Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning

Rolling element bearing defect detection using the generalized synchrosqueezing transform guided by time–frequency ridge enhancement

(2016) Chuan Li et al.   ISA TRANSACTIONS

Extracting repetitive transients for rotating machinery diagnosis using multiscale clustered grey infogram

(2016) Chuan Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of empirical mode decomposition and artificial neural network for automatic bearing fault diagnosis based on vibration signals

(2015) Jaouher Ben Ali et al.   APPLIED ACOUSTICS

A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

(2015) Zhiwei Gao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Criterion fusion for spectral segmentation and its application to optimal demodulation of bearing vibration signals

(2015) Chuan Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Detection of weak transient signals based on wavelet packet transform and manifold learning for rolling element bearing fault diagnosis

(2015) Yi Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis

(2015) Chuan Li et al.   NEUROCOMPUTING

Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal

(2015) Mariela Cerrada et al.   SENSORS

An approach to fault diagnosis of reciprocating compressor valves using Teager–Kaiser energy operator and deep belief networks

(2014) Van Tung Tran et al.   EXPERT SYSTEMS WITH APPLICATIONS

Restricted Boltzmann machines for neuroimaging: An application in identifying intrinsic networks

(2014) R. Devon Hjelm et al.   NEUROIMAGE

Enhancement of the Wear Particle Monitoring Capability of Oil Debris Sensors Using a Maximal Overlap Discrete Wavelet Transform with Optimal Decomposition Depth

(2014) Chuan Li et al.   SENSORS

A classifier fusion system for bearing fault diagnosis

(2013) Luana Batista et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fault diagnosis of rolling element bearings via discriminative subspace learning: Visualization and classification

(2013) Mingbo Zhao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Failure modes characterization of impacted carbon fibre reinforced plastics laminates under compression loading using acoustic emission

(2013) V Arumugam et al.   JOURNAL OF COMPOSITE MATERIALS

Fault diagnosis of rotating machinery based on the statistical parameters of wavelet packet paving and a generic support vector regressive classifier

(2013) Changqing Shen et al.   MEASUREMENT

Condition monitoring and fault diagnosis of planetary gearboxes: A review

(2013) Yaguo Lei et al.   MEASUREMENT

Dynamic neural network-based fault diagnosis of gas turbine engines

(2013) S. Sina Tayarani-Bathaie et al.   NEUROCOMPUTING

Failure diagnosis using deep belief learning based health state classification

(2013) Prasanna Tamilselvan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Continuous-scale mathematical morphology-based optimal scale band demodulation of impulsive feature for bearing defect diagnosis

(2012) Chuan Li et al.   JOURNAL OF SOUND AND VIBRATION

A novel scheme for fault detection of reciprocating compressor valves based on basis pursuit, wave matching and support vector machine

(2012) Qiang Qin et al.   MEASUREMENT

Outer race defect width measurement in taper roller bearing using discrete wavelet transform of vibration signal

(2012) Rajesh Kumar et al.   MEASUREMENT

A novel fault diagnosis model for gearbox based on wavelet support vector machine with immune genetic algorithm

(2012) Fafa Chen et al.   MEASUREMENT

Fault detection of planetary gearboxes using new diagnostic parameters

(2012) Yaguo Lei et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Time–frequency signal analysis for gearbox fault diagnosis using a generalized synchrosqueezing transform

(2011) Chuan Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Support vector data description for fusion of multiple health indicators for enhancing gearbox fault diagnosis and prognosis

(2010) Dong Wang et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Rolling element bearing diagnostics—A tutorial

(2010) Robert B. Randall et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Thermal condition monitoring system using log-polar mapping, quaternion correlation and max-product fuzzy neural network classification

(2010) Wai-Kit Wong et al.   NEUROCOMPUTING

A new feature for monitoring the condition of gearboxes in non-stationary operating conditions

(2009) W. Bartelmus et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Resonance Demodulation Method Based on Harmonic Wavelet Transform for Rolling Bearing Fault Diagnosis

(2009) Shumin Hou et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

End milling tool breakage detection using lifting scheme and Mahalanobis distance

(2007) Hongrui Cao et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Indicators of cyclostationarity: Theory and application to gear fault monitoring

(2007) Amani Raad et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING