This Ph.D. research focuses on developing reliable and effective structural health monitoring and prognostic health management frameworks for complex structures and system. The ultrasonic guided wave is used as a robust interrogation tool for structural level monitoring; numerical simulation, sensing architecture, signal processing and damage localization technique are being developed. For system level management, data mining techniques, with high-fidelity simulation platform, are used to establish a reliable fault detection and prediction for in-air aircrafts.
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