The Advantages and Application Research of SDAE in Hydraulic Pump Fault Diagnosis
As a key component in the hydraulic system,the hydraulic pump plays an important role in converting the mechanical energy of the prime mover into liquid pressure energy,providing power to the hydraulic system.Its operating status directly affects the performance of the entire hydraulic system.SDAE belongs to unsupervised learning algorithms and can effectively extract fault features of hydraulic pumps.In view of this,the basic principle of SDAE will be analyzed,and the advantages of hydraulic pump fault diagnosis based on SDAE will be e-laborated.Finally,effective application methods will be proposed to provide good technical support for hydraulic pump fault diagnosis.
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