Time Encoded Signal Processing and Recognition of Incipient Bearing Faults

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

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 proceeding › Conference contribution › peer-review

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 language	English
Title of host publication	17th International Conference on Automation and Computing, ICAC 2011
Publisher	IEEE
Pages	289-293
Number of pages	5
ISBN (Electronic)	9781862180987
ISBN (Print)	9781467300001
Publication status	Published - 21 Nov 2011
Event	17th International Conference on Automation and Computing - Huddersfield, United Kingdom Duration: 10 Sep 2011 → 10 Sep 2011 Conference number: 17 http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=14139&copyownerid=20561 (Link to Event Details) https://www.tib.eu/en/search/id/TIBKAT%3A73636952X/

Conference

Conference	17th International Conference on Automation and Computing
Abbreviated title	ICAC 2011
Country/Territory	United Kingdom
City	Huddersfield
Period	10/09/11 → 10/09/11
Internet address	http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=14139&copyownerid=20561 (Link to Event Details) https://www.tib.eu/en/search/id/TIBKAT%3A73636952X/

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https://ieeexplore.ieee.org/document/6084943Licence: Unspecified

Cite this

@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 = nov,

day = "21",

language = "English",

isbn = "9781467300001",

pages = "289--293",

booktitle = "17th International Conference on Automation and Computing, ICAC 2011",

publisher = "IEEE",

address = "United States",

note = "17th International Conference on Automation and Computing, ICAC 2011 ; Conference date: 10-09-2011 Through 10-09-2011",

url = "http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=14139&copyownerid=20561, https://www.tib.eu/en/search/id/TIBKAT%3A73636952X/",

}

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. <https://ieeexplore.ieee.org/document/6084943>

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.

N1 - Conference code: 17

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

AN - SCOPUS:83455162584

SN - 9781467300001

SP - 289

EP - 293

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

PB - IEEE

T2 - 17th International Conference on Automation and Computing

Y2 - 10 September 2011 through 10 September 2011

ER -

Time Encoded Signal Processing and Recognition of Incipient Bearing Faults

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