Intelligent fault detection using raw vibration signals via dilated convolutional neural networks

Mathematics

• Vibration Signal 100%
• Fault Detection 80%
• Induction Motor 80%
• Fault Detection and Diagnosis 73%
• Neural Networks 48%
• Learning 31%
• Feature Extraction 25%
• Stacking 23%
• Fault 20%
• Machine Learning 18%
• Availability 18%
• High Accuracy 17%
• Model-based 15%
• Convolution 14%
• Numerical Results 11%
• Model 11%
• Context 10%

Engineering & Materials Science

• Fault detection 48%
• Induction motors 47%
• Convolutional neural networks 47%
• Deep learning 30%
• Failure analysis 29%
• Convolution 16%
• Feature extraction 13%
• Machine learning 12%
• Availability 12%