阳建新, 李发菊, 段伟强. 基于PCA-TOPSIS耦合模型的煤矿安全生产管理评价[J]. 中国矿业, 2023, 32(2): 24-30. DOI: 10.12075/j.issn.1004-4051.2023.02.003
    引用本文: 阳建新, 李发菊, 段伟强. 基于PCA-TOPSIS耦合模型的煤矿安全生产管理评价[J]. 中国矿业, 2023, 32(2): 24-30. DOI: 10.12075/j.issn.1004-4051.2023.02.003
    YANG Jianxin, LI Faju, DUAN Weiqiang. Evaluation of coal mine safety production management evaluation based on PCA-TOPSIS coupling model[J]. CHINA MINING MAGAZINE, 2023, 32(2): 24-30. DOI: 10.12075/j.issn.1004-4051.2023.02.003
    Citation: YANG Jianxin, LI Faju, DUAN Weiqiang. Evaluation of coal mine safety production management evaluation based on PCA-TOPSIS coupling model[J]. CHINA MINING MAGAZINE, 2023, 32(2): 24-30. DOI: 10.12075/j.issn.1004-4051.2023.02.003

    基于PCA-TOPSIS耦合模型的煤矿安全生产管理评价

    Evaluation of coal mine safety production management evaluation based on PCA-TOPSIS coupling model

    • 摘要: 为了量化评价煤矿的安全生产管理水平,本文提出了一种基于PCA-TOPSIS耦合模型的煤矿安全生产管理评价方法。基于事故致因“4M”要素理论,本文从人员要素、设备要素、环境要素、管理要素四方面总结了影响煤矿安全生产的17个评价指标,并构建了PCA-TOPSIS耦合评价模型。首先采用PCA模型计算了各评价因素的权重,然后将权重代入TOPSIS模型,最终得到了各评价煤矿的安全管理指数(SMI)。利用此评价模型对陕北榆神府矿区的六个典型煤矿的安全生产管理水平进行了评价,研究结果表明,该矿区的SMI分布在0.473~0.584之间,四个煤矿的安全管理水平为良,两个煤矿的安全管理水平为中。该评价模型可以使煤矿清晰地掌握其安全生产管理现状,可以为煤矿针对性地提高安全管理水平提供参考。

       

      Abstract: In order to quantitatively evaluate the safety production management level of coal mines, this paper proposes a coal mine safety production management evaluation method based on PCA-TOPSIS coupling model.Based on the “4M” factor theory of accident causes, this paper summarizes 17 evaluation indicators that affect the safety production of coal mines from four aspects:personnel, equipment, environment and management, and constructs a PCA-TOPSIS coupling evaluation model.Firstly, the weights of each evaluation factor are calculated using the PCA model, then the weights are brought into the TOPSIS model, and finally the safety management index (SMI) of each evaluated coal mine is obtained.The safety management levels of six typical coal mines in the Yushenfu Mining Area in Northern Shaanxi Province are evaluated, and the evaluation results show that the SMI of the evaluated coal mines are distributed between 0.473-0.584, with four coal mines having good safety management levels and the remaining two coal mines having medium safety management levels.The evaluation model can make the coal mine clearly grasp the current situation of safety production management, and provide reference for improving the level of coal mine safety management.

       

    /

    返回文章
    返回