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Discriminative Feature Extraction Through Dictionary Learning for Piezoelectric Admittance-Based Bolt-Loosening Damage Detection
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Bolt loosening is a major concern in many structural systems, especially in critical applications like pressure vessels. Traditional detection methods, such as acoustic emission, fiber Bragg-grating sensing, and vibration-based ...
Harnessing Bayesian Deep Learning to Tackle Unseen and Uncertain Scenarios in Diagnosis of Machinery Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Direct inverse analysis of faults in machinery systems such as gears using first principle is intrinsically difficult, owing to the multiple time- and length-scales involved in vibration modeling. As such, data-driven ...