Abstract
This Chapter starts the subject of synthetic data generation. It covers generation of sinusoidal components typical for shafts, blades, and gearboxes, and decaying pulses characteristic for rolling-element bearings (REBs). Each component undergoes multiple monotonic and non-monotonic modulations. Additionally, the Chapter shows how to model jitter characteristic for REBs working under significant load.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Urbanek J et al (2017) Normalization of vibration signals generated under highly varying speed and load with application to signal separation. Mech Syst Signal Process 82(1):13–31
Jablonski A, Barszcz T (2011) A novel method for the optimal band selection for vibration signal demodulation and comparison with the Kurtogram. Mech Syst Signal Process 25(1):431–451
Urbanek J, Barszcz T, Antoni J (2014) Detection of signal component modulations using modulation intensity distribution. Mech Systs Signal Process 46(1):16–27
https://www.mathworks.com/help/signal/examples/vibration-analysis-of-rotating-machinery.html
Urbanek J et al (2016) Application of angular–temporal spectrum to exploratory analysis of generalized angular–temporal deterministic signals. Appl Acoust 109:27–36
Randall RB (2011) Vibration-based condition monitoring: industrial, aerospace and automotive applications. Wiley
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this chapter
Cite this chapter
Jablonski, A. (2021). Synthetic Signals Generation Methods. In: Condition Monitoring Algorithms in MATLAB®. Springer Tracts in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-030-62749-2_6
Download citation
DOI: https://doi.org/10.1007/978-3-030-62749-2_6
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-62748-5
Online ISBN: 978-3-030-62749-2
eBook Packages: EngineeringEngineering (R0)