Development of control system of isopentane-isoamylene fraction rectification column using neural network

This article presents the development of a neural network control system of a distillation column for the separation of isopentane-isoamylene fraction in order to increase the efficiency of control of rectification processes using intelligent technologies. The feasibility of using intelligent techno...

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Bibliographic Details
Published inE3S web of conferences Vol. 471; p. 3006
Main Authors Muravyova, Elena, Grigorieva, Tamara, Gaidukova, Alexandra
Format Journal Article
LanguageEnglish
Published EDP Sciences 01.01.2024
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Summary:This article presents the development of a neural network control system of a distillation column for the separation of isopentane-isoamylene fraction in order to increase the efficiency of control of rectification processes using intelligent technologies. The feasibility of using intelligent technologies to control the parameters of the column by using a neural network regulator is justified. The processing of research results was carried out using the software “MatLab.”
ISSN:2267-1242
2267-1242
DOI:10.1051/e3sconf/202447103006