The Prognostics and Health Monitoring (PHM) Data Challenge 2026 focuses on estimating gear tooth damage states using inexpensive sensor measurements, with periodic imaging data available only during training. Background and Motivation Mechanical component failures—such as wear-induced surface crack formation and fatigue crack propagation—show significant variability across samples. This variability is reflected as large statistical variance … Continue reading PHM North America 2026 Conference Data Challenge