[HTML][HTML] A review of ultrasonic sensing and machine learning methods to monitor industrial processes

AL Bowler, MP Pound, NJ Watson - Ultrasonics, 2022 - Elsevier
Supervised machine learning techniques are increasingly being combined with ultrasonic
sensor measurements owing to their strong performance. These techniques also offer …

[HTML][HTML] Machine Learning Based Eddy Current Testing: A Review

N Munir, J Huang, CN Wong, SJ Song - Results in Engineering, 2024 - Elsevier
Eddy current testing (ECT) is an established non-destructive evaluation (NDE) technique to
evaluate materials. In last decade, machine learning (ML) has revolutionized many areas …

Damage features for structural health monitoring based on ultrasonic Lamb waves: Evaluation criteria, survey of recent work and outlook

H Lu, B Chandran, W Wu, J Ninic, K Gryllias… - Measurement, 2024 - Elsevier
Guided Lamb waves are highly valued in structural health monitoring for identifying critical
damage. The essence of Lamb wave-based damage detection is finding and processing …

Baseline-free damage identification in plate containing a circular hole with Edge Cracks based on Lamb Wave Scattering

M Jalalinia, GG Amiri, SAS Razzaghi - Journal of Vibration Engineering & …, 2023 - Springer
Abstract Purpose Most Lamb wave-based damage detection techniques use scattering
signals obtained from the subtraction of baseline and current signals. This article presents a …

Micro-crack localization and evaluation using nonlinear Lamb wave-mixing technique and Lamb transformer network

X Xu, X Ai, T Liu, J Lan, Y Li - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
The problem of locating and evaluating microcracks in plates simultaneously was
investigated using the nonlinear Lamb wave-mixing technique and Lamb transformer (LT) …

Output-only method for defect identification in the internal edge of the plates with a circular hole using guided ultrasonic waves and discrete wavelet transform

M Jalalinia, GG Amiri, SAS Razzaghi - Iranian Journal of Science and …, 2022 - Springer
This article proposed a baseline-free method for damage localization in plates with a circular
hole. Damages are defined as cracks at the internal edge of the hole with different lengths …

[PDF][PDF] Results in Engineering

N Munir, J Huang, CN Wong, SJ Song - researchgate.net
Eddy current testing (ECT) is an established non-destructive evaluation (NDE) technique to
evaluate materials. In last decade, machine learning (ML) has revolutionized many areas …

Full waveform inversion of ultrasonic phased array data for the tomographic reconstruction of heterogeneous media for NDT

R Niven - 2020 - stax.strath.ac.uk
Within the ultrasonic non-destructive community the benchmark imaging algorithm assumes
that the host material is homogeneous. This can lead to poor flaw detection, location, and …