Repositorio de producción científica de la Universidad de Sevilla

A Decision Support System for consumption optimization in a naphtha reforming plant

 

Advanced Search
 
Opened Access A Decision Support System for consumption optimization in a naphtha reforming plant
Cites

Show item statistics
Icon
Export to
Author: Biscarri Triviño, Félix
Monedero Goicoechea, Iñigo Luis
León de Mora, Carlos
Guerrero Alonso, Juan Ignacio
González-Falcón, Rocío
Pérez-Lombard Martín de Oliva, Luis
Department: Universidad de Sevilla. Departamento de Tecnología Electrónica
Universidad de Sevilla. Departamento de Ingeniería Energética
Date: 2012
Published in: Computers and Chemical Engineering, 44 (september 2012), 1-10.
Document type: Article
Abstract: In a naphtha distillation process, the natural objective is to perform an entire process maximization of the production rate while meeting required product qualities by searching for an optimal operating condition by manipulating the operating variables. The objective of this paper includes performing an energy process optimization. Not only is an adequate production rate met with the required product qualities but the operating cost is also minimized through a data mining approach. The study of the influence of all process attributes in the defined Energy Efficient Indicator (EEI) allows the construction of a multivariate linear model to aidhumanexperts in the recovery of energy losses.Acanonical discriminant function carried out the data prediction step. The quality of the Decision Support System framework is illustrated by a case study considering a real database. Also, a commercial software supported by this mining framework is presented.
Cite: Biscarri Triviño, F., Monedero Goicoechea, I.L., León de Mora, C., Guerrero Alonso, J.I., González Falcón, R. y Pérez Lombard, L. (2012). A Decision Support System for consumption optimization in a naphtha reforming plant. Computers and Chemical Engineering, 44 (september 2012), 1-10.
Size: 1.337Mb
Format: PDF

URI: https://hdl.handle.net/11441/76529

DOI: 10.1016/j.compchemeng.2012.04.005

See editor´s version

This work is under a Creative Commons License: 
Attribution-NonCommercial-NoDerivatives 4.0 Internacional

This item appears in the following Collection(s)