• 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
煤矿事故智能应急预案生成方法研究
  • Title

    Research on generation method of intelligent emergency preplan for coal mine accident

  • 作者

    张晓蕾高进东赵开功李严肃李长明谢子彬

  • Author

    ZHANG Xiaolei;GAO Jindong;ZHAO Kaigong;LI Yansu;LI Changming;XIE Zibin

  • 单位

    中国矿业大学(北京)应急管理与安全工程学院中国安全生产科学研究院北京科技大学土木与资源工程学院国能网信科技(北京)有限公司

  • Organization
    School of Emergency Management and Safety Engineering,China University of Mining and Technology(Beijing)
    China Academy of Safety Science and Technology
    School of Civil and Resource Engineering,University of Science and Technology Beijing
    China Energy Infotech (Beijing) Co. ,Ltd.
  • 摘要
    为了实现应急预案数字智能化管理,快速生成精准有效的救援方案,采用网络爬虫技术从事故案例及事发后状况中获取基础数据,并对数据进行结构化处理;构建一种分层结构化应急预案生成模型,结合模糊综合评价法与层次分析法对应急预案进行有效性评估,形成了煤矿事故数字智能化应急预案系统。选取煤矿瓦斯爆炸事故,验证“8·29”肖家湾煤矿瓦斯爆炸事故和“10·31”金山沟煤业瓦斯爆炸事故子事件集合,证明了智能应急预案生成结果和实际情况基本相符。研究结果表明:实时添加事发信息,快速生成可视化预案,自动分析结构化存储,可提高应急预案生成效率与精准性,降低事故灾害风险和损失,提升矿井应急救援保障能力。
  • Abstract
    In order to realize the digital intelligent management of emergency preplans and quickly generate accurate and effective rescue plans,the web crawler technology was used to obtain basic data from accident cases and post-incident situations,and the data was structured and processed. Constructing a hierarchical and structured emergency preplan generation model,combining fuzzy comprehensive evaluation method and analytic hierarchy process to evaluate the effectiveness of emergency preplans,forming a digital intelligent emergency preplan system for coal mine accidents. Selecting coal mine gas explosion accidents,verifying the sub event sets of “August 29” Xiaojiawan Coal Mine gas explosion accident and “October 31” Jinshangou Coal Industry gas explosion accident,proving that the results of intelligent emergency plan generation were basically consistent with the actual situation. The research results indicate that real-time addition of incident information,rapid generation of visual contingency plans,automatic analysis of structured storage can improve the generation efficiency and accuracy,reduce the accident disaster risks and losses,and improve the ability of mine emergency rescue support.
  • 关键词

    煤矿事故应急预案智能化结构化案例库规则推理模型

  • KeyWords

    coal mine accident;emergency preplan;intelligent;structuring;case base;rule inference model

  • 基金项目(Foundation)
    国家重点研发计划项目(2016YFC0801805);中国安全生产科学研究院基本科研项目(2023JBKY20)
  • DOI
  • 引用格式
    张晓蕾,高进东,赵开功,等. 煤矿事故智能应急预案生成方法研究[J]. 矿业安全与环保,2024,51(1):78-85.
  • Citation
    ZHANG Xiaolei,GAO Jindong,ZHAO Kaigong,et al. Research on generation method of intelligent emergency preplan for coal mine accident[J]. Mining Safety & Environmental Protection,2024,51(1):78-85.
  • 相关文章
  • 相关专题
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