Deep learning-based mechanical fault detection and diagnosis of electric motors using directional characteristics of acoustic signals

Engineering

• Directional 100%
• Acoustic Signal 100%
• Fault Detection and Diagnosis 100%
• Deep Learning Method 100%
• Electric Motor 100%
• Convolutional Neural Network 66%
• One Dimensional 33%
• Detection Performance 33%
• Catastrophic Failure 33%
• Particle Velocity 33%
• Feature Extraction 33%
• Rotating Machinery 33%
• Learning Approach 33%
• Operating State 33%
• Quality Control 33%
• Health Monitoring 33%
• Sound Pressure 33%
• Fault Detection 33%

Chemical Engineering

• Deep Learning Method 100%
• Neural Network 50%
• Feature Extraction 50%
• Pattern Recognition 50%

Material Science

• Accelerometer 100%