煤矿主要工种本体构建及安全规则推理

Ontology construction and safety rule reasoning of main types of work in coal mine

  • 摘要: 目前煤矿领域本体侧重于对事故的预测,尚无针对煤矿作业人员操作安全性的本体研究。为及时发现作业人员的危险操作来为作业人员提供安全预警,提出了一种煤矿主要工种本体构建及安全规则推理方法。根据煤矿实际生产状况,将煤矿生产中的作业人员、操作设备、操作方法、地点、环境、事故和状态等信息形式化表示,利用本体语言构建了覆盖采煤系统、掘进系统、机电运输、地质测量、通风瓦斯、综合防尘和选煤厂等生产系统的煤矿主要工种本体。根据煤矿领域专业文献中的安全生产规定,基于Jena自定义规则语法制定了安全规则,并基于安全规则实现对煤矿主要工种本体中作业人员操作安全性的推理。实验结果表明,基于煤矿主要工种本体及安全规则来判断作业人员安全状态有效可行,为煤矿安全生产提供了一种辅助保障手段。

     

    Abstract: At present, the ontology of coal mine field focuses on the prediction of accidents, and there is no ontology research for the operation safety of coal mine operating personnel. In order to detect the dangerous operation of operating personnel in time to provide safety warning for operating personnel, a method of ontology construction and safety rule reasoning for main types of work in coal mine is proposed. According to the actual production situation of coal mine, the information of operating personnel, apparatus, operating methods, location, environment, accidents and state in coal mine production is formally represented. The main types of work ontology of coal mine covering coal mining system, roadway heading system, electromechanical transportation, geological survey, ventilation gas, comprehensive dust prevention, coal preparation plant and other production systems is constructed by ontology language. According to the safety production regulations in the professional literature of coal mine field, the safety rules are formulated based on Jena custom rule grammar, and the reasoning of operation safety of operating personnel in the main types of work ontology of coal mine is realized based on the safety rules. The experimental results show that it is effective and feasible to judge the safety state of operating personnel based on the ontology of main types of work and safety rules, which provides an auxiliary guarantee method for coal mine safety production.

     

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