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Use of evidential reasoning and AHP to assess regional industrial safety

China’s fast economic growth contributes to the rapid development of its urbanization process, and also renders a series of industrial accidents, which often cause loss of life, damage to property and environment, thus requiring the associated risk analysis and safety control measures to be implemen...

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Autores principales: Chen, Zhichao, Chen, Tao, Qu, Zhuohua, Yang, Zaili, Ji, Xuewei, Zhou, Yi, Zhang, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5993124/
https://www.ncbi.nlm.nih.gov/pubmed/29795593
http://dx.doi.org/10.1371/journal.pone.0197125
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author Chen, Zhichao
Chen, Tao
Qu, Zhuohua
Yang, Zaili
Ji, Xuewei
Zhou, Yi
Zhang, Hui
author_facet Chen, Zhichao
Chen, Tao
Qu, Zhuohua
Yang, Zaili
Ji, Xuewei
Zhou, Yi
Zhang, Hui
author_sort Chen, Zhichao
collection PubMed
description China’s fast economic growth contributes to the rapid development of its urbanization process, and also renders a series of industrial accidents, which often cause loss of life, damage to property and environment, thus requiring the associated risk analysis and safety control measures to be implemented in advance. However, incompleteness of historical failure data before the occurrence of accidents makes it difficult to use traditional risk analysis approaches such as probabilistic risk analysis in many cases. This paper aims to develop a new methodology capable of assessing regional industrial safety (RIS) in an uncertain environment. A hierarchical structure for modelling the risks influencing RIS is first constructed. The hybrid of evidential reasoning (ER) and Analytical Hierarchy Process (AHP) is then used to assess the risks in a complementary way, in which AHP is hired to evaluate the weight of each risk factor and ER is employed to synthesise the safety evaluations of the investigated region(s) against the risk factors from the bottom to the top level in the hierarchy. The successful application of the hybrid approach in a real case analysis of RIS in several major districts of Beijing (capital of China) demonstrates its feasibility as well as provides risk analysts and safety engineers with useful insights on effective solutions to comprehensive risk assessment of RIS in metropolitan cities. The contribution of this paper is made by the findings on the comparison of risk levels of RIS at different regions against various risk factors so that best practices from the good performer(s) can be used to improve the safety of the others.
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spelling pubmed-59931242018-06-17 Use of evidential reasoning and AHP to assess regional industrial safety Chen, Zhichao Chen, Tao Qu, Zhuohua Yang, Zaili Ji, Xuewei Zhou, Yi Zhang, Hui PLoS One Research Article China’s fast economic growth contributes to the rapid development of its urbanization process, and also renders a series of industrial accidents, which often cause loss of life, damage to property and environment, thus requiring the associated risk analysis and safety control measures to be implemented in advance. However, incompleteness of historical failure data before the occurrence of accidents makes it difficult to use traditional risk analysis approaches such as probabilistic risk analysis in many cases. This paper aims to develop a new methodology capable of assessing regional industrial safety (RIS) in an uncertain environment. A hierarchical structure for modelling the risks influencing RIS is first constructed. The hybrid of evidential reasoning (ER) and Analytical Hierarchy Process (AHP) is then used to assess the risks in a complementary way, in which AHP is hired to evaluate the weight of each risk factor and ER is employed to synthesise the safety evaluations of the investigated region(s) against the risk factors from the bottom to the top level in the hierarchy. The successful application of the hybrid approach in a real case analysis of RIS in several major districts of Beijing (capital of China) demonstrates its feasibility as well as provides risk analysts and safety engineers with useful insights on effective solutions to comprehensive risk assessment of RIS in metropolitan cities. The contribution of this paper is made by the findings on the comparison of risk levels of RIS at different regions against various risk factors so that best practices from the good performer(s) can be used to improve the safety of the others. Public Library of Science 2018-05-24 /pmc/articles/PMC5993124/ /pubmed/29795593 http://dx.doi.org/10.1371/journal.pone.0197125 Text en © 2018 Chen et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Chen, Zhichao
Chen, Tao
Qu, Zhuohua
Yang, Zaili
Ji, Xuewei
Zhou, Yi
Zhang, Hui
Use of evidential reasoning and AHP to assess regional industrial safety
title Use of evidential reasoning and AHP to assess regional industrial safety
title_full Use of evidential reasoning and AHP to assess regional industrial safety
title_fullStr Use of evidential reasoning and AHP to assess regional industrial safety
title_full_unstemmed Use of evidential reasoning and AHP to assess regional industrial safety
title_short Use of evidential reasoning and AHP to assess regional industrial safety
title_sort use of evidential reasoning and ahp to assess regional industrial safety
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5993124/
https://www.ncbi.nlm.nih.gov/pubmed/29795593
http://dx.doi.org/10.1371/journal.pone.0197125
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