Journal of Applied Sciences and Advanced Technology
Vol 4, No 3 (2022): Journal of Applied Sciences and Advanced Technology

Process Control on the Platformer with the Adaptive Neuro-Fuzzy Inference System (ANFIS) Method

Heri Setiono (Universitas Muhammadiyah Jakarta)
Tri Yuni Hendrawati (Universitas Muhammadiyah Jakarta)
Yustinah Yustinah (Universitas Muhammadiyah Jakarta)



Article Info

Publish Date
10 Aug 2022

Abstract

Catalytic naphtha reform (platformer) is the main process carried out in oil refineries to increase low octane naphtha into high octane gasoline. The Reformer will meet a wide range of products that require operating flexibility. Process optimization can be done by controlling using the ANFIS method. This optimization requires an accurate process model that is applicable in a wide range of operating conditions, therefore simplifications are made in the kinetic model modeling. This model provides three temperature profiles and concentrations of important hydrocarbons (naphthene, paraffin, and aromatic) throughout the reactor. The optimal control scheme using the ANFIS method is used to maximize the aromatic yield, following the reactor inlet temperature limit. The results obtained were compared with the aromatic results without control and using control with the neural network method. The results showed that the ANFIS method has the ability to control the process. Furthermore, the results obtained from the process are used to determine the pressure of the process during the reaction.

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Journal Info

Abbrev

JASAT

Publisher

Subject

Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Electrical & Electronics Engineering Engineering

Description

Journal of Applied Sciences and Advanced Technology (JASAT) is an international peer-reviewed journal dedicated to interchange for the results of high quality research in all aspect of applied sciences, advanced technology. The journal publishes state-of-art papers in fundamental theory, experiments ...