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基于模糊层次分析法-博弈论组合赋权法的区域重大危险源风险评估云模型OA

Cloud Model for Risk Assessment of Regional Major HazardInstallations Based on Fuzzy Analytic Hierarchy Process-Game Theory Combination Weighting Method

中文摘要英文摘要

针对当前重大危险源风险量化研究集中于固有风险辨识或动态风险监测的单一维度,缺乏将二者耦合进行综合评价的问题,本文基于重大危险源现有的辨识标准,结合动态风险监测数据,构建了区域重大危险源风险指标体系,旨在全面反映不同区域内重大危险源总体的风险水平.首先通过模糊层次分析法(Fuzzy Analytic Hierarchy Process,FAHP)确定一级指标权重,处理专家评价的模糊性.为克服单一赋权法的局限性,再引入博弈论组合赋权法结合熵值法和基于指标相关性的权重确定方法计算二级指标权重后,最终构建了结合逼近理想解排序思想的区域重大危险源评价综合云模型,并通过计算云模型间的相似度来确定各区域的最终风险等级.最后以全国 32 个省、直辖市及自治区的重大危险源为研究对象开展实例分析,确定了7 个较高风险区域,13 个一般风险区域,12 个较低风险区域.研究结果显示,基于 FAHP-博弈论组合赋权法的云模型能够精准、有效地评估各区域重大危险源的风险,结果符合现实情况,为重大危险源区域差异化精准监管提供科学的数据支撑和决策依据.

Current research on the quantification of major hazard source installations primarily focuses on a single dimension—either inherent risk identification or dynamic risk monitoring—lacking a comprehensive eval-uation that integrates both aspects.To address this gap,this study constructed a regional MHI risk indicator sys-tem based on existing identification standards and dynamic monitoring data,aiming to comprehensively reflect the overall major hazard source installations risk levels across different regions.The Fuzzy Analytic Hierarchy Process(FAHP)was employed to determine the weights of primary indicators,effectively addressing the fuzzi-ness of expert evaluations.To overcome the limitations of single weighting methods,a game theory-based com-bined weighting approach,integrating the entropy weight method and the Criteria Importance Through Intercrite-ria Correlation method,was introduced to calculate the weights of secondary indicators.Subsequently,a com-prehensive cloud model for regional major hazard source installations risk evaluation was constructed by incorpo-rating the Technique for Order Preference by Similarity to Ideal Solution.The final risk grades of different re-gions were then determined by calculating the similarities between the cloud models.Furthermore,a case study was conducted on the major hazard source installations across 32 provinces,municipalities,and autonomous re-gions in China.The results identified 7 high-risk regions,13 moderate-risk regions,and 12 low-risk regions.These findings demonstrate that the proposed cloud model,based on the FAHP-game theory combined weighting method,can accurately and effectively assess major hazard source installations risks across various regions,yielding results consistent with actual conditions.Therefore,this study provides reliable data support and a deci-sion-making basis for the differentiated and precise regulation of regional major hazard source installations.

丁明旭

化学品安全全国重点实验室,山东 青岛 266014||中石化安全工程研究院有限公司,山东 青岛 266014

资源环境

模糊层次分析法博弈论组合赋权法云模型重大危险源安全风险评估

Fuzzy Analytic Hierarchy Processgame-theory combination weighting methodcloud modelmajor hazard installationssafety risk assessment

《安全、健康和环境》 2026 (5)

1-9,9

中国石化科技部课题(KL325001),基于多模态模型融合的炼化企业级安全监管技术研究.

10.3969/j.issn.1672-7932.2026.04.001

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