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The Research Of Data Mining In Boiler Operation Optimization

Posted on:2010-08-03Degree:MasterType:Thesis
Country:ChinaCandidate:Q L SunFull Text:PDF
GTID:2178360275484660Subject:Power and mechanical engineering
Abstract/Summary:PDF Full Text Request
With the rapid development of the power industry in our country, the integration level of information in power plants will be higher and higher. Large quantity of information that reflects the condition of unit performance is provided by mass sensor data and the experience of experts. Using the method of data mining to treat and apply these information resource, will have the important and realistic meaning to operation optimization and economical efficiency, stability, reliability of the unit. So this paper proposed a new method based on data mining to optimizing operation. The new method combined pivotal data mining theory and power plant operation optimization and induced data mining technology to operation optimization process. Using the programming tool of Delphi, this paper design a power plant operation optimization system. The system use the real-time data of boiler to determine optimal operation parameters, the optimal operation parameters can improve the boiler's efficiency. At the same time, the system feedback the optimal operation parameters to workers, guide the workers operation.
Keywords/Search Tags:data mining, operation optimization, boiler, association rule, optimization value
PDF Full Text Request
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