An expert system for rotating machine fault detection using vibration signal analysis

A Kafeel, S Aziz, M Awais, MA Khan, K Afaq, SA Idris… - Sensors, 2021 - mdpi.com
… present in the spectrum of its vibration signal. This work proposes a fault detection system
of rotating machines using vibration signal analysis. First, a dataset of 3-dimensional vibration …

A review on the signal processing methods of rotating machinery fault diagnosis

S Li, Y Xin, X Li, J Wang, K Xu - 2019 IEEE 8th Joint …, 2019 - ieeexplore.ieee.org
… on the latest fault diagnosis method of rotating machinery based on vibration signal analysis
in … of time-frequency analysis method and intelligent fault identification method of vibration …

Early fault detection and diagnosis in bearings for more efficient operation of rotating machinery

A Brkovic, D Gajic, J Gligorijevic, I Savic-Gajic… - Energy, 2017 - Elsevier
… Mechanical wear and defective bearings cause rotating machinery to decrease its efficiency…
fault detection and diagnosis in rolling-element bearings based on vibration signal analysis

Automatic and efficient fault detection in rotating machinery using sound signals

M Altaf, M Uzair, M Naeem, A Ahmad, S Badshah… - Acoustics Australia, 2019 - Springer
signal analysis has limited efficiency in fault detection in low-speed rotating machines and
early detection of faults as … These signals are complicated and non-stationary in nature with …

Higher-order time–frequency analysis and its application to fault detection in rotating machinery

SK Lee, PR White - Mechanical Systems and Signal Processing, 1997 - Elsevier
… from rotating machinery have long been used for fault detection [4]. These data usually contain
both narrowband signals as … mask the fault induced impulsive signals. Commonly, these …

An approach for fault detection and diagnosis of rotating electrical machine using vibration signal analysis

A Shrivastava, S Wadhwani - International Conference on …, 2014 - ieeexplore.ieee.org
… study in the field of rotating machinery vibration diagnostics under different fault condition. …
a experimental signal data based fault detection method and diagnosis system for rotating

Convolutional neural network based fault detection for rotating machinery

O Janssens, V Slavkovikj, B Vervisch… - Journal of Sound and …, 2016 - Elsevier
detect different faults in rotating machinery using vibration data. For comparison reasons,
we also develop a more classical method using engineered features for fault detection. The …

A rotating machinery fault diagnosis method based on local mean decomposition

J Cheng, Y Yang, Y Yang - Digital Signal Processing, 2012 - Elsevier
fault occurs in gear or roller bearing, the vibration signals … So it is possible to diagnose gear
and roller bearing fault by … bearing fault vibration signal, a rotating machinery fault diagnosis

Fault diagnosis of rotating machinery through visualisation of sound signals

K Shibata, A Takahashi, T Shirai - … Systems and Signal Processing, 2000 - Elsevier
… the sound signals generated by normal rotating machinery and by rotating machinery of the
… Moreover, through the analysis of sound signals in the time-frequency domain and wavelet …

Multi-sensor data fusion for rotating machinery fault detection using improved cyclic spectral covariance matrix and motor current signal analysis

J Guo, Q He, D Zhen, F Gu, AD Ball - Reliability Engineering & System …, 2023 - Elsevier
… ELM for rolling bearing fault detection. These … identification algorithm for rotating machinery
fault detection. Consequently, we utilize ELM classifier for rotating machinery fault detection