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基于NB-IOT的矿下环境监测及瓦斯涌出量研究 被引量:1
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作者 杨明亮 李宁 +1 位作者 朱宗玖 胡霞 《煤炭技术》 CAS 北大核心 2022年第2期109-112,共4页
针对煤矿井下环境监测存在传输信号较差、工作面瓦斯涌出量难以预测的问题,提出基于NB-IOT的矿下环境监测系统及瓦斯涌出量预测模型。首先,针对矿井下温湿度、烟雾、一氧化碳、瓦斯气体等监测指标,利用NB-IOT无线传感网络技术与云平台... 针对煤矿井下环境监测存在传输信号较差、工作面瓦斯涌出量难以预测的问题,提出基于NB-IOT的矿下环境监测系统及瓦斯涌出量预测模型。首先,针对矿井下温湿度、烟雾、一氧化碳、瓦斯气体等监测指标,利用NB-IOT无线传感网络技术与云平台相结合的方式,建立NB-IOT矿下环境监测系统。其次,结合监测的瓦斯气体数据与相关影响因素,利用主成分多元线性回归方法建立瓦斯涌出量预测模型。最后,将主成分多元线性回归与普通多元线性回归模型的预测精度进行对比,结果表明,主成分多元线性回归模型的最大值与最小值相对误差准确度分别提升50.47%、83.58%,验证了模型的可行性与准确性。 展开更多
关键词 NB-IOT 矿下环境监测 主成分多元线性回归 瓦斯涌出量预测
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Gas and rock-bump hazard monitoring in the Polish mining
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作者 ISAKOW Zbigniew KRZYSTANEK Zdzislaw +1 位作者 TRENCZEK Stanistaw WOJTAS Piotr 《Journal of Coal Science & Engineering(China)》 2009年第3期229-232,共4页
Described the main environmental hazards occurring in Polish undergroundmines and their continuous growth in recent years as well as equipment and systemswhich were used for monitoring mine air parameters and geodynam... Described the main environmental hazards occurring in Polish undergroundmines and their continuous growth in recent years as well as equipment and systemswhich were used for monitoring mine air parameters and geodynamic phenomena.Thelatest versions of environmental hazard monitoring systems,having a form of a comprehensiveset of underground and surface equipment,are presented and their functionscharacterized. 展开更多
关键词 gas and rock-bump HAZARD monitoring
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Real-time Diesel Particulate Matter ambient monitoring in underground mines
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作者 Gillies A D S 《Journal of Coal Science & Engineering(China)》 2011年第3期225-231,共7页
A real-time Diesel Particulate Matter (DPM) monitor has been developed on the base of the successful National In- stitute of Occupational Health and Safety (NIOSH) designed Personal Dust Monitor (PDM) unit. The ... A real-time Diesel Particulate Matter (DPM) monitor has been developed on the base of the successful National In- stitute of Occupational Health and Safety (NIOSH) designed Personal Dust Monitor (PDM) unit. The objectives of a recently completed Australian Coal Association Research Program (ACARP) study was to modify the PDM to measure the submicrometre fraction of the aerosol in a real-time monitoring underground instrument. Mine testing focused on use of the monitor in engineering evaluations of Longwall (LW) moves demonstrated how DPM concentrations from vehicles fluctuate under varying ventilation and operational conditions. The strong influence of mine ventilation systems is reviewed. Correlation between the current SKC DPM measurement system and real-time DPM monitors were conducted and results from eight mines show a correlation between elemental carbon (EC) and the new monitor DPM mass ranging from 0.45 to 0.82 with R2〉0.86 in all but two cases. This differences in suspected to be due to variations from mine to mine in aspects such as mine atmospheric contamination, vehicle fleet variations, fuel type, engine maintenance, engine combustion efficiency, engine behavior or interference from other submicrometre aerosol. Real-time monitoring clearly reflects the movement of individual diesel vehicles and allows pin-pointing of high exposure zones such as those encountered where various vehicles engage in intense work in areas of constrained or difficult ventilation. DPM shift average monitoring approaches do not readily allow successful engineering evaluation exercises to determine acceptability of pollution levels. Identification of high DPM concentration zones allows efficient modification of mine ventilation, operator positioning and other work practices to reduce miners' exposures without waiting for laboratory analysis results. 展开更多
关键词 real-time diesel particulate matter total carbon elemental carbon
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