Application of wavelet packet transform in roller bearing fault detection and life estimation

Journal of Physics Conference Series ◽

10.1088/1742-6596/1074/1/012142 ◽

2018 ◽

Vol 1074 ◽

pp. 012142 ◽

Author(s):

Farzad Hemmati ◽

Mohammad Miraskari ◽

Mohamed S. Gadala

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Roller Bearing ◽

Wavelet Packet Transform ◽

Life Estimation ◽

Bearing Fault ◽

Bearing Fault Detection

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Bearing Fault Detection Using Logarithmic Wavelet Packet Transform and Support Vector Machine

International Journal of Image Graphics and Signal Processing ◽

10.5815/ijigsp.2019.05.03 ◽

2019 ◽

Vol 11 (5) ◽

pp. 21-33

Author(s):

Om Prakash Yadav ◽

◽

G L Pahuja

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Wavelet Packet ◽

Wavelet Packet Transform ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Detection

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Rolling element bearing fault detection: Combining energy operator demodulation and wavelet packet transform

2011 Prognostics and System Health Managment Confernece ◽

10.1109/phm.2011.5939547 ◽

2011 ◽

Author(s):

Chao Tang ◽

Qiang Miao ◽

Michael Pecht

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Energy Operator ◽

Wavelet Packet Transform ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Rolling Element ◽

Element Bearing

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Bearing fault detection using wavelet packet transform of induction motor stator current

Tribology International ◽

10.1016/j.triboint.2006.07.002 ◽

2007 ◽

Vol 40 (5) ◽

pp. 763-769 ◽

Author(s):

Jafar Zarei ◽

Javad Poshtan

Keyword(s):

Fault Detection ◽

Induction Motor ◽

Wavelet Packet ◽

Wavelet Packet Transform ◽

Bearing Fault ◽

Bearing Fault Detection ◽

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A Teager–Kaiser Energy Operator and Wavelet Packet Transform for Bearing Fault Detection

Smart Science ◽

10.1080/23080477.2018.1460892 ◽

2018 ◽

pp. 1-7

Author(s):

Mohamed Azergui ◽

Abdenbi Abenaou ◽

Hassane Bouzahir

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Energy Operator ◽

Wavelet Packet Transform ◽

Bearing Fault ◽

Bearing Fault Detection

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Bearing Fault Detection via Wavelet Packet Decomposition with Spectral Post Processing

2007 IEEE Instrumentation & Measurement Technology Conference IMTC 2007 ◽

10.1109/imtc.2007.379444 ◽

2007 ◽

Author(s):

Levent Eren ◽

Kaptan Teotrakool ◽

Michael J. Devaney

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Wavelet Packet Decomposition ◽

Post Processing ◽

Bearing Fault ◽

Bearing Fault Detection

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Roller bearing acoustic signature extraction by wavelet packet transform, applications in fault detection and size estimation

Applied Acoustics ◽

10.1016/j.apacoust.2015.11.003 ◽

2016 ◽

Vol 104 ◽

pp. 101-118 ◽

Author(s):

Farzad Hemmati ◽

Wasim Orfali ◽

Mohamed S. Gadala

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Roller Bearing ◽

Wavelet Packet Transform ◽

Size Estimation ◽

Signature Extraction ◽

Acoustic Signature

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Application of multi-scale fuzzy entropy for roller bearing fault detection and fault classification based on VPMCD

2016 IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT) ◽

10.1109/rteict.2016.7807823 ◽

2016 ◽

Author(s):

Priyanka Mehta ◽

Jitendra A. Gaikwad ◽

Jayant V. Kulkarni

Keyword(s):

Fault Detection ◽

Roller Bearing ◽

Fuzzy Entropy ◽

Fault Classification ◽

Bearing Fault ◽

Bearing Fault Detection ◽

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Bearing fault detection in varying operational conditions using wavelet packet decomposition and support vector machine

Journal of Physics Conference Series ◽

10.1088/1742-6596/1074/1/012058 ◽

2018 ◽

Vol 1074 ◽

pp. 012058

Author(s):

Guozeng Liu ◽

Jianmin Zhao ◽

Haiping Li

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Wavelet Packet ◽

Support Vector ◽

Wavelet Packet Decomposition ◽

Operational Conditions ◽

Bearing Fault ◽

Bearing Fault Detection

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Natural roller bearing fault detection by angular measurement of true instantaneous angular speed

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2010.05.005 ◽

2010 ◽

Vol 24 (7) ◽

pp. 1998-2011 ◽

Author(s):

L. Renaudin ◽

F. Bonnardot ◽

O. Musy ◽

J.B. Doray ◽

D. Rémond

Keyword(s):

Fault Detection ◽

Roller Bearing ◽

Angular Speed ◽

Angular Measurement ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Instantaneous Angular Speed

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Bearing fault detection using motor current signal analysis based on wavelet packet decomposition and Hilbert envelope

MATEC Web of Conferences ◽

10.1051/matecconf/20152003002 ◽

2015 ◽

Vol 20 ◽

pp. 03002 ◽

Author(s):

Yacine Imaouchen ◽

Rezak Alkama ◽

Marc Thomas

Keyword(s):

Fault Detection ◽

Signal Analysis ◽

Wavelet Packet ◽

Wavelet Packet Decomposition ◽

Current Signal ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Motor Current ◽

Hilbert Envelope

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