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Data Mining Analysis Technology Research And Application On Coal Mine Safety Monitoring Data

Posted on:2017-02-18Degree:MasterType:Thesis
Country:ChinaCandidate:Z DingFull Text:PDF
GTID:2271330509953683Subject:Safety engineering
Abstract/Summary:PDF Full Text Request
With the high and new technology is widely in mine, such as computer technology, communication technology and monitoring technology, resulting in plentiful, abundant and different type of production data to describe the production status, personal condition and equipment status. The monitoring production achieve automation and systematic, as well as improve the coal mine safety situation a great extent. However the contradiction between the growing various types of mine monitoring data and the slow data processing technology has become more and more important of the technology and management of coal mine safety production. In the face of huge data, how to dig out useful information and model to aid in the management of coal mine safety is an important issue and also an important measure to deep creation and promote the digital mine, system and intelligent.The paper based on data mining technology to mine monitoring system data mining analysis to analyze professionally on the results of the mining. Combining with the actual situation of the mine develop some measures,assist the safety of mine production. By collecting a large number of coal work face CH4 concentration、CO concentration 、 dust concentration 、 temperature 、 relative humidity and other environment parameters numerical, determine the target of mining, pply the association rules methods and upload arules package. The analysis of mining excavate to get the strong rules in environment parameters, according to strong rules propose some suggestions and formulate corresponding management measures. The three level of the first mining face is the upper protective layer mining,high gas concentration, affecting the normal production. Collecting three horizontal wind machine pressure, drainage pumping station and adjacent to the working surface mining information data to establish the mining model, use analysis of regression to analyze the mine, find out the factors related to The first mining working surface gas concentration, and get the prediction regression equation, from The perspective of qualitative and quantitative analysis of mining results, combine with mining actual situation and put forward some suggestions and measures. Data mining technology enrich the measures of the production management, provide the decision basis for coal mine management, reduce the potential safety hazard and improve the mine production efficiency, which in the safety of mine production has certain guidance and practical.
Keywords/Search Tags:Coal mine safety, Data mining, Association rules, Regression analysis
PDF Full Text Request
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