Normalization of vibration signals generated under highly varying speed and load with application to signal separation. (1st January 2017)

• Record Type: Journal Article
• Authors: Urbanek, Jacek; Barszcz, Tomasz; Strączkiewicz, Marcin; Jablonski, Adam
• Is Part Of: Mechanical systems and signal processing. Volume 82(2017)
• Page Start: 13
• Page End: 31
• Publication Date: 2017-01-01
• Subjects: Vibration signal modeling -- Varying operational conditions -- Non-stationary signals analysis -- Signal separation; Structural dynamics -- Periodicals; Vibration -- Periodicals; Constructions -- Dynamique -- Périodiques; Vibration -- Périodiques; Structural dynamics; Vibration; Periodicals; 621
• DOI: 10.1016/j.ymssp.2016.04.017
• Languages: English
• ISSNs: 0888-3270

Abstract

Abstract: The paper presents a normalization dedicated to transform non-stationary vibration signals into signals characterized by purely stationary properties. For this purpose, a novel class of generalized periodic signals is defined followed by a proposition of a normalization technique, which takes advantage of available, instantaneous values of operational parameters. Within the paper, a well-known discrete-random separation (DRS) technique is recalled as an exemplary technique, which has been restricted to stationary signals so far. The authors present a step-by-step adoption of the DRS to non-stationary signals. The method is applied to simulated signal, test rig signal, and a vibration signal from industrial object. Additionally, for the purpose of synthesis of simulated signal, a new model of multi-component vibrations generated under varying regime is proposed. The presented method aims to expand existing solutions dealing with varying frequency to a more general solution dealing with independent, simultaneous varying frequency and amplitude of signal components. Highlights: It is possible to transform non-stationary signals into stationary signals. A new class of generalized angular deterministic (GAD) signals is proposed. A new transformation based on normalization is proposed. A new model of harmonic components under varying regime is proposed. Method is illustrated on well-known DRS algorithm. Normalization extends dealing with variable frequency to variable frequency and amplitude.