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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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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. |
format | Online Article Text |
id | pubmed-5993124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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