Article(id=1284878757466968828, tenantId=1146029695717560320, journalId=1283840460791746584, issueId=1284096873799594072, articleNumber=PA20260711_pofhJu2V, orderNo=null, doi=10.13637/j.issn.1009-6094.2025.1225, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=null, receivedDateStr=null, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1784268567673, onlineDateStr=2026-07-17, pubDate=1782316800000, pubDateStr=2026-06-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1784268567672, onlineIssueDateStr=2026-07-17, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1784268567673, creator=admin, updateTime=1784268567673, updator=admin, issue=Issue{id=1284096873799594072, tenantId=1146029695717560320, journalId=1283840460791746584, year='2026', volume='26', 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articleAbstract=为揭示不同类型机械伤害事故致因机理的差异,基于2003—2023年的340份机械伤害事故报告,采用改进的人因分析与分类系统模型识别人、机、环、管4个维度的34项致因因素,应用Apriori挖掘因素间强关联规则,并构建贝叶斯网络模型进行反向推理与敏感性分析,以明确不同伤害类型的关键致因路径。结果表明:不同伤害类型事故致因机制存在明显差异,事故起数最多的挤压类事故主要受到环境嘈杂、信息传递不到位及违规探入、进入设备内部的影响;操作失误在大部分事故类型中占主导作用。根据关键致因路径结合本质安全理念,制定了现代安全理念下的靶向干预措施,以促进机械相关行业安全绩效。, authors=null, authorsList=null, authorCompany=null, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, 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数据驱动的机械伤害事故致因机理差异化研究
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李鑫 1 , 王乐瑶 2,1 , 未宗帅 1 , 佟瑞鹏 1
安全与环境学报 | 安全管理 2026,26(6):
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安全与环境学报 |安全管理 2026 , 26 (6) :
数据驱动的机械伤害事故致因机理差异化研究
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李鑫1 , 王乐瑶2,1 , 未宗帅1 , 佟瑞鹏1
作者信息
  • 1.中国矿业大学(北京)应急管理与安全工程学院
  • 2.科廷大学未来工作研究所
Affiliations
出版时间: 2026-06-25 doi: 10.13637/j.issn.1009-6094.2025.1225
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为揭示不同类型机械伤害事故致因机理的差异,基于2003—2023年的340份机械伤害事故报告,采用改进的人因分析与分类系统模型识别人、机、环、管4个维度的34项致因因素,应用Apriori挖掘因素间强关联规则,并构建贝叶斯网络模型进行反向推理与敏感性分析,以明确不同伤害类型的关键致因路径。结果表明:不同伤害类型事故致因机制存在明显差异,事故起数最多的挤压类事故主要受到环境嘈杂、信息传递不到位及违规探入、进入设备内部的影响;操作失误在大部分事故类型中占主导作用。根据关键致因路径结合本质安全理念,制定了现代安全理念下的靶向干预措施,以促进机械相关行业安全绩效。
安全工程  /  人因分析与分类系统  /  机械伤害事故  /  贝叶斯网络模型  /  关联规则挖掘  /  事故致因  /  靶向干预
李鑫, 王乐瑶, 未宗帅, 佟瑞鹏. 数据驱动的机械伤害事故致因机理差异化研究. 安全与环境学报, 2026 , 26 (6) . DOI: 10.13637/j.issn.1009-6094.2025.1225
  • 国家自然科学基金项目
  • 北京市自然科学基金项目
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2026年第26卷第6期
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doi: 10.13637/j.issn.1009-6094.2025.1225
  • 首发时间:2026-07-17
  • 出版时间:2026-06-25
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国家自然科学基金项目
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作者信息
    1.中国矿业大学(北京)应急管理与安全工程学院
    2.科廷大学未来工作研究所
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2种不同金属材料的力学参数

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Genus
种数
Number of
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Percentage of total
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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