Envelope analysis of rotating machine vibrations in variable speed conditions: A comprehensive treatment. (1st February 2017)

• Record Type: Journal Article
• Authors: Abboud, D.; Antoni, J.; Sieg-Zieba, S.; Eltabach, M.
• Is Part Of: Mechanical systems and signal processing. Volume 84:Part A(2017)
• Page Start: 200
• Page End: 226
• Publication Date: 2017-02-01
• Subjects: REB rolling element bearings -- SE squared envelope -- SES squared envelope spectrum -- CS cyclostationary -- SC spectral correlation -- VSC variable speed conditions -- ISA improved synchronous average -- CPW cepstrum prewhitening -- GSA generalized synchronous average -- SOI source of interest -- AT-CS angle/time cyclostationary -- BPOO ball-pass-order on the outer-race; Squared envelope spectrum -- Envelope enhancement techniques -- Variable speed conditions -- Vibration analysis -- Bearing diagnostic; Structural dynamics -- Periodicals; Vibration -- Periodicals; Constructions -- Dynamique -- Périodiques; Vibration -- Périodiques; Structural dynamics; Vibration; Periodicals; 621
• DOI: 10.1016/j.ymssp.2016.06.033
• Languages: English
• ISSNs: 0888-3270

Abstract

Abstract: Nowadays, the vibration analysis of rotating machine signals is a well-established methodology, rooted on powerful tools offered, in particular, by the theory of cyclostationary (CS) processes. Among them, the squared envelope spectrum (SES) is probably the most popular to detect random CS components which are typical symptoms, for instance, of rolling element bearing faults. Recent researches are shifted towards the extension of existing CS tools – originally devised in constant speed conditions – to the case of variable speed conditions. Many of these works combine the SES with computed order tracking after some preprocessing steps. The principal object of this paper is to organize these dispersed researches into a structured comprehensive framework. Three original features are furnished. First, a model of rotating machine signals is introduced which sheds light on the various components to be expected in the SES. Second, a critical comparison is made of three sophisticated methods, namely, the improved synchronous average, the cepstrum prewhitening, and the generalized synchronous average, used for suppressing the deterministic part. Also, a general envelope enhancement methodology which combines the latter two techniques with a time-domain filtering operation is revisited. All theoretical findings are experimentally validated on simulated and real-world vibration signals. Highlights: The squared envelope spectrum is a benchmark technique for bearing diagnosis. Critical comparison between existing envelope enhancement techniques. Revisiting a general envelope enhancement methodology. Experimental validation on simulated and real vibration signals.