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GTC Analytics leverages existing data and applies machine learning, deep learning techniques, and innovative fault/anomaly detection to create fault management solutions on customized platforms, enabling the implementation of rapid mitigation strategies.
Information and data assurance
Root cause identification
Sensor and component faults
Software bugs and cyber threats
Environmental disturbance
Space systems, including satellites and robotic systems
Unmanned aerial, ground, and underwater vehicles
Other cyber-physical systems, such as automobiles
Identify safety-critical risks for flights outside of approved airspace
Determine unsafe proximity to people / property
Detect loss of command and control (C2)
Recognize loss or degraded GPS
Verify engine failure
Diagnose loss of power
Confirm loss-of-control
Trajectory identification
UAS Traffic Management (UTM)
Pilots’ proficiency quantification
Urban Air Mobility (UAM)
Data curation
Feature extraction
HDBSCAN
Deep autoencoder
