Time Encoded Signal Processing and Recognition of Incipient Bearing Faults

S. Abdusslam, M. Ahmed, P. Raharjo, F. Gu, A. D. Ball

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Abstract

Numerous techniques for rolling bearing monitoring have been presented recently but the challenge lies in finding a reliable and price efficient monitoring system capable of providing an early alarm of bearing defects, thus, the purpose of this paper is to develop a more advanced approach using vibration signal to bearings monitoring based on TESPAR (Time Encoded Signal Processing and Recognition), the results show that TESPAR analysis when applied on its own to raw data vibration signal from different bearing conditions does not produce significant results, however, when combined with envelope signal provides an enhanced and novel method for detection of incipient bearing faults

Original languageEnglish
Title of host publication17th International Conference on Automation and Computing, ICAC 2011
PublisherIEEE
Pages289-293
Number of pages5
ISBN (Electronic)9781862180987
ISBN (Print)9781467300001
Publication statusPublished - 21 Nov 2011
Event17th International Conference on Automation and Computing - Huddersfield, United Kingdom
Duration: 10 Sep 201110 Sep 2011
Conference number: 17
http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=14139&copyownerid=20561 (Link to Event Details)

Conference

Conference17th International Conference on Automation and Computing
Abbreviated titleICAC 2011
CountryUnited Kingdom
CityHuddersfield
Period10/09/1110/09/11
Internet address

Fingerprint

Bearings (structural)
Signal processing
Monitoring
Defects

Cite this

Abdusslam, S., Ahmed, M., Raharjo, P., Gu, F., & Ball, A. D. (2011). Time Encoded Signal Processing and Recognition of Incipient Bearing Faults. In 17th International Conference on Automation and Computing, ICAC 2011 (pp. 289-293). [6084943] IEEE.
Abdusslam, S. ; Ahmed, M. ; Raharjo, P. ; Gu, F. ; Ball, A. D. / Time Encoded Signal Processing and Recognition of Incipient Bearing Faults. 17th International Conference on Automation and Computing, ICAC 2011. IEEE, 2011. pp. 289-293
@inproceedings{973b78024e1a440ea336ad4397feb441,
title = "Time Encoded Signal Processing and Recognition of Incipient Bearing Faults",
abstract = "Numerous techniques for rolling bearing monitoring have been presented recently but the challenge lies in finding a reliable and price efficient monitoring system capable of providing an early alarm of bearing defects, thus, the purpose of this paper is to develop a more advanced approach using vibration signal to bearings monitoring based on TESPAR (Time Encoded Signal Processing and Recognition), the results show that TESPAR analysis when applied on its own to raw data vibration signal from different bearing conditions does not produce significant results, however, when combined with envelope signal provides an enhanced and novel method for detection of incipient bearing faults",
keywords = "condition monitoring, early alarm, epochs, Rolling bearing, TESPAR analysis, vibration monitoring",
author = "S. Abdusslam and M. Ahmed and P. Raharjo and F. Gu and Ball, {A. D.}",
year = "2011",
month = "11",
day = "21",
language = "English",
isbn = "9781467300001",
pages = "289--293",
booktitle = "17th International Conference on Automation and Computing, ICAC 2011",
publisher = "IEEE",

}

Abdusslam, S, Ahmed, M, Raharjo, P, Gu, F & Ball, AD 2011, Time Encoded Signal Processing and Recognition of Incipient Bearing Faults. in 17th International Conference on Automation and Computing, ICAC 2011., 6084943, IEEE, pp. 289-293, 17th International Conference on Automation and Computing, Huddersfield, United Kingdom, 10/09/11.

Time Encoded Signal Processing and Recognition of Incipient Bearing Faults. / Abdusslam, S.; Ahmed, M.; Raharjo, P.; Gu, F.; Ball, A. D.

17th International Conference on Automation and Computing, ICAC 2011. IEEE, 2011. p. 289-293 6084943.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Time Encoded Signal Processing and Recognition of Incipient Bearing Faults

AU - Abdusslam, S.

AU - Ahmed, M.

AU - Raharjo, P.

AU - Gu, F.

AU - Ball, A. D.

PY - 2011/11/21

Y1 - 2011/11/21

N2 - Numerous techniques for rolling bearing monitoring have been presented recently but the challenge lies in finding a reliable and price efficient monitoring system capable of providing an early alarm of bearing defects, thus, the purpose of this paper is to develop a more advanced approach using vibration signal to bearings monitoring based on TESPAR (Time Encoded Signal Processing and Recognition), the results show that TESPAR analysis when applied on its own to raw data vibration signal from different bearing conditions does not produce significant results, however, when combined with envelope signal provides an enhanced and novel method for detection of incipient bearing faults

AB - Numerous techniques for rolling bearing monitoring have been presented recently but the challenge lies in finding a reliable and price efficient monitoring system capable of providing an early alarm of bearing defects, thus, the purpose of this paper is to develop a more advanced approach using vibration signal to bearings monitoring based on TESPAR (Time Encoded Signal Processing and Recognition), the results show that TESPAR analysis when applied on its own to raw data vibration signal from different bearing conditions does not produce significant results, however, when combined with envelope signal provides an enhanced and novel method for detection of incipient bearing faults

KW - condition monitoring

KW - early alarm

KW - epochs

KW - Rolling bearing

KW - TESPAR analysis

KW - vibration monitoring

UR - http://www.scopus.com/inward/record.url?scp=83455162584&partnerID=8YFLogxK

M3 - Conference contribution

SN - 9781467300001

SP - 289

EP - 293

BT - 17th International Conference on Automation and Computing, ICAC 2011

PB - IEEE

ER -

Abdusslam S, Ahmed M, Raharjo P, Gu F, Ball AD. Time Encoded Signal Processing and Recognition of Incipient Bearing Faults. In 17th International Conference on Automation and Computing, ICAC 2011. IEEE. 2011. p. 289-293. 6084943