Automatic Monitoring Method for Fault Status of Centrifugal Pump in Pump Station
To enhance the operational efficiency of centrifugal pumps in pumping stations,an automatic monitoring method for the fault status of centrifugal pumps in pumping stations is proposed.Firstly,analyze the vibration signal of the centrifugal pump operation,extract characteristic parameters such as peak,pulse,margin,kurtosis,etc.,and then use SVM to recognize the fault mode of the extracted characteristic parameters,automatically monitoring the fault status of the centrifugal pump in the pumping station.The results indicate that the application of design methods has a good clustering effect on the sample characteristics of different centrifugal pump fault modes,and the accuracy of fault state monitoring is high.
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