A Bearing Fault Diagnosis Using a Support Vector Machine Optimised by the Self-Regulating Particle Swarm

Physics & Astronomy

• automatic control 100%
• fault detection 39%
• classifiers 33%
• optimization 32%
• classifying 27%
• performance 21%
• fusion 19%
• decomposition 18%

Engineering & Materials Science

• Failure analysis 63%
• Support vector machines 59%
• Particle swarm optimization (PSO) 41%
• Roller bearings 27%
• Fault detection 22%
• Fusion reactions 19%
• Decomposition 17%
• Classifiers 17%
• Experiments 8%

Earth & Environmental Sciences

• support vector machine 72%
• particle 36%
• comparative study 22%
• decomposition 17%
• detection 14%
• experiment 9%
• parameter 8%