基于本体的煤矿事故隐患辨识排查系统构建
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摘要
为了解决煤矿事故隐患排查整改效率低、辨识不到位等问题,提出一种基于本体的隐患辨识排查系统构建方法。通过对煤矿隐患知识分析确立事故隐患本体层次结构、定义类的对象和数据属性,利用Protégé4.0软件对隐患本体进行形式化和存储。在此基础上构建了事故隐患辨识排查系统模型,并采用Java语言实现了系统主要功能。系统较好的解决了隐患数据的异构性和再利用问题,提升了隐患知识的利用率。
In order to solve the problems such as low efficiency of rectification and incomplete identification of safety hazard in coal mine, we present a method of constructing safety hazard identification system based on ontology. By analyzing the knowledge of the safety hazard in coal mine, the hierarchical structure of the safety hazard is established, the object attribute and the data attribute of the class are defined, and the ontology of safety hazard is formalized and stored by Protégé 4.0 software. On this basis, the safety hazard investigation and identification system is constructed, and the main function of the system is realized by using Java.The system solves the problem of the heterogeneity and reuse of safety hazard data, improves the utilization rate of safety hazard knowledge.
In order to solve the problems such as low efficiency of rectification and incomplete identification of safety hazard in coal mine, we present a method of constructing safety hazard identification system based on ontology. By analyzing the knowledge of the safety hazard in coal mine, the hierarchical structure of the safety hazard is established, the object attribute and the data attribute of the class are defined, and the ontology of safety hazard is formalized and stored by Protégé 4.0 software. On this basis, the safety hazard investigation and identification system is constructed, and the main function of the system is realized by using Java.The system solves the problem of the heterogeneity and reuse of safety hazard data, improves the utilization rate of safety hazard knowledge.
引文
[1]苟怡,陈运启.煤矿隐患闭环管理系统的研究与实现[J].煤矿安全,2016,47(5):245-247.
[2]Studer R,Benjamins V R,Fensel D.Knowledge Engineering:Principles and Methods[J].Data and Knowledge Engineering,1998,25(2):161-197.
[3]李勇,张志刚.领域本体构建方法研究[J].计算机科学与工程,2008,30(5):129-131.
[4]张长鲁.煤矿事故隐患大数据处理与知识发现分析方法研究[J].中国安全生产科学技术,2016,12(9):176-181.
[5]张文秀,朱庆华.领域本体的构建方法研究[J].图书与情报,2011(1):16-20.
[6]张大伟.煤矿安全隐患知识库的建立与应用[J].煤矿安全,2015,46(1):230-232.
[7]李贤功,宋学锋,孟现飞.煤矿安全风险预控与隐患闭环管理信息系统设计研究[J].中国安全科学学报,2010,20(7):89-95.
[8]许俊,田佩芳.基于GIS的煤矿安全隐患排查治理综合信息管理平台设计及应用研究[J].中国煤炭,2017,43(1):82-88.
[9]崔超.基于PDA的煤矿隐患排查系统研究[J].煤矿安全,2014,45(3):224-226.
[10]李鑫,刘双跃,梁玉霞,等.煤矿隐患分类处理系统设计探讨[J].中国安全生产科技技术,2012,8(5):188-193.
[11]何国家,刘双勇,孙彦彬.煤矿事故隐患监控预警的理论与实践[J].煤炭学报,2009,34(2):212-217.
[2]Studer R,Benjamins V R,Fensel D.Knowledge Engineering:Principles and Methods[J].Data and Knowledge Engineering,1998,25(2):161-197.
[3]李勇,张志刚.领域本体构建方法研究[J].计算机科学与工程,2008,30(5):129-131.
[4]张长鲁.煤矿事故隐患大数据处理与知识发现分析方法研究[J].中国安全生产科学技术,2016,12(9):176-181.
[5]张文秀,朱庆华.领域本体的构建方法研究[J].图书与情报,2011(1):16-20.
[6]张大伟.煤矿安全隐患知识库的建立与应用[J].煤矿安全,2015,46(1):230-232.
[7]李贤功,宋学锋,孟现飞.煤矿安全风险预控与隐患闭环管理信息系统设计研究[J].中国安全科学学报,2010,20(7):89-95.
[8]许俊,田佩芳.基于GIS的煤矿安全隐患排查治理综合信息管理平台设计及应用研究[J].中国煤炭,2017,43(1):82-88.
[9]崔超.基于PDA的煤矿隐患排查系统研究[J].煤矿安全,2014,45(3):224-226.
[10]李鑫,刘双跃,梁玉霞,等.煤矿隐患分类处理系统设计探讨[J].中国安全生产科技技术,2012,8(5):188-193.
[11]何国家,刘双勇,孙彦彬.煤矿事故隐患监控预警的理论与实践[J].煤炭学报,2009,34(2):212-217.