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 …
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 …
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
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 …
process monitoring. However, most of the existing defect recognition methods are based on …
Carbon nanofibers/liquid metal composites for high temperature laser ultrasound
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 …
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 …
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
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 …
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
Long cortical bone allows axial transmission of ultrasonic guided waves, which has been
utilized for osteoporosis evaluation. Benefiting structural and molecular sensitivity …
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 …
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 …
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 …
detect pseudo welding (PW) defects in the laser welding of a battery module, in this study …