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Extension Cloud Model and Grey Clustering Evaluation of Enterprise Safety Management System: Based on COWA-CRITIC Combination Weighting

Shanda Duan, Xuefeng Li, Xiashi Jiang, Xuxing Huang, Yihao Yang, Han Du, Wuning Xiao

2023Sustainability11 citationsDOIOpen Access PDF

Abstract

In order to address the issues of unclear risk grading control, lack of safety management, and hidden danger investigation and management processes, this paper used a mining enterprise as the backdrop for an engineering example. The “evaluation model of the overall construction level of the enterprise safety management system” is constructed from four aspects: “preliminary infrastructure”, “risk grading and control”, “hidden danger investigation and management processes”, and “Post-support work”. The safety evaluation level is divided into five levels, and the evaluation model is combined weighted by using the combined ordered weighted averaging (COWA) algorithm and the criteria importance through intercriteria correlation (CRITIC) method. In addition, the cloud model, the extension cloud model, and the grey clustering evaluation method are used for a thorough evaluation. Finally, the enterprise safety management system’s overall construction level is determined to be good. In order to effectively strengthen the enterprise safety management capability and prevent the occurrence of production safety accidents, this study provides a practical and thorough evaluation method for the evaluation of the enterprise safety management system. This method makes it easier to identify system weaknesses and provides a safety guarantee for the sustainable development of enterprises.

Topics & Concepts

WeightingGrading (engineering)Cluster analysisCloud computingComputer scienceRisk analysis (engineering)Management systemProcess managementEngineeringOperations managementBusinessArtificial intelligenceMedicineRadiologyOperating systemCivil engineeringOccupational Health and Safety ResearchRisk and Safety AnalysisEngineering and Environmental Studies