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

The performance of MPC highly depends on the accuracy of the model of the plant used in the design of MPC. The difference between the model of the plant and the actual dynamic and steady state characteristics of the plant is called model plant mismatch (MPM). Even though MPC can tolerate some amo...

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Main Author: KAMAL IQBAL, NUR HIDAYAH
Format: Thesis
Language: English
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-utpedia.21433 /
Published: 2015
Subjects:
TP Chemical technology
Online Access: http://utpedia.utp.edu.my/21433/1/2015-CHEMICAL-MODEL-PLANT%20MISMATCH%20DETECTION%2CISOLATION%20AND%20ESTIMATION%20USING%20MISMATCH%20MODELING-NUR%20HIDAYAH%20BINTI%20KAMAL%20IQBAL.pdf
http://utpedia.utp.edu.my/21433/
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spelling utp-utpedia.214332021-09-18T21:13:10Z http://utpedia.utp.edu.my/21433/ MODEL-PLANT MISMATCH DETECTION, ISOLATION AND ESTIMATION USING MISMATCH MODELING KAMAL IQBAL, NUR HIDAYAH TP Chemical technology The performance of MPC highly depends on the accuracy of the model of the plant used in the design of MPC. The difference between the model of the plant and the actual dynamic and steady state characteristics of the plant is called model plant mismatch (MPM). Even though MPC can tolerate some amount of mismatch, excessive MPM can significantly deteriorate the performance of the controller. In MIMO systems re-identification of complete plant is very costly and time consuming. This research aims at developing a method for detecting submodels that have significant mismatch, estimating the magnitude of the mismatch and isolating those submodels that have significant mismatches to deteriorate the performance of the controller. 2015-07 Thesis NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/21433/1/2015-CHEMICAL-MODEL-PLANT%20MISMATCH%20DETECTION%2CISOLATION%20AND%20ESTIMATION%20USING%20MISMATCH%20MODELING-NUR%20HIDAYAH%20BINTI%20KAMAL%20IQBAL.pdf KAMAL IQBAL, NUR HIDAYAH (2015) MODEL-PLANT MISMATCH DETECTION, ISOLATION AND ESTIMATION USING MISMATCH MODELING. Masters thesis, Universiti Teknologi PETRONAS.
institution Universiti Teknologi Petronas
collection UTPedia
language English
topic TP Chemical technology
spellingShingle TP Chemical technology
KAMAL IQBAL, NUR HIDAYAH
MODEL-PLANT MISMATCH DETECTION, ISOLATION AND ESTIMATION USING MISMATCH MODELING
description The performance of MPC highly depends on the accuracy of the model of the plant used in the design of MPC. The difference between the model of the plant and the actual dynamic and steady state characteristics of the plant is called model plant mismatch (MPM). Even though MPC can tolerate some amount of mismatch, excessive MPM can significantly deteriorate the performance of the controller. In MIMO systems re-identification of complete plant is very costly and time consuming. This research aims at developing a method for detecting submodels that have significant mismatch, estimating the magnitude of the mismatch and isolating those submodels that have significant mismatches to deteriorate the performance of the controller.
format Thesis
author KAMAL IQBAL, NUR HIDAYAH
author_sort KAMAL IQBAL, NUR HIDAYAH
title MODEL-PLANT MISMATCH DETECTION, ISOLATION AND ESTIMATION USING MISMATCH MODELING
title_short MODEL-PLANT MISMATCH DETECTION, ISOLATION AND ESTIMATION USING MISMATCH MODELING
title_full MODEL-PLANT MISMATCH DETECTION, ISOLATION AND ESTIMATION USING MISMATCH MODELING
title_fullStr MODEL-PLANT MISMATCH DETECTION, ISOLATION AND ESTIMATION USING MISMATCH MODELING
title_full_unstemmed MODEL-PLANT MISMATCH DETECTION, ISOLATION AND ESTIMATION USING MISMATCH MODELING
title_sort model-plant mismatch detection, isolation and estimation using mismatch modeling
publishDate 2015
url http://utpedia.utp.edu.my/21433/1/2015-CHEMICAL-MODEL-PLANT%20MISMATCH%20DETECTION%2CISOLATION%20AND%20ESTIMATION%20USING%20MISMATCH%20MODELING-NUR%20HIDAYAH%20BINTI%20KAMAL%20IQBAL.pdf
http://utpedia.utp.edu.my/21433/
_version_ 1741195743095422976
score 11.62408

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