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Mechanical Systems and Signal Processing, ISSN 0888-3270, 2012, Volume 27, Issue 1, pp. 696 - 711
After analyzing the shortcomings of current feature extraction and fault diagnosis technologies, a new approach based on wavelet packet decomposition (WPD) and... 
Early fault diagnosis | Feature extraction | WPD | Energy moment | Neural network | EMD | SIGNALS | VIBRATION ANALYSIS | BEARING | TRANSFORM | ENGINEERING, MECHANICAL | Magneto-electric machines | Neural networks | Machinery | Mechanical engineering | Analysis | Fault diagnosis | Faults | Rotating machinery | Rotors | Bandwidth | Decomposition
Journal Article
Industrial & Engineering Chemistry Research, ISSN 0888-5885, 03/2016, Volume 55, Issue 10, pp. 2746 - 2759
Reconstruction-based contribution (RBC) is widely used for fault isolation and estimation in conjunction with principal component analysis (PCA)-based fault... 
ENGINEERING, CHEMICAL | PART I | IDENTIFICATION | PRINCIPAL COMPONENT ANALYSIS
Journal Article
Computers and Chemical Engineering, ISSN 0098-1354, 12/2017, Volume 107, pp. 395 - 407
Journal Article
Sensors (Switzerland), ISSN 1424-8220, 11/2015, Volume 15, Issue 11, pp. 29363 - 29377
Journal Article
Computers in Industry, ISSN 0166-3615, 02/2019, Volume 105, pp. 143 - 152
Journal Article
Kongzhi Lilun Yu Yingyong/Control Theory and Applications, ISSN 1000-8152, 12/2012, Volume 29, Issue 12, pp. 1517 - 1529
Journal Article
by Li, JL and Li, XY and He, D and Qu, YZ
SENSORS, ISSN 1424-8220, 02/2019, Volume 19, Issue 4, p. 758
Research on data-driven fault diagnosis methods has received much attention in recent years. The deep belief network (DBN) is a commonly used deep learning... 
SYSTEM | ELECTROCHEMISTRY | CHEMISTRY, ANALYTICAL | GBRBM | DEEP BELIEF NETWORK | ROTATING MACHINERY | vibration signals | AUTOENCODER | early gear pitting fault diagnosis | INSTRUMENTS & INSTRUMENTATION | SAE | NEURAL-NETWORK | TRANSIENT
Journal Article
Measurement, ISSN 0263-2241, 10/2019, Volume 144, pp. 275 - 297
Journal Article
Measurement, ISSN 0263-2241, 10/2019, p. 107140
Journal Article
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, ISSN 0954-4062, 11/2015, Volume 229, Issue 16, pp. 2890 - 2907
The rolling bearing's early stage fault feature is very weak for reasons of the signal attenuation phenomenon between the fault source and the sensor... 
early weak fault | rolling bearing | fault diagnosis | Fast Kurtogram algorithm | Minimum entropy de-convolution | FILTER | TRANSIENT FAULTS | SIGNALS | ENGINEERING, MECHANICAL | EXTRACTION | EMPIRICAL MODE DECOMPOSITION | SPECTRAL KURTOSIS | DECONVOLUTION | ENHANCEMENT | WAVELET TRANSFORM
Journal Article
by Wei, Y and Li, YQ and Xu, MQ and Huang, WH
ENTROPY, ISSN 1099-4300, 04/2019, Volume 21, Issue 4, p. 409
Rotating machinery is widely applied in various types of industrial applications. As a promising field for reliability of modern industrial systems, early... 
WEAK FAULT | PLANETARY GEARBOXES | TIME-FREQUENCY ANALYSIS | PHYSICS, MULTIDISCIPLINARY | signal processing | ROLLING ELEMENT BEARING | FEATURE-EXTRACTION | rotating machinery | EMPIRICAL MODE DECOMPOSITION | SPECTRAL KURTOSIS | WIND TURBINE | feature extraction | LOCAL MEAN DECOMPOSITION | WAVELET TRANSFORM | early fault diagnosis
Journal Article
Measurement, ISSN 0263-2241, 04/2019, Volume 137, pp. 189 - 202
Journal Article
The International Journal of Advanced Manufacturing Technology, ISSN 0268-3768, 09/2019
Journal Article
Entropy, ISSN 1099-4300, 06/2019, Volume 21, Issue 6, p. 584
Early fault information of rolling bearings is weak and often submerged by background noise, easily leading to misdiagnosis or missed diagnosis. In order to... 
Early fault diagnosis | Feature extraction | Adaptive frequency window | Rolling bearing | Sparse coding shrinkage | sparse coding shrinkage | CODE SHRINKAGE | PHYSICS, MULTIDISCIPLINARY | adaptive frequency window | BAND | DAMAGE | EXTRACTION | SPECTRAL KURTOSIS | feature extraction | rolling bearing | early fault diagnosis | TRANSFORM | KURTOGRAM | SELECTION
Journal Article
IEEE Access, ISSN 2169-3536, 2018, Volume 6, pp. 44868 - 44875
With its explosive development, the Internet has come to offer an increasing multitude of online service applications. In order to better facilitate such... 
Fault diagnosis | Cloud computing | Program processors | Protocols | fault tolerance | early stopping | Computer architecture | eventual byzantine agreement | Diagnosis | Servers | COMPUTER SCIENCE, INFORMATION SYSTEMS | TELECOMMUNICATIONS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Measurement, ISSN 0263-2241, 09/2016, Volume 91, pp. 532 - 540
To effectively diagnose gear failure at an early stage, a multi-order Fractional Fourier transform (FRFT) self-adaptive filter based on segmental frequency... 
Self-adaptive | Early fault diagnosis | Segmental frequency fitting | Multi-order FRFT filter | INSTRUMENTS & INSTRUMENTATION | ENGINEERING, MULTIDISCIPLINARY
Journal Article
ISA Transactions, ISSN 0019-0578, 07/2018, Volume 78, pp. 98 - 104
In the marine systems, engines represent the most important part of ships, the probability of the bearings fault is the highest in the engines, so in the... 
Early weak fault diagnosis | Improved ADMM | Spare optimistic | Sample entropy | Boxplot | RMS | MED | Marine systems | Morphological mean square amplitude | INSTRUMENTS & INSTRUMENTATION | ENGINEERING, MULTIDISCIPLINARY | AUTOMATION & CONTROL SYSTEMS | Electrical engineering | Analysis
Journal Article