| Deep learning and its applications to machine health monitoring |
251 |
| Artificial intelligence for fault diagnosis of rotating machinery: A review |
200 |
| Machinery health prognostics: A systematic review from data acquisition to RUL prediction |
163 |
| A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load |
132 |
| A review on the application of deep learning in system health management |
122 |
| Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization |
81 |
| An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings |
78 |
| A novel method for intelligent fault diagnosis of rolling bearings using ensemble deep auto-encoders |
63 |
| Rolling bearing fault feature learning using improved convolutional deep belief network with compressed sensing |
60 |
| A review on data-driven fault severity assessment in rolling bearings |
59 |
| A review of stochastic resonance in rotating machine fault detection |
55 |
| Dynamic modeling of gearbox faults: A review |
54 |
| A parameter-adaptive VMD method based on grasshopper optimization algorithm to analyze vibration signals from rotating machinery |
51 |
| Applications of stochastic resonance to machinery fault detection: A review and tutorial |
39 |
| Mechanical model development of rolling bearing-rotor systems: A review |
38 |
| Fault diagnosis of single-phase induction motor based on acoustic signals |
35 |
| Application of CSA-VMD and optimal scale morphological slice bispectrum in enhancing outer race fault detection of rolling element bearings |
34 |
| Simulation-driven machine learning: Bearing fault classification |
34 |
| A coarse-to-fine decomposing strategy of VMD for extraction of weak repetitive transients in fault diagnosis of rotating machines |
34 |
| Vibration based condition monitoring and fault diagnosis of wind turbine planetary gearbox: A review |
33 |
| A data indicator-based deep belief networks to detect multiple faults in axial piston pumps |
33 |
| Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine |
33 |
| Generalized composite multiscale permutation entropy and Laplacian score based rolling bearing fault diagnosis |
32 |
| Bolt early looseness monitoring using modified vibro-acoustic modulation by time-reversal |
32 |
| The Autogram: An effective approach for selecting the optimal demodulation band in rolling element bearings diagnosis |
31 |
| An innovative information fusion method with adaptive Kalman filter for integrated INS/GPS navigation of autonomous vehicles |
30 |
| Chatter detection in milling process based on VMD and energy entropy |
29 |
| Gaussian process regression for tool wear prediction |
28 |
| Time-frequency analysis based on ensemble local mean decomposition and fast kurtogram for rotating machinery fault diagnosis |
28 |
| Coordinated path-following and direct yaw-moment control of autonomous electric vehicles with sideslip angle estimation |
28 |
| Gearbox condition monitoring in wind turbines: A review |
28 |
| Dynamic path planning for autonomous driving on various roads with avoidance of static and moving obstacles |
27 |
| A novel deep output kernel learning method for bearing fault structural diagnosis |
27 |
| Vibration feature evolution of locomotive with tooth root crack propagation of gear transmission system |
26 |
| Application of the wavelet packet transform to vibration signals for surface roughness monitoring in CNC turning operations |
26 |
| An adaptive spatiotemporal feature learning approach for fault diagnosis in complex systems |
26 |
| Identification of the viscoelastic response and nonlinear damping of a rubber plate in nonlinear vibration regime |
26 |
| Brownian motion with adaptive drift for remaining useful life prediction: Revisited |
26 |
| Kalman filter-based tracking of moving objects using linear ultrasonic sensor array for road vehicles |
25 |
| A fault diagnosis scheme for planetary gearboxes using adaptive multi-scale morphology filter and modified hierarchical permutation entropy |
25 |
| Vibration and noise control using shunted piezoelectric transducers: A review |
25 |
| Modeling and analysis of an impact-acoustic method for bolt looseness identification |
25 |
| Early chatter identification based on an optimized variational mode decomposition |
24 |
| Structural Health Monitoring system based on a concept of Lamb wave focusing by the piezoelectric array |
23 |
| Robust back-stepping output feedback trajectory tracking for quadrotors via extended state observer and sigmoid tracking differentiator |
23 |
| General normalized sparse filtering: A novel unsupervised learning method for rotating machinery fault diagnosis |
23 |
| Post-capture vibration suppression of spacecraft via a bio-inspired isolation system |
23 |
| Nonlinear vibration isolation for fluid-conveying pipes using quasi-zero stiffness characteristics |
23 |
| A novel hybrid actuation mechanism based XY nanopositioning stage with totally decoupled kinematics |
23 |
| Rotational energy harvesting using bi-stability and frequency up-conversion for low-power sensing applications: Theoretical modelling and experimental validation |
23 |
