Multi-layer neural network with deep belief network for gearbox fault diagnosis

Mathematics

• Architecture 38%
• Belief Networks 96%
• Classifier 12%
• Classify 9%
• Damage 13%
• Experiment 8%
• Fault 66%
• Fault Diagnosis 89%
• Frequency Domain 12%
• Gearbox 100%
• Health 11%
• Learning 31%
• Multilayer Neural Network 93%
• Multiple Classifiers 21%
• Performance 6%
• Time Domain 11%
• Training 12%
• Tuning 13%
• Vibration Signal 44%

Engineering & Materials Science

• Bayesian networks 58%
• Classifiers 16%
• Experiments 4%
• Failure analysis 49%
• Gears 9%
• Health 8%
• Machinery 11%
• Multilayer neural networks 59%
• Tuning 8%

Chemistry

• Amount 4%
• Classifier 31%
• Multilayer 51%
• Weight 12%