Research on gas disaster risk early warning data collection technology for regional coal mines
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摘要: 以各级煤矿安全监管监察部门、矿业集团公司对辖区内所有煤矿瓦斯灾害风险宏观预警为出发点,指出区域煤矿瓦斯灾害风险预警基础数据具有多源、异构、海量、多维等特征,数据采集存在信息不全面及模式单一、维度固化等问题;将区域煤矿瓦斯灾害风险预警基础数据分为区域内矿井自然环境风险数据、区域内矿井生产系统风险数据、区域内矿井瓦斯防治风险数据、宏观安全环境风险数据4类;介绍了具有结构化特征的煤矿安全监控及瓦斯灾害预警数据、具有半结构化特征的监管监察执法检查数据、具有非结构化特征的煤矿音视频监控数据的采集技术,重点研究了基于.NET Core跨平台Web API的煤矿安全监控及瓦斯灾害预警数据采集技术,以及基于主题网络爬虫的宏观安全环境风险数据采集技术;设计了适用于互联网环境的区域煤矿瓦斯灾害风险预警数据采集系统,现场试验表明,该系统能够全面、可靠、及时地采集区域煤矿瓦斯灾害风险预警基础数据。
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关键词:
- 区域煤矿 /
- 瓦斯灾害风险预警 /
- 数据采集 /
- 跨平台Web API /
- 主题网络爬虫
Abstract: Taking gas disaster risk macro early warning of all coal mines within the jurisdiction of all levels of coal mine safety supervision departments and mining group companies, it is pointed out that the basic data of regional coal mine gas disaster risk prediction has the characteristics of multi-source, heterogeneous, massive, multi-dimensional, etc., and there are some problems in data collection, such as incomplete information collection and single data collection mode, solidified dimensions, etc.; the basic data of regional coal mine gas disater risk prediction is divided into four types: natural environment risk data of regional mine, production system risk data of regional mine, gas prevention risk data of regional mine, and macro-security environmental risk data; collection technologies of coal mine safety monitoring and gas disaster early warning data with structured characteristics, supervision and law enforcement inspection data with semi-structured characteristics, and coal mine audio and video monitoring data with unstructured characteristics are introduced, and the research of coal mine safety monitoring and gas disaster warning data collection technology based on .NET Core cross-platform Web API, and macro-security environmental risk data collection technology based on topic crawler are introduced in detail; data collection system of gas disaster risk early warning for regional coal mines suitable for Internet environment is designed, and field test show that the system can comprehensively, reliably and timely collect basic data of regional coal mine gas disaster risk early warning.
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