Spatial-temporal graph convolutional networks (STGCN) based method for localizing acoustic emission sources in composite panels

Z Zhao, NZ Chen - Composite Structures, 2023 - Elsevier
A novel spatial–temporal graph convolutional networks (STGCN) based method for the
regression task of localizing acoustic emission (AE) sources in composite panels is …

[HTML][HTML] Structural health monitoring of stainless-steel nuclear fuel storage canister using acoustic emission

L Ai, V Soltangharaei, B Greer, M Bayat… - Developments in the built …, 2024 - Elsevier
Nuclear power generation constitutes a significant component of the energy infrastructure
within the United States. The dry cask storage system canister, used for storing highly …

Temperature-compensated surface acoustic wave internal pressure sensor for nondestructive structural inspection of spent fuel canisters

SV Sreedharan, MH Desai, MZ Aslam, S Ju… - Sensors and Actuators A …, 2023 - Elsevier
Monitoring the internal pressure of nuclear spent fuel canisters in high-temperature and
radioactive environments requires a nondestructive approach. Surface Acoustic Wave …

[HTML][HTML] An integral approach for testing and computational analysis of glass powder in cementitious composites

MN Amin, S Nazar, MN Al-Hashem, F Althoey… - Case Studies in …, 2023 - Elsevier
In this research, test methods followed by supervised machine learning (SML) modeling
were used to examine the effect of glass powder as a partial sand and cement substitute on …

Machine learning-aided damage identification of mock-up spent nuclear fuel assemblies in a sealed dry storage canister

B Zhuang, A Arcaro, B Gencturk, R Ghanem - Engineering Applications of …, 2024 - Elsevier
Spent nuclear fuel (SNF) assemblies (FAs) contain high-level radioactive waste from
operation of nuclear power plants (NPPs). Their safe storage in dry casks is critical for …

Advances in Modeling Surface Chloride Concentrations in Concrete Serving in the Marine Environment: A Mini Review

R Zhao, C Li, X Guan - Buildings, 2024 - mdpi.com
Chloride corrosion is a key factor affecting the life of marine concrete, and surface chloride
concentration is the main parameter for analyzing its durability. In this paper, we first …

Reliable arrival time picking of acoustic emission using ensemble machine learning models

X Wang, Q Yue, X Liu - Mechanical Systems and Signal Processing, 2024 - Elsevier
This study presents an innovative method for accurately picking the first-wave arrival time in
acoustic emission (AE) localization, particularly effective in environments with low or …

A single-sensor method for structural damage localization in wind turbine blades: Laboratory assessment on a blade segment

Z Zhao, NZ Chen - Mechanical Systems and Signal Processing, 2024 - Elsevier
An acoustic emission (AE) and graph convolutional network (GCN) based single-sensor
method for structural damage localization in wind turbine blades is proposed in this paper …

Robust detection of ductile fracture by acoustic data-driven unsupervised learning

JH Kwon, NT Nguyen, MT Tran, HW Lee, HS Joo… - International Journal of …, 2024 - Elsevier
The quantitative assessment of the formability of bulk metallic materials remains
challenging, primarily due to considerable difficulties in accurately identifying the initiation of …

Acoustic emission monitoring and automated characterization of low-velocity impacts on composite components

L Ai, KC Laxman, E Elbatanouny, M Bayat… - … Systems and Signal …, 2024 - Elsevier
The low-velocity impacts caused by debris and hail can be one of the main threats to the
integrity of the composite components of aircraft such as elevators. Recent improvements in …