Optimization of distribution control system in oil refinery by applying hybrid machine learning techniques

• Main Authors: Al Jlibawi, Ali Hussein Humod, Othman, Mohammad Lutfi, Ishak, Aris, Moh Noor, Bahari S., Al Huseiny, M. Sattar Sajitt
• Format: Article
• Published: Institute of Electrical and Electronics Engineers 2021
• Online Access: http://psasir.upm.edu.my/id/eprint/94458/; https://ieeexplore.ieee.org/document/9646957

In this research, prediction of crude oil cuts from the first stage of refining process field is laid out using rough set theory (RST) based adaptive neuro-fuzzy inference system (ANFIS) soft sensor model to enhance the performance of oil refinery process. The RST was used to reduce the fuzzy rule...