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Research And Application Of Data Mining Technology In Coal Mine Safe Production System

Posted on:2010-05-30Degree:MasterType:Thesis
Country:ChinaCandidate:W ChengFull Text:PDF
GTID:2178360275450076Subject:Control Engineering
Abstract/Summary:PDF Full Text Request
In modern enterprises, safety in production has become more and more challenging. How to carry on safe production and how to ensure safety in production are two problems needed to further discussion. By the use of information technology, we develop the system which mainly solves safety problem. Besides, the system uses data mining technology to improve efficiency in the corporation.The paper includes following sections: system overview, analysis, design, implementation, operation environment, maintenance, test and the use of data mining technology in the system. Among them, the paper discusses feasibility analysis, requirement analysis, function modules design, database design, and code in great details. The paper also discusses system development, main functions of the system, and the use of data mining technology. Last, it summarizes the experiences and lessons we drew from system development.The system uses Visual Basic as the programming language, and uses adodc component to carry on many operations on database. And it uses SQL Server 2000 to build the database in the system. The paper discusses Bayesian Networks, and processes statistics data in the system through Bayesian Networks, thus to find out some inherent and useful information.
Keywords/Search Tags:Safety in Production, Management Information System, Data Mining, Bayesian Networks
PDF Full Text Request
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