Echo state network and variational autoencoder for efficient one-class learning on dynamical systems

Mathematics

• Echo State Network 100%
• Learning 42%
• Vibration Signal 30%
• Condition-based Maintenance 29%
• Time series 28%
• Gearbox 27%
• Rotating Machinery 26%
• Internal 25%
• Fault Detection 24%
• Methodology 22%
• Machine Learning 17%
• Predict 14%
• Class 13%
• Probability Distribution 12%
• Classify 12%
• Computing 9%
• Context 9%
• Model 5%

Engineering & Materials Science

• Time series 40%
• Dynamical systems 38%
• Machine vibrations 33%
• Rotating machinery 28%
• Probability distributions 22%
• Fault detection 21%
• Machine learning 17%