A Probabilistic Constraint Programming Model to Reduce Risk in Layouts with Toxic Release Scenarios

A Probabilistic Constraint Programming Model to Reduce Risk in Layouts with Toxic Release Scenarios

A probabilistic approach is used in this work to provide additional information on risk in optimal facility layouts. The probability distribution for risk is produced via Monte Carlo simulations where stochastic variables are varied according to their own distributions. LOPA procedure is applied to...

Full description

Bibliographic Details
Main Authors: C. Ramirez-Marengo, R. Vazquez-Roman, M.S. Mannan
Format: Article
Language:English
Published: AIDIC Servizi S.r.l. 2013-05-01
Series:Chemical Engineering Transactions
Online Access:https://www.cetjournal.it/index.php/cet/article/view/6910
id doaj-a472a8cd9a2b46d7a205eb5c54afcacb
record_format Article
spelling doaj-a472a8cd9a2b46d7a205eb5c54afcacb2021-02-22T21:00:47ZengAIDIC Servizi S.r.l.Chemical Engineering Transactions2283-92162013-05-013110.3303/CET1331131A Probabilistic Constraint Programming Model to Reduce Risk in Layouts with Toxic Release ScenariosC. Ramirez-MarengoR. Vazquez-RomanM.S. MannanA probabilistic approach is used in this work to provide additional information on risk in optimal facility layouts. The probability distribution for risk is produced via Monte Carlo simulations where stochastic variables are varied according to their own distributions. LOPA procedure is applied to reduce risk to acceptable levels. Thus risk is adopted as a stochastic variable where extra information can be extracted to help decision makers in defining the final optimal layout. A case study reported in the literature is used here to demonstrate the advantages of applying the proposed approach when risk is analyzed using the LOPA procedure.https://www.cetjournal.it/index.php/cet/article/view/6910
collection DOAJ
language English
format Article
sources DOAJ
author C. Ramirez-Marengo
R. Vazquez-Roman
M.S. Mannan
spellingShingle C. Ramirez-Marengo
R. Vazquez-Roman
M.S. Mannan
A Probabilistic Constraint Programming Model to Reduce Risk in Layouts with Toxic Release Scenarios
Chemical Engineering Transactions
author_facet C. Ramirez-Marengo
R. Vazquez-Roman
M.S. Mannan
author_sort C. Ramirez-Marengo
title A Probabilistic Constraint Programming Model to Reduce Risk in Layouts with Toxic Release Scenarios
title_short A Probabilistic Constraint Programming Model to Reduce Risk in Layouts with Toxic Release Scenarios
title_full A Probabilistic Constraint Programming Model to Reduce Risk in Layouts with Toxic Release Scenarios
title_fullStr A Probabilistic Constraint Programming Model to Reduce Risk in Layouts with Toxic Release Scenarios
title_full_unstemmed A Probabilistic Constraint Programming Model to Reduce Risk in Layouts with Toxic Release Scenarios
title_sort probabilistic constraint programming model to reduce risk in layouts with toxic release scenarios
publisher AIDIC Servizi S.r.l.
series Chemical Engineering Transactions
issn 2283-9216
publishDate 2013-05-01
description A probabilistic approach is used in this work to provide additional information on risk in optimal facility layouts. The probability distribution for risk is produced via Monte Carlo simulations where stochastic variables are varied according to their own distributions. LOPA procedure is applied to reduce risk to acceptable levels. Thus risk is adopted as a stochastic variable where extra information can be extracted to help decision makers in defining the final optimal layout. A case study reported in the literature is used here to demonstrate the advantages of applying the proposed approach when risk is analyzed using the LOPA procedure.
url https://www.cetjournal.it/index.php/cet/article/view/6910
work_keys_str_mv AT cramirezmarengo aprobabilisticconstraintprogrammingmodeltoreduceriskinlayoutswithtoxicreleasescenarios
AT rvazquezroman aprobabilisticconstraintprogrammingmodeltoreduceriskinlayoutswithtoxicreleasescenarios
AT msmannan aprobabilisticconstraintprogrammingmodeltoreduceriskinlayoutswithtoxicreleasescenarios
AT cramirezmarengo probabilisticconstraintprogrammingmodeltoreduceriskinlayoutswithtoxicreleasescenarios
AT rvazquezroman probabilisticconstraintprogrammingmodeltoreduceriskinlayoutswithtoxicreleasescenarios
AT msmannan probabilisticconstraintprogrammingmodeltoreduceriskinlayoutswithtoxicreleasescenarios
_version_ 1724256298259709952

Similar Items