Avionic Main Fuel Pump Simulation and Fault-Diagnosis Benchmark

This paper introduces a high-fidelity, physics-informed co-simulation of an aircraft main-fuel-pump system to generate data for anomaly detection and diagnosis algorithms. It addresses the inherent lack of data in critical cyber-physical systems and demonstrates feasibility using unsupervised RNN-VAE and SOM-VAE models.