Precision Control for Gravitational Wave detectors
Control,Design method,Feedback,Mechatronic
Data-Driven Compensation of Unmodeled Dynamics for Complex Mechatronic Systems – Part I: Position-Dependent Feedforward through Gaussian Process Regression
Accuracy,Learning,Manufacturing,Positioning
Digital Twins for Precision Mechatronics: Predictive Maintenance via Fault Detection and Isolation
Anomaly,Diagnostics,Maintenance,Monitoring,Predictive,Reconfiguration,Stereolithography
Data-Driven Compensation of Unmodeled Dynamics for Complex Mechatronic Systems Part II: Combining Models and Neural Networks
Control,Mechatronic,Motion,Neural network
Basis Function feedforward for Position-Dependent Systems
Control,Identification,Mechatronic,Motion
Data-Driven Compensation of Unmodeled Dynamics for Complex Mechatronic Systems Part III: Control-Relevant Neural Networks for Feedforward
Identification,Mechatronic,Motion,Neural network
Design Analysis of Future Deformable Mirrors
Identification,Mechatronic,Precision,Structural analysis
Learning for motion control in bonding machines: Bridging data-driven learning and physical modelling
Algorithm,Control,Learning,Modelling
Long-Range Piezo Actuators: Compensating Hysteresis and Commutation Angle Reproducible Disturbances
Learning,Mechatronic,Piezo-electric,Ultra-precision