Author

Jian Wang

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Open access Aug 2026

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...

Guang Rong, Di Wu, Chao Tang et al. · Aerospace · 0 citations