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Dynamic risk analysis of chemical reactor using dynamic bow-tie approach / Siti Sukhairiyah Senu, Mohd Azahar Mohd Ariff, and Noor ‘Aina Abdul Razak

Chemical reactors have been designed accordingly to the complexity of a chemical plant to support the demand of the production. Thus, a risk analysis and assessment are necessary to estimate the probability of accident to occur. A bow-tie (BT) model is used in many risks analysis studies as it cover...

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Main Authors: Senu, Siti Sukhairiyah, Mohd Ariff, Mohd Azahar, Abdul Razak, Noor ‘Aina
Format: Conference or Workshop Item
Language:English
Published: 2020
Subjects:
Analytical chemistry
Online Access:https://ir.uitm.edu.my/id/eprint/82530/1/82530.pdf
https://ir.uitm.edu.my/id/eprint/82530/
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spelling my.uitm.ir.825302023-08-17T02:08:37Z https://ir.uitm.edu.my/id/eprint/82530/ Dynamic risk analysis of chemical reactor using dynamic bow-tie approach / Siti Sukhairiyah Senu, Mohd Azahar Mohd Ariff, and Noor ‘Aina Abdul Razak Senu, Siti Sukhairiyah Mohd Ariff, Mohd Azahar Abdul Razak, Noor ‘Aina Analytical chemistry Chemical reactors have been designed accordingly to the complexity of a chemical plant to support the demand of the production. Thus, a risk analysis and assessment are necessary to estimate the probability of accident to occur. A bow-tie (BT) model is used in many risks analysis studies as it covers the accident estimation including the causes and consequences. However, bow-tie model has a static characteristic hence, limiting its application in real time monitoring and risk updating. Thus, a combination of BT model and Bayesian network (BN) is focused for constructing a dynamic risk analysis of chemical reactor using dynamic bow-tie approach. This study was conducted to develop dynamic bow-tie approach for dynamic risk analysis of chemical reactor by using Bayesian approach for three-bed ammonia reactor based on Uhde process dual-pressure ammonia synthesis and to compare the risk analysis method between the conventional risk analysis and the dynamic risk analysis. In this study, HAZOP was used for identifying hazard revolving around the chemical reactor. BT approach constructed the causes and consequences modelling of the reactor and BN was used for risks updating of the dynamic risk analysis through real time failure rate data. Thus, potential accident probabilities and associated risks were updated and used for risks assessment. The results of the study showed that the most likely causes of rapid increase of pressure in reactor were due to human failure, process control failure and heat exchanger failure which led to rapid increase of reactor temperature. Once the reactor overpressure occurred, it would most likely to result in reactor shutdown and the worst-case scenario resulted in reactor ruptured which could lead to explosion. Thus, priority would be given to the most probable root events and main contribution factors, which have been identified in the study, in order to reduce the occurrence probability of the worst consequences. The dynamic bow-tie approach results were compared with the event tree analysis result of the study. The results showed that the dynamic bow-tie approach could predict the failure probability of the reactor while, ETA could not predict the occurrence of the events more accurately. 2020 Conference or Workshop Item PeerReviewed text en https://ir.uitm.edu.my/id/eprint/82530/1/82530.pdf Dynamic risk analysis of chemical reactor using dynamic bow-tie approach / Siti Sukhairiyah Senu, Mohd Azahar Mohd Ariff, and Noor ‘Aina Abdul Razak. (2020) In: UNSPECIFIED.
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Analytical chemistry
spellingShingle Analytical chemistry
Senu, Siti Sukhairiyah
Mohd Ariff, Mohd Azahar
Abdul Razak, Noor ‘Aina
Dynamic risk analysis of chemical reactor using dynamic bow-tie approach / Siti Sukhairiyah Senu, Mohd Azahar Mohd Ariff, and Noor ‘Aina Abdul Razak
description Chemical reactors have been designed accordingly to the complexity of a chemical plant to support the demand of the production. Thus, a risk analysis and assessment are necessary to estimate the probability of accident to occur. A bow-tie (BT) model is used in many risks analysis studies as it covers the accident estimation including the causes and consequences. However, bow-tie model has a static characteristic hence, limiting its application in real time monitoring and risk updating. Thus, a combination of BT model and Bayesian network (BN) is focused for constructing a dynamic risk analysis of chemical reactor using dynamic bow-tie approach. This study was conducted to develop dynamic bow-tie approach for dynamic risk analysis of chemical reactor by using Bayesian approach for three-bed ammonia reactor based on Uhde process dual-pressure ammonia synthesis and to compare the risk analysis method between the conventional risk analysis and the dynamic risk analysis. In this study, HAZOP was used for identifying hazard revolving around the chemical reactor. BT approach constructed the causes and consequences modelling of the reactor and BN was used for risks updating of the dynamic risk analysis through real time failure rate data. Thus, potential accident probabilities and associated risks were updated and used for risks assessment. The results of the study showed that the most likely causes of rapid increase of pressure in reactor were due to human failure, process control failure and heat exchanger failure which led to rapid increase of reactor temperature. Once the reactor overpressure occurred, it would most likely to result in reactor shutdown and the worst-case scenario resulted in reactor ruptured which could lead to explosion. Thus, priority would be given to the most probable root events and main contribution factors, which have been identified in the study, in order to reduce the occurrence probability of the worst consequences. The dynamic bow-tie approach results were compared with the event tree analysis result of the study. The results showed that the dynamic bow-tie approach could predict the failure probability of the reactor while, ETA could not predict the occurrence of the events more accurately.
format Conference or Workshop Item
author Senu, Siti Sukhairiyah
Mohd Ariff, Mohd Azahar
Abdul Razak, Noor ‘Aina
author_facet Senu, Siti Sukhairiyah
Mohd Ariff, Mohd Azahar
Abdul Razak, Noor ‘Aina
author_sort Senu, Siti Sukhairiyah
title Dynamic risk analysis of chemical reactor using dynamic bow-tie approach / Siti Sukhairiyah Senu, Mohd Azahar Mohd Ariff, and Noor ‘Aina Abdul Razak
title_short Dynamic risk analysis of chemical reactor using dynamic bow-tie approach / Siti Sukhairiyah Senu, Mohd Azahar Mohd Ariff, and Noor ‘Aina Abdul Razak
title_full Dynamic risk analysis of chemical reactor using dynamic bow-tie approach / Siti Sukhairiyah Senu, Mohd Azahar Mohd Ariff, and Noor ‘Aina Abdul Razak
title_fullStr Dynamic risk analysis of chemical reactor using dynamic bow-tie approach / Siti Sukhairiyah Senu, Mohd Azahar Mohd Ariff, and Noor ‘Aina Abdul Razak
title_full_unstemmed Dynamic risk analysis of chemical reactor using dynamic bow-tie approach / Siti Sukhairiyah Senu, Mohd Azahar Mohd Ariff, and Noor ‘Aina Abdul Razak
title_sort dynamic risk analysis of chemical reactor using dynamic bow-tie approach / siti sukhairiyah senu, mohd azahar mohd ariff, and noor ‘aina abdul razak
publishDate 2020
url https://ir.uitm.edu.my/id/eprint/82530/1/82530.pdf
https://ir.uitm.edu.my/id/eprint/82530/
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score 13.211869

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