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主办单位:煤炭科学研究总院有限公司、中国煤炭学会学术期刊工作委员会
区域安全评估模型在煤矿安全管理中的应用研究
  • Title

    Research on the application of area safety assessment model in coal mine safety management

  • 作者

    杨征杨小勇王宇龚韩君祝捷侯刚杨斐文方乾

  • Author

    YANG Zheng;YANG Xiaoyong;WANG Yu;GONG Hanjun;ZHU Jie;HOU Gang;YANG Feiwen;FANG Qian

  • 单位

    陕西小保当矿业有限公司煤炭科学研究总院有限公司矿山大数据研究院中煤科工开采研究院有限公司

  • Organization
    Shaanxi Xiaobaodang Mining Co., Ltd.
    Research Institute of Mine Big Data, CCTEG Chinese Institute of Coal Science
    CCTEG Coal Mining Research Institute
  • 摘要
    当前煤矿安全监测和管理系统的安全评价粒度基本都是矿井级或子系统级,无法针对矿井的不同区域进行精细化管理。针对该问题,基于矿井各区域作业场景特点,面向安全风险评价提出了一种统一的区域划分方法,将风险、隐患、灾害与区域工况、设备维护管理及人员定位等信息结合,对各安全系统数据进行统一区域划分和整理;从人、机、环、管4个维度对安全指标体系开展综合评价,通过主观赋权和客观赋权相结合的方法计算区域安全评估中的各指标权重,主观赋权通过层次分析法实现,客观赋权法采用熵权法实现;构建区域安全评估模型,对煤矿当前安全情况进行定量化评估和等级划分,采用归一化融合权重计算基础安全评分,并考虑高风险组合、历史趋势变化及区域间耦合影响对评分进行修正,得到矿井各级区域的综合安全评分。该模型已成功应用于陕西小保当矿业有限公司的智能化综合管控平台,为准确评估煤矿井下安全风险、提高煤矿安全管理水平提供了有效参考。
  • Abstract
    The safety evaluation granularity of the current coal mine safety monitoring and managementsystem is basically at the mine level or subsystem level. It cannot be finely managed for different areas of themine. In order to solve the above problem, a unified area division method is proposed for safety risk assessmentbased on the features of operational scenarios in various areas of the mine. This method combines informationsuch as risks, hidden dangers, disasters with area operating conditions, equipment maintenance management, andpersonnel positioning to unify and organize data from various safety systems. A comprehensive assessment of thesafety indicator system is conducted from four dimensions: human, machine, environment, and management. Theweights of each indicator in the area safety assessment are calculated through a combination of subjective andobjective weighting methods. The subjective weighting is achieved through the analytic hierarchy process, while the objective weighting method is achieved through the entropy weighting method. The method constructs an areasafety assessment model, which quantitatively evaluates and classifies the current safety situation of coal mines.The method uses normalized fusion weights to calculate the basic safety score, and considers high-riskcombinations, historical trend changes, and inter regional coupling effects to modify the score. The comprehensivesafety scores of all levels of coal mine areas are obtained. This model has been successfully applied to theintelligent comprehensive control platform of Shaanxi Xiaobaodang Mining Co., Ltd.. It provides effectivereference for accurately evaluating underground safety risks in coal mines and improving the level of coal minesafety management.
  • 关键词

    煤矿安全管理区域安全评估统一区域划分层次分析法熵权法多源数据融合

  • KeyWords

    coal mine safety management;area security assessment;unified area division;analytic hierarchyprocess;entropy weighting method;multi source data fusion

  • 基金项目(Foundation)
    国家重点研发计划项目(2022YFB4703603)
  • DOI
  • 引用格式
    杨征,杨小勇,王宇,等. 区域安全评估模型在煤矿安全管理中的应用研究[J]. 工矿自动化,2023,49(12):94-101, 129.
  • Citation
    YANG Zheng, YANG Xiaoyong, WANG Yu, et al. Research on the application of area safety assessment model in coal mine safetymanagement[J]. Journal of Mine Automation,2023,49(12):94-101, 129.
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