Artificial neural network-based damage detection of composite material using laser ultrasonic technology

LL Fu, JS Yang, S Li, H Luo, JH Wu - Measurement, 2023 - Elsevier
Composite materials are widely used in various fields and non-destructive testing (NDT) is
an important issue for these. Laser ultrasonic technology (LUT) can achieve the non-contact …

Laser weld spot detection based on YOLO-weld

J Feng, J Wang, X Zhao, Z Liu, Y Ding - Scientific Reports, 2024 - nature.com
Laser weld point detection is crucial in modern industrial manufacturing, yet it faces
challenges such as a limited number of samples, uneven distribution, and diverse, irregular …

On-line defect recognition of MIG lap welding for stainless steel sheet based on weld image and CMT voltage: Feature fusion and attention weights visualization

J Wang, Z Zhang, Z Bai, S Zhang, R Qin… - Journal of Manufacturing …, 2023 - Elsevier
At present, sensor recognition technology has become a research hotspot in welding
process monitoring. However, most of the existing defect recognition methods are based on …

Carbon nanofibers/liquid metal composites for high temperature laser ultrasound

N Garcia, H Kim, K Vinod, A Sahoo, M Wax, T Kim… - Ultrasonics, 2024 - Elsevier
As the demand for clean energy becomes greater worldwide, there will also be an
increasing demand for next generation nuclear power plants that incorporate advanced …

Study of thermal effects induced by the high-frequency probing laser in nonlinear opto-acoustic frequency-mixing technique

L Yuan, CY Ni, YF Zhang, HC Zhang, ZH Shen - Ultrasonics, 2024 - Elsevier
Photo-thermal modulation-based nonlinear opto-acoustic frequency-mixing technique is an
effective method for detecting micro-cracks. When using this technique for micro-crack …

[HTML][HTML] Multi-model feature aggregation for classification of laser welding images with vision transformer

NU Din, L Zhang, MS Nawaz, Y Yang - Journal of King Saud University …, 2024 - Elsevier
The laser welding technique is quite common in various manufacturing lines, including
those for lithium-ion power batteries, due to its remarkable productivity, effectiveness, and …

Influence of optical transmissivity on signal characteristics of photoacoustic guided waves in long cortical bone

H Chen, K Xu, X Liu, Y Li, Z Liu, D Ta - Ultrasonics, 2022 - Elsevier
Long cortical bone allows axial transmission of ultrasonic guided waves, which has been
utilized for osteoporosis evaluation. Benefiting structural and molecular sensitivity …

Design and application of partial immersion focused ultrasonic transducers for austenitic weld inspection

Y Zhang, Z Qin, S Luo, J Hyunjo, S Zhang - Sensors, 2022 - mdpi.com
Austenitic stainless steel is a widely used material in the industry, and the welding technique
enables stainless steel components to have different shapes for different applications. Any …

Nondestructive detection of laser-cladding coating interface defects: a deep learning-enhanced laser ultrasonics approach

Y Li, W Zhu, Y Zou - Nondestructive Testing and Evaluation, 2024 - Taylor & Francis
Laser-cladding technology is now widely used in repairing mechanical parts and creating
functional coatings. However, interface defects are commonly found in laser-cladding …

Method for evaluating laser welding quality of battery module based on coupling model

Z Liu, K Wang, H He, J Xie, W Huang - Journal of Power Sources, 2022 - Elsevier
Since the existing commonly used welding quality detection techniques cannot effectively
detect pseudo welding (PW) defects in the laser welding of a battery module, in this study …