Forecasting mixture composition in the extractive distillation of n-hexane and ethyl acetate with n-methyl-2-pyrrolidone through ANN for a preliminary energy assessment

Forecasting mixture composition in the extractive distillation of n-hexane and ethyl acetate with n-methyl-2-pyrrolidone through ANN for a preliminary energy assessment

We developed an artificial neural network (ANN) to predict mole fractions in the extractive distillation of an n-hexane and ethyl acetate mixture, which are common organic solvents in chemical and pharmaceutical manufacturing. The ANN was trained on 250 data pairs from simulations in DWSIM software....

Full description

Bibliographic Details
Main Authors: Daniel Chuquin-Vasco, Dennise Chicaiza-Sagal, Cristina Calderón-Tapia, Nelson Chuquin-Vasco, Juan Chuquin-Vasco, Lidia Castro-Cepeda
Format: Article
Language:English
Published: AIMS Press 2024-03-01
Series:AIMS Energy
Subjects:
ann
dwsim
ethyl acetate
extractive distillation
n-hexane
Online Access:https://www.aimspress.com/article/doi/10.3934/energy.2024020?viewType=HTML

Internet

https://www.aimspress.com/article/doi/10.3934/energy.2024020?viewType=HTML

Similar Items