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贝叶斯网络在消费品安全风险评估中的应用思考

石念

标准科学Issue(3):106-112,7.
标准科学Issue(3):106-112,7.DOI:10.3969/j.issn.1674-5698.2025.03.016

贝叶斯网络在消费品安全风险评估中的应用思考

Application of Bayesian Networks in Consumer Product Safety and Risk Assessment

石念1

作者信息

  • 1. 上海市质量和标准化研究院
  • 折叠

摘要

Abstract

[Objective]Currently,in the practice of consumer product safety risk assessment,the risk matrix method is mainly used at home and abroad to determine the risk category,and serves as reference for decision-making;however,this method has limitations in risk level determination.[Methods]Tries to introduce the idea of Bayesian Networks(BNs),and puts forward a kind of improved consumer product safety risk assessment method,which can solve the limitations of the risk matrix method in risk determination.[Results]By comparing the risk matrix method and BNs,the advantages of the application of the BNs in the risk assessment of consumer product safety are elaborated in detail,and the optimization and improvement of the typical EU consumer product risk assessment method(RAPEX)is shown with the help of a simple case study of the BNs.[Conclusion]The use of the BNs idea can optimize the RAPEX risk matrix method,providing quantitative and auditable risk level determination results,which not only enhances the science and reliability of risk management decisions,but also improves the efficiency of the use of regulatory resources.

关键词

贝叶斯网络/消费品安全/风险评估/RAPEX风险矩阵法/产品风险

Key words

Bayesian networks/consumer product safety/risk assessment/RAPEX/product risk

引用本文复制引用

石念..贝叶斯网络在消费品安全风险评估中的应用思考[J].标准科学,2025,(3):106-112,7.

标准科学

1674-5698

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