Gearbox Broken Tooth Severity Classification using EMD of Acoustic Emission Signals

Mathematics

• Acoustic Emission 100%
• Gearbox 87%
• Intrinsic Mode Function 21%
• Empirical Mode Decomposition 20%
• Random Forest 18%
• Digital Signal Processing 17%
• Linear Discriminant Analysis 16%
• Accidents 16%
• Fault 14%
• Maintenance 14%
• Machine Learning 13%
• Time Domain 12%
• High Accuracy 12%
• Industry 12%
• Methodology 9%
• Costs 9%
• Necessary 8%
• Model 8%

Engineering & Materials Science

• Acoustic emissions 54%
• Predictive maintenance 16%
• Discriminant analysis 13%
• Random forests 13%
• Digital signal processing 12%
• Accidents 9%
• Machine learning 9%
• Decomposition 9%
• Set theory 8%
• Industry 5%
• Costs 4%