Influence of Accelerometer Position on Gearbox Fault Severity Classification through Evaluation of Deep Learning Models

Mathematics

• Gearbox 100%
• Accelerometer 96%
• Fault 66%
• Learning 52%
• Influence 44%
• Evaluation 41%
• Fault Diagnosis 29%
• Hyperparameters 23%
• Sensor 22%
• Layout 22%
• Machine Learning 20%
• Model 18%
• Optimization 14%
• Performance 11%

Business & Economics

• Deep Learning 79%
• Learning Model 66%
• Fault 58%
• Severity 55%
• Fault Diagnosis 32%
• Evaluation 30%
• Machine Learning 25%
• Sensor 22%
• Quality of Information 21%
• Sources of Information 18%
• Layout 17%
• Performance 7%

Engineering & Materials Science

• Accelerometers 54%
• Deep learning 51%
• Gears 16%
• Failure analysis 16%
• Machine learning 14%
• Sensors 9%