The overall goal of the proposed project is to develop, validate and demonstrate a general fatigue damage prognosis and uncertainty management methodology for implementations of the IVHM to aircraft structures. It combines fundamental fatigue mechanism modeling, efficient probabilistic methods, systematical model verification and validation, and hybrid simulation and experimental testing into a single framework for the reliability evaluation and uncertainty management.