Locating the stator-rotor rub based on beamforming and wavelet packet transform

Yanong Chen; Tian He; Denghong Xiao; Qiang Pan

doi:10.1109/PHM.2012.6228806

Locating the stator-rotor rub based on beamforming and wavelet packet transform

Yanong Chen^*
, Tian He
, Denghong Xiao
, Qiang Pan

^*Corresponding author for this work

School of Transportation Science and Engineering

Nanjing University of Aeronautics and Astronautics
Beihang University

Research output: Contribution to conference › Paper › peer-review

1 Scopus citations

Abstract

In this paper, a new method for locating rub fault in rotating machinery based on acoustic emission signals is processed by wavelet packet and beamforming method. Firstly, the characteristics of rub emission acoustic signals which can be used to guide the establishment of positioning method is obtained by using plate wave theory. On the basis of the results, the wavelet packet transform is introduced to extract the component which is less influenced by dispersion phenomenon and suitable for positioning the rub fault. This method is used to locate the rotor-stator rub fault occurring on the experimental device in fault. The results are discussed and it is found the beamforming method combined with wavelet analysis is an effective tool to estimate the position where rubbing happens.

Original language	English
DOIs	https://doi.org/10.1109/PHM.2012.6228806
State	Published - 2012
Event	2012 3rd Annual IEEE Prognostics and System Health Management Conference, PHM-2012 - Beijing, China Duration: 23 May 2012 → 25 May 2012

Conference

Conference	2012 3rd Annual IEEE Prognostics and System Health Management Conference, PHM-2012
Country/Territory	China
City	Beijing
Period	23/05/12 → 25/05/12

Keywords

acoustic emission
beamforming
location
rub fault
wavelet packet

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10.1109/PHM.2012.6228806

Cite this

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title = "Locating the stator-rotor rub based on beamforming and wavelet packet transform",

abstract = "In this paper, a new method for locating rub fault in rotating machinery based on acoustic emission signals is processed by wavelet packet and beamforming method. Firstly, the characteristics of rub emission acoustic signals which can be used to guide the establishment of positioning method is obtained by using plate wave theory. On the basis of the results, the wavelet packet transform is introduced to extract the component which is less influenced by dispersion phenomenon and suitable for positioning the rub fault. This method is used to locate the rotor-stator rub fault occurring on the experimental device in fault. The results are discussed and it is found the beamforming method combined with wavelet analysis is an effective tool to estimate the position where rubbing happens.",

keywords = "acoustic emission, beamforming, location, rub fault, wavelet packet",

author = "Yanong Chen and Tian He and Denghong Xiao and Qiang Pan",

year = "2012",

doi = "10.1109/PHM.2012.6228806",

language = "英语",

note = "2012 3rd Annual IEEE Prognostics and System Health Management Conference, PHM-2012 ; Conference date: 23-05-2012 Through 25-05-2012",

}

TY - CONF

T1 - Locating the stator-rotor rub based on beamforming and wavelet packet transform

AU - Chen, Yanong

AU - He, Tian

AU - Xiao, Denghong

AU - Pan, Qiang

PY - 2012

Y1 - 2012

N2 - In this paper, a new method for locating rub fault in rotating machinery based on acoustic emission signals is processed by wavelet packet and beamforming method. Firstly, the characteristics of rub emission acoustic signals which can be used to guide the establishment of positioning method is obtained by using plate wave theory. On the basis of the results, the wavelet packet transform is introduced to extract the component which is less influenced by dispersion phenomenon and suitable for positioning the rub fault. This method is used to locate the rotor-stator rub fault occurring on the experimental device in fault. The results are discussed and it is found the beamforming method combined with wavelet analysis is an effective tool to estimate the position where rubbing happens.

AB - In this paper, a new method for locating rub fault in rotating machinery based on acoustic emission signals is processed by wavelet packet and beamforming method. Firstly, the characteristics of rub emission acoustic signals which can be used to guide the establishment of positioning method is obtained by using plate wave theory. On the basis of the results, the wavelet packet transform is introduced to extract the component which is less influenced by dispersion phenomenon and suitable for positioning the rub fault. This method is used to locate the rotor-stator rub fault occurring on the experimental device in fault. The results are discussed and it is found the beamforming method combined with wavelet analysis is an effective tool to estimate the position where rubbing happens.

KW - acoustic emission

KW - beamforming

KW - location

KW - rub fault

KW - wavelet packet

UR - https://www.scopus.com/pages/publications/84866169957

U2 - 10.1109/PHM.2012.6228806

DO - 10.1109/PHM.2012.6228806

M3 - 论文

AN - SCOPUS:84866169957

T2 - 2012 3rd Annual IEEE Prognostics and System Health Management Conference, PHM-2012

Y2 - 23 May 2012 through 25 May 2012

ER -

Locating the stator-rotor rub based on beamforming and wavelet packet transform

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Keywords

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