MODEL-PLANT MISMATCH DETECTION, ISOLATION AND ESTIMATION USING MULTIVARIATE ARMAX MISMATCH MODELING

The used of model in Model Predictive Controller (MPC) is significant as poor model can lead to degradation of the product outputs and even potential in harming the equipment used as well as the whole plant production. The study of model-plant mismatch (MPM) detection is crucial to avoid the tedi...

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Main Author: KAMAL IQBAL, NUR HIDAYAH
Format: Thesis
Language: English
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-utpedia.21884 /
Published: 2016
Subjects:
Online Access: http://utpedia.utp.edu.my/21884/1/2016%20-%20CHEMICAL%20-%20MODEL-PLANT%20MISMATCH%20DETECTION%2C%20ISOLATION%20AND%20ESTIMATION%20USING%20MULTIVARIATE%20ARMAX%20MISMATCH%20MODELING-NUR%20HIDAYAH%20BINTI%20KAMAL%20IQBAL-MASTER%20OF%20SCIENCE.pdf
http://utpedia.utp.edu.my/21884/
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Summary: The used of model in Model Predictive Controller (MPC) is significant as poor model can lead to degradation of the product outputs and even potential in harming the equipment used as well as the whole plant production. The study of model-plant mismatch (MPM) detection is crucial to avoid the tedious process of whole model reidentification thus remodeling is focused only to the affected submodel.