Deep Learning-Based Detection of Electrical Faults and Power Quality Disturbances in Aerospace Power Systems
Abstract
"This dataset contains electrical-fault signals generated from simulations of the Boeing 787 aircraft electrical system. It also includes simulated power-quality disturbances at 400 Hz. All signals were sampled at 100 kHz, with each record consisting of 1,000 samples."
Fields of Study & Subjects
Power Quality and Harmonics
Electrical Fault Detection and Protection
Engineering and Test Systems
Publication details
- Journal / source
- IEEE Transactions on Aerospace and Electronic Systems
- Pages
- 1–21
- Publication date
- 1 January 2026