A framework for risk-based assessment using loss functions

This paper presents a quantitative risk assessment method using loss function that enables the analysis of operational performance in chemical processes. This method helps to overcome the existing challenges in assessing impacts of deviations of process variables. In this paper, the modified inverte...

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Main Authors: Mohd. Nor, Shadiah Husna, Ahmad, Arshad
Format: Conference or Workshop Item
Published: AIDIC 2016
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Online Access:http://eprints.utm.my/id/eprint/66984/
http://che.utm.my/
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spelling my.utm.669842017-07-18T02:08:14Z http://eprints.utm.my/id/eprint/66984/ A framework for risk-based assessment using loss functions Mohd. Nor, Shadiah Husna Ahmad, Arshad TP Chemical technology This paper presents a quantitative risk assessment method using loss function that enables the analysis of operational performance in chemical processes. This method helps to overcome the existing challenges in assessing impacts of deviations of process variables. In this paper, the modified inverted normal loss function (MINLF) is used to incorporate the effects of process deviations on the safety and quality losses. The probability of undesirable event occurrence is continuously updated by considering real-time disturbances in process variables. The use of loss function in combination with probability updating provides continuously revised risk estimation. This framework of assessment helps toward preventing any accident happen in chemical process. To demonstrate the efficiency of proposed framework, it is tested on a simple tank system. AIDIC 2016-01-12 Conference or Workshop Item PeerReviewed Mohd. Nor, Shadiah Husna and Ahmad, Arshad (2016) A framework for risk-based assessment using loss functions. In: Conference on Emerging Energy and Process Technology, 07-8 Dec, 2016, Port Dickson, Negeri Sembilan, Malaysia. http://che.utm.my/
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TP Chemical technology
spellingShingle TP Chemical technology
Mohd. Nor, Shadiah Husna
Ahmad, Arshad
A framework for risk-based assessment using loss functions
description This paper presents a quantitative risk assessment method using loss function that enables the analysis of operational performance in chemical processes. This method helps to overcome the existing challenges in assessing impacts of deviations of process variables. In this paper, the modified inverted normal loss function (MINLF) is used to incorporate the effects of process deviations on the safety and quality losses. The probability of undesirable event occurrence is continuously updated by considering real-time disturbances in process variables. The use of loss function in combination with probability updating provides continuously revised risk estimation. This framework of assessment helps toward preventing any accident happen in chemical process. To demonstrate the efficiency of proposed framework, it is tested on a simple tank system.
format Conference or Workshop Item
author Mohd. Nor, Shadiah Husna
Ahmad, Arshad
author_facet Mohd. Nor, Shadiah Husna
Ahmad, Arshad
author_sort Mohd. Nor, Shadiah Husna
title A framework for risk-based assessment using loss functions
title_short A framework for risk-based assessment using loss functions
title_full A framework for risk-based assessment using loss functions
title_fullStr A framework for risk-based assessment using loss functions
title_full_unstemmed A framework for risk-based assessment using loss functions
title_sort framework for risk-based assessment using loss functions
publisher AIDIC
publishDate 2016
url http://eprints.utm.my/id/eprint/66984/
http://che.utm.my/
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score 13.160551