Discriminant Feature Extraction for Centrifugal Pump Fault Diagnosis

Discriminant Feature Extraction for Centrifugal Pump Fault Diagnosis

Raw statistical features can imitate the amplitude, average, energy and time, and frequency series distribution of a raw vibration signal. However, these raw statistical features are either not very sensitive to weak incipient faults or are unsuitable for more severe faults, thus affecting the fault...

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Bibliographic Details
Main Authors: Zahoor Ahmad, Akhand Rai, Andrei S. Maliuk, Jong-Myon Kim
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Centrifugal pump
cross-correlation
correlation coefficient
fault classification
mechanical faults
vulnerable feature pool
Online Access:https://ieeexplore.ieee.org/document/9187879/

Internet

https://ieeexplore.ieee.org/document/9187879/

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