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2015 | OriginalPaper | Chapter

Monitoring of the Damage in Rolling Element Bearings

Authors : Steven Chatterton, Pietro Borghesani, Paolo Pennacchi, Andrea Vania

Published in: Vibration Engineering and Technology of Machinery

Publisher: Springer International Publishing

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Abstract

Envelope Analysis of vibration signal is the most used and simplest method for the diagnostics of rolling element bearings. This method is based on the identification of bearing damage frequency components in the so-called Envelope Spectrum. If the recognition of the damage type is quite a simple task, the monitoring and the evaluation of the trend of a suitable damage index are complex tasks to be performed in an automatic way. The damage index must be robust against variations of system operating conditions and external vibration sources to avoid misleading results. In the paper, the case of a rolling element bearing in which the defect develops until a permanent failure is described as well as the algorithm implemented for alarm signaling.

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Literature
1.
go back to reference Randall RB (2011) Vibration-based condition monitoring. Wiley, New York Randall RB (2011) Vibration-based condition monitoring. Wiley, New York
2.
go back to reference Borghesani P, Ricci R, Chatterton S, Pennacchi P (2013) A new procedure for using envelope analysis for rolling element bearing diagnostics in variable operating conditions. Mech Syst Sig Process 38(1):23–35CrossRef Borghesani P, Ricci R, Chatterton S, Pennacchi P (2013) A new procedure for using envelope analysis for rolling element bearing diagnostics in variable operating conditions. Mech Syst Sig Process 38(1):23–35CrossRef
3.
go back to reference Capdessus C, Sidahmed M, Lancome JL (2000) Cyclostationarity processes: application in gear fault early diagnosis. Mech Syst Sig Process 14:371–385CrossRef Capdessus C, Sidahmed M, Lancome JL (2000) Cyclostationarity processes: application in gear fault early diagnosis. Mech Syst Sig Process 14:371–385CrossRef
4.
go back to reference Randall RB, Antoni J, Chobsaard S (2001) The relationship between spectral correlation and envelope analysis in the diagnostics of bearing faults and other cyclostationary machine signals. Mech Syst Sig Process 15:945–962CrossRef Randall RB, Antoni J, Chobsaard S (2001) The relationship between spectral correlation and envelope analysis in the diagnostics of bearing faults and other cyclostationary machine signals. Mech Syst Sig Process 15:945–962CrossRef
5.
go back to reference Antoni J, Randall RB (2009) The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines. Mech Syst Signal Process 23:987–1036CrossRef Antoni J, Randall RB (2009) The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines. Mech Syst Signal Process 23:987–1036CrossRef
6.
go back to reference Yu D, Cheng J, Yang Y (2005) Application of EMD method and Hilbert spectrum to the fault diagnosis of roller bearings. Mech Syst Signal Process 19:259–270CrossRef Yu D, Cheng J, Yang Y (2005) Application of EMD method and Hilbert spectrum to the fault diagnosis of roller bearings. Mech Syst Signal Process 19:259–270CrossRef
7.
go back to reference Randall RB, Sawalhi N (2011) Signal processing tools for tracking the size of a spall in a rolling element bearing. In: IUTAM symposium on emerging trends in rotor dynamics Randall RB, Sawalhi N (2011) Signal processing tools for tracking the size of a spall in a rolling element bearing. In: IUTAM symposium on emerging trends in rotor dynamics
8.
go back to reference Pennacchi P, Ricci R, Chatterton S, Borghesani P (2011) Effectiveness of MED for fault diagnosis in roller bearings. Vibration problems ICOVP 2011. Springer, Dordrecht. ISBN 978-94-007-2068-8. doi:10.1007/978-94-007-2069-5, pp 637–642 Pennacchi P, Ricci R, Chatterton S, Borghesani P (2011) Effectiveness of MED for fault diagnosis in roller bearings. Vibration problems ICOVP 2011. Springer, Dordrecht. ISBN 978-94-007-2068-8. doi:10.​1007/​978-94-007-2069-5, pp 637–642
9.
go back to reference Antoni J (2007) Fast computation of the kurtogram for the detection of transient faults. Mech Syst Sig Process 21:108–124CrossRef Antoni J (2007) Fast computation of the kurtogram for the detection of transient faults. Mech Syst Sig Process 21:108–124CrossRef
10.
go back to reference Barszcz T, JabŁooski A (2011) A novel method for the optimal band selection for vibration signal demodulation and comparison with the Kurtogram. Mech Syst Sig Process 25(1):431–451CrossRef Barszcz T, JabŁooski A (2011) A novel method for the optimal band selection for vibration signal demodulation and comparison with the Kurtogram. Mech Syst Sig Process 25(1):431–451CrossRef
12.
go back to reference Volkovas V, Perednis A (2010) Adaptable vibration monitoring in rotor systems. J Vibro Eng 12(4):396–405 Volkovas V, Perednis A (2010) Adaptable vibration monitoring in rotor systems. J Vibro Eng 12(4):396–405
13.
go back to reference Pennacchi P, Chatterton S, Vania A, Ricci R, Borghesani P (2013) Experimental evidences in bearing diagnostics for traction system of high speed trains. Chem Eng Trans 33:739–744. doi:10.3303/CET1333124 Pennacchi P, Chatterton S, Vania A, Ricci R, Borghesani P (2013) Experimental evidences in bearing diagnostics for traction system of high speed trains. Chem Eng Trans 33:739–744. doi:10.​3303/​CET1333124
14.
go back to reference Borghesani P, Pennacchi P, Chatterton S (2014) The relationship between kurtosis and envelope-based indexes for the diagnostic of rolling element bearings. Mech Syst Sig Process 43:25–43CrossRef Borghesani P, Pennacchi P, Chatterton S (2014) The relationship between kurtosis and envelope-based indexes for the diagnostic of rolling element bearings. Mech Syst Sig Process 43:25–43CrossRef
15.
go back to reference Chatterton S, Pennacchi P, Ricci R, Borghesani P, Vania A (2013) Development of a new signal processing diagnostic tool for vibration signals acquired in transient conditions. Chem Eng Trans 33:61–66. doi:10.3303/CET1333011 Chatterton S, Pennacchi P, Ricci R, Borghesani P, Vania A (2013) Development of a new signal processing diagnostic tool for vibration signals acquired in transient conditions. Chem Eng Trans 33:61–66. doi:10.​3303/​CET1333011
16.
go back to reference Borghesani P, Pennacchi P, Chatterton S, Ricci R (2014) The velocity synchronous discrete fourier transform for order tracking in the field of rotating machinery. Mech Syst Sig Process 44(1–2):118–133CrossRef Borghesani P, Pennacchi P, Chatterton S, Ricci R (2014) The velocity synchronous discrete fourier transform for order tracking in the field of rotating machinery. Mech Syst Sig Process 44(1–2):118–133CrossRef
17.
go back to reference Borghesani P, Pennacchi P, Ricci R, Chatterton S (2013) Testing second order cyclostationarity in the squared envelope spectrum of non-white vibration signals. Mech Syst Sig Process 40(1):38–55CrossRef Borghesani P, Pennacchi P, Ricci R, Chatterton S (2013) Testing second order cyclostationarity in the squared envelope spectrum of non-white vibration signals. Mech Syst Sig Process 40(1):38–55CrossRef
Metadata
Title
Monitoring of the Damage in Rolling Element Bearings
Authors
Steven Chatterton
Pietro Borghesani
Paolo Pennacchi
Andrea Vania
Copyright Year
2015
DOI
https://doi.org/10.1007/978-3-319-09918-7_86

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