Deep Learning-Based Gear Pitting Severity Assessment Using Acoustic Emission, Vibration and Currents Signals

Matemáticas

• Acoustic Emission 100%
• Vibration Signal 96%
• Learning 45%
• Memory Term 43%
• Gearbox 29%
• Feature Space 22%
• Fault 19%
• Cross-validation 18%
• Training 17%
• Trace 13%
• Coefficient 8%

Ingeniería y ciencia de los materiales

• Pitting 55%
• Acoustic emissions 54%
• Deep learning 44%
• Gears 43%
• Long short-term memory 38%
• Spur gears 21%

Economía y empresa

• Vibration 69%
• Deep Learning 68%
• Severity 48%
• Cross-validation 20%
• Fault 17%
• Coefficients 12%