• 全部
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
煤矿工作面安全状态评价指标赋权策略研究
  • Title

    Research on weighting strategies for safety status evaluation indicators in coal mine working faces

  • 作者

    王猛刘树林

  • Author

    WANG Meng;LIU Shulin

  • 单位

    西安科技大学机械工程学院

  • Organization
    College of Mechanical and Engineering, Xi'an University of Science and Technology
  • 摘要
    煤矿工作面安全状态精准评价可促进矿井安全管理水平和防灾抗灾能力提升。以CH4浓度、CO2浓度、CO浓度、O2浓度、温度、风速6种工作面环境监测数据为评价指标,对工作面安全状态进行评价分析。为合理确定评价指标的权重,提高安全评价结果的准确性,采用模糊层次分析法(FAHP)计算评价指标的主观权重、G−GRITIC法计算指标的客观权重,通过基于改进博弈论(IGT)的组合赋权法将主观权重与客观权重结合,得出评价指标的组合权重,解决了决策过程中主客观信息不一致性问题。基于陕西黄陵二号煤矿有限公司209综采工作面安全监控系统采集数据,对基于IGT的组合赋权法进行实验验证,结果表明该方法有效避免了线性加权法、平均加权法的主观判断性,优化了基于博弈论(GT)的组合赋权法的偏差结果,得到的评价指标更加合理,可获得更加准确的煤矿工作面安全状态评价结果。
  • Abstract
    Accurate evaluation of the safety status of the working face can promote the improvement of mine safety management level and disaster prevention and resilience. Using CH4 concentration, CO2 concentration, CO concentration, O2 concentration, temperature, and wind speed as evaluation indicators, the safety status of the working face is evaluated and analyzed. To reasonably determine the weight of evaluation indicators and improve the accuracy of safety evaluation results, the fuzzy analytical hierarchy process(FAHP) is used to calculate the subjective weight of evaluation indicators, and the G-GRITIC method is used to calculate the objective weight of indicators. The combination weighting method based on improved game theory (IGT) combines subjective weight with objective weight to obtain the combination weight of evaluation indicators, solving the problem of inconsistent subjective and objective information in the decision-making process. Based on the data collected by the safety monitoring system of the 209 fully mechanized working face of Shaanxi Huangling No.2 Coal Mine Co., Ltd., experimental verification is conducted on the IGT based combination weighting method. The results show that this method effectively avoids the subjective judgment of linear weighting method and average weighting method, optimizes the deviation results of the game theory (GT) combination weighting method. It obtains more reasonable evaluation indicators, which can obtain more accurate evaluation results of the safety status of the coal mine working face.
  • 关键词

    煤矿工作面安全状态评价评价指标赋权主观权重客观权重组合赋权博弈论

  • KeyWords

    coal mine working face;safety status evaluation;evaluation indicators weighting;subjective weight;objective weight;combination weighting;game theory

  • 基金项目(Foundation)
    国家重点研发计划项目(2023YFC3009800)。
  • DOI
  • 引用格式
    王猛,刘树林. 煤矿工作面安全状态评价指标赋权策略研究[J]. 工矿自动化,2024,50(2):153-160.
  • Citation
    WANG Meng, LIU Shulin. Research on weighting strategies for safety status evaluation indicators in coal mine working faces[J]. Journal of Mine Automation,2024,50(2):153-160.
  • 图表
    •  
    •  
    • 不同主观权重法计算结果对比曲线

    图(5) / 表(0)

相关问题
立即提问

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

©版权所有2015 煤炭科学研究总院有限公司 地址:北京市朝阳区和平里青年沟东路煤炭大厦 邮编:100013
京ICP备05086979号-16  技术支持:云智互联
Baidu
map