs 2900145409 @default.
- W2900145409 citedByCount "0" @default.
- W2900145409 crossrefType "journal-article" @default.
- W2900145409 hasAuthorship W2900145409A5046412346 @default.
- W2900145409 hasConcept C105795698 @default.
- W2900145409 hasConcept C11413529 @default.
- W2900145409 hasConcept C119857082 @default.
- W2900145409 hasConcept C139945424 @default.
- W2900145409 hasConcept C154945302 @default.
- W2900145409 hasConcept C177264268 @default.
- W2900145409 hasConcept C199360897 @default.
- W2900145409 hasConcept C33923547 @default.
- W2900145409 hasConcept C41008148 @default.
- W2900145409 hasConcept C48372109 @default.
- W2900145409 hasConcept C50644808 @default.
- W2900145409 hasConcept C58489278 @default.
- W2900145409 hasConcept C8880873 @default.
- W2900145409 hasConcept C94375191 @default.
- W2900145409 hasConceptScore W2900145409C105795698 @default.
- W2900145409 hasConceptScore W2900145409C11413529 @default.
- W2900145409 hasConceptScore W2900145409C119857082 @default.
- W2900145409 hasConceptScore W2900145409C139945424 @default.
- W2900145409 hasConceptScore W2900145409C154945302 @default.
- W2900145409 hasConceptScore W2900145409C177264268 @default.
- W2900145409 hasConceptScore W2900145409C199360897 @default.
- W2900145409 hasConceptScore W2900145409C33923547 @default.
- W2900145409 hasConceptScore W2900145409C41008148 @default.
- W2900145409 hasConceptScore W2900145409C48372109 @default.
- W2900145409 hasConceptScore W2900145409C50644808 @default.
- W2900145409 hasConceptScore W2900145409C58489278 @default.
- W2900145409 hasConceptScore W2900145409C8880873 @default.
- W2900145409 hasConceptScore W2900145409C94375191 @default.
- W2900145409 hasIssue "1" @default.
- W2900145409 hasLocation W29001454091 @default.
- W2900145409 hasOpenAccess W2900145409 @default.
- W2900145409 hasPrimaryLocation W29001454091 @default.
- W2900145409 hasRelatedWork W1265138161 @default.
- W2900145409 hasRelatedWork W1974048947 @default.
- W2900145409 hasRelatedWork W1987090206 @default.
- W2900145409 hasRelatedWork W2007259315 @default.
- W2900145409 hasRelatedWork W2013547400 @default.
- W2900145409 hasRelatedWork W2015558267 @default.
- W2900145409 hasRelatedWork W2024190040 @default.
- W2900145409 hasRelatedWork W2090853142 @default.
- W2900145409 hasRelatedWork W2102686714 @default.
- W2900145409 hasRelatedWork W2109152811 @default.
- W2900145409 hasRelatedWork W2127459739 @default.
- W2900145409 hasRelatedWork W2355716327 @default.
- W2900145409 hasRelatedWork W2375096299 @default.
- W2900145409 hasRelatedWork W2563625060 @default.
- W2900145409 hasRelatedWork W2802673321 @default.
- W2900145409 hasRelatedWork W2913220115 @default.
- W2900145409 hasRelatedWork W2992001800 @default.
- W2900145409 hasRelatedWork W3088926037 @default.
- W2900145409 hasRelatedWork W3132498446 @default.
- W2900145409 hasRelatedWork W2310645585 @default.
- W2900145409 hasVolume "3" @default.
- W2900145409 isParatext "false" @default.
- W2900145409 isRetracted "false" @default.
- W2900145409 magId "2900145409" @default.
- W2900145409 workType "article" @default.