Validation-Selected Constrained Incremental Learning for Simulation-Based UAV Subsystem Fault Prediction
Fixed offline prognostic models can lose accuracy when sensor-data distribution changes after model development. This paper presents a validation-selected incremental-learning framework for time-before-failure (TBF) regression in three simulated unmanned-aerial-vehicle (UAV) subsystems: avionics, power, and airframe st...