Rubbing detection of sliding bearings in early stage by frequency modulation analysis

Takashi Sako; Koutaro Tokumo; Osamu Yoshie

doi:10.1002/ecj.11559

Rubbing detection of sliding bearings in early stage by frequency modulation analysis

Takashi Sako^*, Koutaro Tokumo, Osamu Yoshie

^*Corresponding author for this work

Graduate School of Information, Production and Systems

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Abstract

It is important in maintenance to detect rubbing of sliding bearings in the early stage. An experiment on mild rubbing conditions was conducted, and the changes in vibration were examined. Importantly, a newly found fact is that peaks in the spectral domain with respect to the rotational period occur as a result of rubbing. Consequently, cepstrum analysis was shown to be effective for the detection of rubbing in the early stage. A device that can follow the level of the quefrency was developed based upon this idea. Utilizing the device is a highly efficient way to monitor the condition of a sliding bearing.

Original language	English
Pages (from-to)	11-23
Number of pages	13
Journal	Electronics and Communications in Japan
Volume	97
Issue number	12
DOIs	https://doi.org/10.1002/ecj.11559
Publication status	Published - 2014 Dec 1

Keywords

Cepstrum
Machine condition monitoring
Machine diagnosis
Rubbing
Sliding bearing
Vibration

ASJC Scopus subject areas

Signal Processing
Physics and Astronomy(all)
Computer Networks and Communications
Electrical and Electronic Engineering
Applied Mathematics

Access to Document

10.1002/ecj.11559

Cite this

@article{e4d5cf5cc20543879b669d585a845387,

title = "Rubbing detection of sliding bearings in early stage by frequency modulation analysis",

abstract = "It is important in maintenance to detect rubbing of sliding bearings in the early stage. An experiment on mild rubbing conditions was conducted, and the changes in vibration were examined. Importantly, a newly found fact is that peaks in the spectral domain with respect to the rotational period occur as a result of rubbing. Consequently, cepstrum analysis was shown to be effective for the detection of rubbing in the early stage. A device that can follow the level of the quefrency was developed based upon this idea. Utilizing the device is a highly efficient way to monitor the condition of a sliding bearing.",

keywords = "Cepstrum, Machine condition monitoring, Machine diagnosis, Rubbing, Sliding bearing, Vibration",

author = "Takashi Sako and Koutaro Tokumo and Osamu Yoshie",

note = "Publisher Copyright: {\textcopyright} 2014 Wiley Periodicals, Inc.",

year = "2014",

month = dec,

day = "1",

doi = "10.1002/ecj.11559",

language = "English",

volume = "97",

pages = "11--23",

journal = "Electronics and Communications in Japan",

issn = "1942-9533",

publisher = "Scripta Technica",

number = "12",

}

TY - JOUR

T1 - Rubbing detection of sliding bearings in early stage by frequency modulation analysis

AU - Sako, Takashi

AU - Tokumo, Koutaro

AU - Yoshie, Osamu

PY - 2014/12/1

Y1 - 2014/12/1

N2 - It is important in maintenance to detect rubbing of sliding bearings in the early stage. An experiment on mild rubbing conditions was conducted, and the changes in vibration were examined. Importantly, a newly found fact is that peaks in the spectral domain with respect to the rotational period occur as a result of rubbing. Consequently, cepstrum analysis was shown to be effective for the detection of rubbing in the early stage. A device that can follow the level of the quefrency was developed based upon this idea. Utilizing the device is a highly efficient way to monitor the condition of a sliding bearing.

AB - It is important in maintenance to detect rubbing of sliding bearings in the early stage. An experiment on mild rubbing conditions was conducted, and the changes in vibration were examined. Importantly, a newly found fact is that peaks in the spectral domain with respect to the rotational period occur as a result of rubbing. Consequently, cepstrum analysis was shown to be effective for the detection of rubbing in the early stage. A device that can follow the level of the quefrency was developed based upon this idea. Utilizing the device is a highly efficient way to monitor the condition of a sliding bearing.

KW - Cepstrum

KW - Machine condition monitoring

KW - Machine diagnosis

KW - Rubbing

KW - Sliding bearing

KW - Vibration

UR - http://www.scopus.com/inward/record.url?scp=84911365452&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84911365452&partnerID=8YFLogxK

U2 - 10.1002/ecj.11559

DO - 10.1002/ecj.11559

M3 - Article

AN - SCOPUS:84911365452

SN - 1942-9533

VL - 97

SP - 11

EP - 23

JO - Electronics and Communications in Japan

JF - Electronics and Communications in Japan

IS - 12

ER -

Rubbing detection of sliding bearings in early stage by frequency modulation analysis

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this