On the Processing of Leaky Guided Ultrasonic Waves for the Noncontact Inspection of Underwater Structures
Conference: Publication Date: 16 March 2015Testing Method: ,
In this paper, we present the results of an experimental study where leaky guided ultrasonic waves were used for the noncontact health monitoring of an aluminum plate immersed in water. Leaky guided waves were generated by means of a pulsed laser and detected by five immersion transducers arranged in a semi-circular array. The signals were processed to extract eight damage-sensitive features from the time, frequency, and joint time-frequency domains. These features were then fed to a supervised learning algorithm based on artificial neural networks to classify five types of damages artificially devised on the plate. We found that the hybrid laser-immersion transducers system and signal processing technique enable the detection of the defects, and the neural network provides higher success rate.
- Kundu, Tribikram, ed. Ultrasonic nondestructive evaluation: engineering and biological material characterization. CRC press, (2004).
- Bagheri, A., Pistone, E., Rizzo, P. “Guided ultrasonic wave imaging for immersed plates based on wavelet transform and probabilistic analysis.” Research in Nondestructive Evaluation, 25(2), 63-81 (2014).
- Mijarez, R., Gaydecki, P., Burdekin, M. “Flood member detection for real-time structural health monitoring of sub-sea structures of offshore steel oilrigs.” Smart Materials and structures, 16(5), 1857 (2007).
- Sharma, J.N., Pathania, V. “Generalized thermoelastic Lamb waves in a plate bordered with layers of inviscid liquid.” Journal of Sound and Vibration, 268(5), 897-916 (2003).
- Lee, J.R., Jang, J.K., Kong, C.W. “Fully noncontact wave propagation imaging in an immersed metallic plate with a crack.” Shock and Vibration, (2014).
38 Page Views
0 PDF Downloads
0 Facebook Shares