Convolutional Neural Networks Using Fourier Transform Spectrogram to Classify the Severity of Gear Tooth Breakage

Matemáticas

• Gearbox 100%
• Spectrogram 88%
• Breakage 83%
• Neural Networks 53%
• Fourier transform 49%
• Classify 45%
• Vibration Signal 27%
• Accelerometer 24%
• Failure Mode 22%
• Industrial Application 18%
• Performance 17%
• Damage 16%
• Fault 16%
• Safety 16%
• Training 15%
• Rotating 14%
• Human 12%
• Economics 12%
• Evaluate 11%
• Configuration 11%
• Necessary 9%

Física y astronomía

• gear teeth 91%
• transmissions (machine elements) 88%
• spectrograms 73%
• failure modes 17%
• accelerometers 16%
• economics 15%
• education 14%
• safety 13%
• performance 12%
• damage 10%
• vibration 9%
• causes 8%
• configurations 7%

Ingeniería y ciencia de los materiales

• Gear teeth 64%
• Fourier transforms 56%
• Convolutional neural networks 52%
• Accelerometers 27%
• Industrial applications 26%
• Failure modes 25%
• Economics 18%