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Use of evidential reasoning and AHP to assess regional industrial safety

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  • Zhichao Chen
  • Tao Chen
  • Zhuohua Qu
  • Zaili Yang
  • Xuewei Ji
  • Yi Zhou
  • Hui Zhang

Abstract

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.

Suggested Citation

  • Zhichao Chen & Tao Chen & Zhuohua Qu & Zaili Yang & Xuewei Ji & Yi Zhou & Hui Zhang, 2018. "Use of evidential reasoning and AHP to assess regional industrial safety," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-21, May.
    • Handle: RePEc:plo:pone00:0197125
    DOI: 10.1371/journal.pone.0197125
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    References listed on IDEAS

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    1. Z. L. Yang & J. Wang & S. Bonsall & Q. G. Fang, 2009. "Use of Fuzzy Evidential Reasoning in Maritime Security Assessment," Risk Analysis, John Wiley & Sons, vol. 29(1), pages 95-120, January.
    2. Wang, Ying-Ming & Yang, Jian-Bo & Xu, Dong-Ling, 2006. "Environmental impact assessment using the evidential reasoning approach," European Journal of Operational Research, Elsevier, vol. 174(3), pages 1885-1913, November.
    3. Vaidya, Omkarprasad S. & Kumar, Sushil, 2006. "Analytic hierarchy process: An overview of applications," European Journal of Operational Research, Elsevier, vol. 169(1), pages 1-29, February.
    4. Ludovic-Alexandre Vidal & Evren Sahin & Nicolas Martelli & Malik Berhoune & Brigitte Bonan, 2010. "Applying AHP to select drugs to be produced by anticipation in a chemotherapy compounding unit," Post-Print hal-01260122, HAL.
    5. Gi-Tae Yeo & Adolf K.Y. Ng & Paul Tae-Woo Lee & Zaili Yang, 2014. "Modelling port choice in an uncertain environment," Maritime Policy & Management, Taylor & Francis Journals, vol. 41(3), pages 251-267, May.
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