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MULTIVARIATE PROCESS MONITORING OF STRUCTURAL CHANGES USING CUSUM AND EWMA-BASED MULTISCALE PCA

Process fault in chemical plants especially structural changes such as heat exchanger fouling and catalysts deactivation in a reactor is difficult to be detected by conventional process monitoring techniques due to its small drift characteristic.

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Main Author: Ahmad Fahmi Lim, Aimi Fazira
Format: Final Year Project
Language:English
Published: Universiti Teknologi PETRONAS 2021
Subjects:
TP Chemical technology
Online Access:http://utpedia.utp.edu.my/23299/1/Aimi%20Fazira_25227_Dissertation_Chemical%20Engineering%20-%20Aimie%20F.pdf
http://utpedia.utp.edu.my/23299/
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spelling my-utp-utpedia.232992022-09-08T03:06:44Z http://utpedia.utp.edu.my/23299/ MULTIVARIATE PROCESS MONITORING OF STRUCTURAL CHANGES USING CUSUM AND EWMA-BASED MULTISCALE PCA Ahmad Fahmi Lim, Aimi Fazira TP Chemical technology Process fault in chemical plants especially structural changes such as heat exchanger fouling and catalysts deactivation in a reactor is difficult to be detected by conventional process monitoring techniques due to its small drift characteristic. Universiti Teknologi PETRONAS 2021-05 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/23299/1/Aimi%20Fazira_25227_Dissertation_Chemical%20Engineering%20-%20Aimie%20F.pdf Ahmad Fahmi Lim, Aimi Fazira (2021) MULTIVARIATE PROCESS MONITORING OF STRUCTURAL CHANGES USING CUSUM AND EWMA-BASED MULTISCALE PCA. Universiti Teknologi PETRONAS. (Submitted)
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
topic TP Chemical technology
spellingShingle TP Chemical technology
Ahmad Fahmi Lim, Aimi Fazira
MULTIVARIATE PROCESS MONITORING OF STRUCTURAL CHANGES USING CUSUM AND EWMA-BASED MULTISCALE PCA
description Process fault in chemical plants especially structural changes such as heat exchanger fouling and catalysts deactivation in a reactor is difficult to be detected by conventional process monitoring techniques due to its small drift characteristic.
format Final Year Project
author Ahmad Fahmi Lim, Aimi Fazira
author_facet Ahmad Fahmi Lim, Aimi Fazira
author_sort Ahmad Fahmi Lim, Aimi Fazira
title MULTIVARIATE PROCESS MONITORING OF STRUCTURAL CHANGES USING CUSUM AND EWMA-BASED MULTISCALE PCA
title_short MULTIVARIATE PROCESS MONITORING OF STRUCTURAL CHANGES USING CUSUM AND EWMA-BASED MULTISCALE PCA
title_full MULTIVARIATE PROCESS MONITORING OF STRUCTURAL CHANGES USING CUSUM AND EWMA-BASED MULTISCALE PCA
title_fullStr MULTIVARIATE PROCESS MONITORING OF STRUCTURAL CHANGES USING CUSUM AND EWMA-BASED MULTISCALE PCA
title_full_unstemmed MULTIVARIATE PROCESS MONITORING OF STRUCTURAL CHANGES USING CUSUM AND EWMA-BASED MULTISCALE PCA
title_sort multivariate process monitoring of structural changes using cusum and ewma-based multiscale pca
publisher Universiti Teknologi PETRONAS
publishDate 2021
url http://utpedia.utp.edu.my/23299/1/Aimi%20Fazira_25227_Dissertation_Chemical%20Engineering%20-%20Aimie%20F.pdf
http://utpedia.utp.edu.my/23299/
_version_ 1744356018886803456
score 13.211869

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