SEP 9, 2026 · PREPRINT
Deep Learning-Based Detection of Electrical Faults and Power Quality Disturbances in Aerospace Power Systems
arXiv
This is simulation-based feasibility work for an embedded AI system without experimental validation on real aircraft electrical systems, representing early-phase proof-of-concept rather than clinical or clinical-grade evidence.
Reported
Software test accuracy96.94%
Hardware accuracy after 8-bit qua…95.87%
Mean neural-network accelerator l…6.90 ms per input record