Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers

Mathematics

• Rotating Machinery 100%
• Fault Diagnosis 92%
• Classifier 67%
• Ranking 60%
• Vibration Signal 57%
• Support Vector Machine 37%
• Fault Identification 29%
• Gearbox 26%
• Feature Vector 22%
• Information Gain 22%
• Damage 17%
• Fault 17%
• Maintenance 17%
• Chi-square 17%
• Breakdown 15%
• Time Domain 15%
• Industry 15%
• Costs 10%
• Motion 10%
• Strategy 10%
• Framework 8%

Engineering & Materials Science

• Rotating machinery 72%
• Failure analysis 51%
• Support vector machines 47%
• Classifiers 42%
• Gears 25%
• Industry 13%
• Costs 11%