Uncertainty Management and Differential Model Decomposition for Fault Diagnosis and Prognosis

The performance of fault diagnosis and prognosis (FDP) relies greatly on the model that describes the fault behavior and dynamics under study. In the past decades, many researches focused on establishing reliable, robust, and accurate models to describe fault growth dynamics. However, uncertainties in the modeling process severely affect the accuracy and precision of FDP results. A major challenge...