Rotating machine fault diagnosis using empirical mode decomposition

Q Gao, C Duan, H Fan, Q Meng - Mechanical systems and signal …, 2008 - Elsevier
… In the present work, EMD, CMF and their applications in rotating machine fault diagnosis
are investigated. In Section 2, EMD is explained. In Section 3, CMF method is studied. …

A review on empirical mode decomposition in fault diagnosis of rotating machinery

Y Lei, J Lin, Z He, MJ Zuo - Mechanical systems and signal processing, 2013 - Elsevier
fault diagnosis of rotating machinery. Numerous publications on the use of EMD for fault
diagnosis … of EMD in fault diagnosis of rotating machinery, providing comprehensive references …

Early fault diagnosis of rotating machinery based on wavelet packets—Empirical mode decomposition feature extraction and neural network

GF Bin, JJ Gao, XJ Li, BS Dhillon - Mechanical Systems and Signal …, 2012 - Elsevier
… of rotating machinery fault diagnosis. In this study, WPD and EMD are applied to the rotating
machinery fault diagnosis. … packet decomposition, and wavelet coefficient reconstruction is …

Fault diagnosis for rotating machinery based on convolutional neural network and empirical mode decomposition

Y Xie, T Zhang - Shock and Vibration, 2017 - Wiley Online Library
… Classic fault diagnosis methods are mainly based on traditional signal … for rotating machinery
fault diagnosis with feature extraction algorithm based on empirical mode decomposition (…

[HTML][HTML] Fault diagnosis of rotating machinery based on an adaptive ensemble empirical mode decomposition

Y Lei, N Li, J Lin, S Wang - Sensors, 2013 - mdpi.com
… This paper develops an adaptive ensemble empirical mode decomposition (EEMD) method
to improve the original EEMD for fault diagnosis of rotating machinery. In the proposed …

Novel particle swarm optimization-based variational mode decomposition method for the fault diagnosis of complex rotating machinery

XB Wang, ZX Yang, XA Yan - IEEE/ASME Transactions on …, 2017 - ieeexplore.ieee.org
… was expanded to the domain of fault diagnosis for rotating machinery. Moreover, the PSO …
fault-diagnosis applications. In addition, a new complexity evaluation of the decomposed

Central frequency mode decomposition and its applications to the fault diagnosis of rotating machines

X Jiang, Q Song, H Wang, G Du, J Guo, C Shen… - … and Machine Theory, 2022 - Elsevier
mode decomposition (VMD) and its variants for the fault diagnosis of rotating machines, the
decomposing … of CFMD-based fault diagnosis of rotating machines is described as follows: …

A comparative study on the local mean decomposition and empirical mode decomposition and their applications to rotating machinery health diagnosis

Y Wang, Z He, Y Zi - 2010 - asmedigitalcollection.asme.org
… with rub-impact and steam-excited vibration faults, … fault detection. LMD is thus proved to
have potential to become a powerful tool for the surveillance and diagnosis of rotating machinery

Rotary machine health diagnosis based on empirical mode decomposition

R Yan, RX Gao - 2008 - asmedigitalcollection.asme.org
… This paper presents a signal decomposition and feature extraction technique for the health
diagnosis of rotary machines, based on the empirical mode decomposition. Vibration signal …

Combined rotor fault diagnosis in rotating machinery using empirical mode decomposition

S Singh, N Kumar - Journal of Mechanical Science and Technology, 2014 - Springer
… observed faults in rotating machines. These faults cause breakdowns in rotating machinery
and … combined fault of unbalance and bent rotors for advance detection of the features of the …