The Research of Data Mining in Boiler Operation Optimization
|School||North China Electric Power University (Hebei)|
|Course||Power and Mechanical Engineering|
|Keywords||Data Mining Operational optimization Boiler Association rules Target value|
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 .