Nondestructive Testing And Evaluation · 2014 · 17 citations · 26 references
Natural SciencesMaterials EngineeringAcousticsComputational AcousticsUltrasoundAcoustic DiagnosticsAcoustic SensorsAcoustic Signal ProcessingNon-destructive EvaluationTransducer TechnologyUltrasonicsImmersion TransducersLamb WavesNondestructive EvaluationNondestructive TestingOutlier IdentificationTransducersUltrasonic InspectionUltrasonic Transducers
This paper presents the results of an experimental study in which guided ultrasonic waves were used for the nondestructive evaluation of an aluminium plate immersed in water. Leaky Lamb waves were generated using a spherical focused transducer, and detected by five immersion transducers arranged in a semi-circular array. The signals were processed to extract seven damage-sensitive features from the time, frequency and joint time–frequency domains. These features were then fed to an unsupervised learning algorithm based on the outlier analysis to identify the presence of defects artificially devised on the plate. We found that the array of immersion transducers and the signal processing technique enable the detection of the defects with a success rate close to 95%.
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Wave Propagation in Elastic Solids
J. D. Achenbach, Stephen A. Thau · Journal of Applied Mechanics · 1974 · 4K citations · Full text
DAMAGE DETECTION USING OUTLIER ANALYSIS
Keith Worden, G. Manson, Nick Fieller · Journal of Sound and Vibration · 2000 · 607 citations