Framework for discovering unknown abnormal condition patterns in gearboxes using a semi-supervised approach

Mathematics

• Gearbox 100%
• Unknown 37%
• Framework 32%
• Clustering 32%
• Hybrid Algorithm 29%
• Heuristic algorithm 27%
• Fault 26%
• Scenarios 20%
• Rotating Machinery 19%
• Fault Diagnosis 17%
• Knowledge 17%
• K-means 15%
• Learning Algorithm 13%
• Classifier 12%
• Machine Learning 12%
• Training 12%
• Nearest Neighbor 11%
• Experimental Results 11%
• Labeling 11%
• Strategy 8%
• Model 7%
• Design 7%
• Class 6%

Engineering & Materials Science

• Heuristic algorithms 38%
• Rotating machinery 23%
• Labeling 18%
• Failure analysis 16%
• Learning algorithms 15%
• Machine learning 14%
• Classifiers 13%