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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Universiti Teknologi PETRONAS
2021
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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) |
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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 |
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13.18916 |