The document describes a gear health algorithm that uses materials-based fatigue modeling to predict the life of rotorcraft drive system gears. It develops multibody dynamic and contact stress models of a planetary gear system. Using a stochastic microstructure model, it simulates gear material response to loading and predicts fatigue life distributions under nominal and overload conditions. The algorithm integrates with health monitoring systems to provide prognostic information for safe operations and reduced maintenance costs.