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Research On Mass Data Processing System Of Coal Mine Safety Monitoring Based On CS-WLC

Posted on:2021-05-18Degree:MasterType:Thesis
Country:ChinaCandidate:Y ZhangFull Text:PDF
GTID:2381330611970843Subject:Detection Technology and Automation
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With more and more data and collected by various sensors and equipment in coal mine,coal mine safety monitoring systems will face greater challenges.In order to ensure coal mine production safety and coordinate the data interaction between various subsystems,it is necessary to further improve the efficiency of massive safety monitoring data processing to ensure the smooth operation of coal mine enterprises.This article takes coal mine safety monitoring data as the research object,and analyzes the source,characteristics and problems of the massive data in view of the massive data processing problems in the production process of our country's mines.In order to improve the processing efficiency of the massive data of coal mine safety monitoring,the massive data processing technology was analyzed,and the load balancing technology in the massive data processing was studied.The load balancing based on middleware was determined,and the existing load balancing algorithm was studied,and the cuckoo search algorithm was introduced.,which was to optimize the weighted minimum connection algorithm,and the CS-WLC algorithm was completed.An experimental platform was builded for simulation to prove that the response delay of the CS-WLC algorithm is shorter and the number of response connections is greater,which is a safety monitoring for coal mines,the efficient operation of the massive data processing system has laid the foundation;The CS-WLC-based coal mine safety monitoring massive data processing system was designed,including system architecture,data flow,middleware load balancing and database design,and the CS-WLC algorithm was applied to the system,after system debugging and the efficiency of data processing analysis proves that the system designed in this paper runs stably and the data processing efficiency of the system has also been effectively improved.The massive data processing system of coal mine safety monitoring is studied,the efficient use of coal mine massive data is realized,to a certain extent,it guarantees the safety of coal mine production and has certain theoretical significance and application value.
Keywords/Search Tags:Coal Mine Safety Monitoring, Mass data processing, Load Balancing, CS-WLC Algorithm
PDF Full Text Request
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