Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault Diagnosis

Torres-Contreras, Ignacio and Jáuregui-Correa, Juan Carlos and López-Cajún, Carlos Santiago and Echeverría-Villagómez, Salvador (2021) Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault Diagnosis. Applied Sciences, 11 (2). p. 873. ISSN 2076-3417

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Abstract

For fault diagnosis and predictive maintenance of rotating machinery, the phase errors generated by the integration processing of a vibration signal are an essential investigation subject. Phase errors affect the solution of mechanical systems with multiple vibration sources and also the information transmitted through the vibration that is used for fault diagnosis. This work proposes the use of phase plane, recurrence plot (RP), and cross recurrence plot (CRP) to evaluate phase shift error effects on the solution of multiple asynchronous and simple periodic functions, and on the smoothing of a Gaussian peak with white noise. Noisy peaks were smoothed twice with the triangular method and with a different number of points. The analysis of the asynchronous periodic functions and the smoothing indicated that a small phase shift changes the phase plane and the RP pattern. These changes can affect not only the accuracy of machinery fault diagnosis but also prediction for the application of timely maintenance actions.

Item Type: Article
Subjects: Impact Archive > Engineering
Depositing User: Managing Editor
Date Deposited: 05 Apr 2023 04:32
Last Modified: 04 May 2024 04:08
URI: http://research.sdpublishers.net/id/eprint/993

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