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- W2130202265 abstract "SUMMARYThis paper proposes a probabilistic approach for localizing damage in plate-like structures by using particle filter (PF) method with considerations of the uncertainties from modeling and measurement. A piezoelectric sensor network is deployed on the plate-like structures to excite and receive diagnostic Lamb waves before and after damage. The damage-scattered waves that contain characteristic information about the damage are then obtained and used for damage localization. A complex Morlet wavelet transform is employed to highlight the time-of-arrival of the scattered waves in each actuator–sensor path to help measuring the time-of-flight values. After that, damage localization is formulated as a Bayesian state estimation problem with the damage location and the wave velocity as the unknown state parameters. A PF procedure is developed to iteratively estimate the unknown parameters simultaneously. Numerical study for an aluminum plate and experimental study for a stiffened aluminum panel are conducted to demonstrate the effectiveness and applicability of the proposed PF-based localization method. Copyright © 2013 John Wiley & Sons, Ltd." @default.
- W2130202265 created "2016-06-24" @default.
- W2130202265 creator A5051883285 @default.
- W2130202265 date "2013-09-18" @default.
- W2130202265 modified "2023-09-23" @default.
- W2130202265 title "A particle filter method for damage location in plate-like structures by using Lamb waves" @default.
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- W2130202265 doi "https://doi.org/10.1002/stc.1605" @default.
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