Study on the Fault Diagnosis of Gear Pump Based on RBF Neural Network

Gui Lan Zuo; Feng Lian Niu; Yue Cheng; Yu Xi Zhang

doi:10.4028/www.scientific.net/AMM.556-562.2957

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 556-562Study on the Fault Diagnosis of Gear Pump Based on...

Study on the Fault Diagnosis of Gear Pump Based on RBF Neural Network

Abstract:

The failure of hydraulic pump as a power unit in hydraulic systems affects directly the proper performance of the systems. Therefore, the monitoring of the pump performance and diagnosis of pump faults are urgent problems in want of solution. The principle of RBF algorithm is described. Study on fault diagnosis based on RBF for hydraulic pump. The test and analysis results indicate that the method is simple and efficient.

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Periodical:

Applied Mechanics and Materials (Volumes 556-562)

Pages:

2957-2961

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.556-562.2957

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Online since:

May 2014

Authors:

Gui Lan Zuo*, Feng Lian Niu, Yue Cheng, Yu Xi Zhang

Keywords:

Fault Diagnosis, Hydraulic Pump, RBF

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* - Corresponding Author

References

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