Dissertation > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Programming > Database theory and systems

The Research of Data Mining in Boiler Operation Optimization

Author SunQunLi
Tutor GuJunJie
School North China Electric Power University (Hebei)
Course Power and Mechanical Engineering
Keywords Data Mining Operational optimization Boiler Association rules Target value
CLC TP311.13
Type Master's thesis
Year 2009
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With the rapid development of China 's electric power industry , power plant information integration . Vast amounts of sensor data and expertise to provide a lot of information to reflect the operating status of the unit , the use of data mining methods to the processing and application of these valuable resources , is bound to run optimize and improve the unit of economic , security, reliability , etc. have important practical significance . In this paper, data mining theory and applications combined with the optimization of plant operation , the data mining technology into the power station boiler operation optimization process , proposed to optimize new method based on data mining utility boilers run . Delphi programming tool developed boiler operation optimization system . This system uses real - time data to identify the optimal value of the operating parameter of the current condition of the boiler plant , the optimal value can significantly improve the efficiency of the boiler . Optimal value is fed back to the plant operation personnel , to guide the operation of the operating personnel .

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