Ultrasonic system and ultrasonic metal welding performance: A status review

XM Cheng, K Yang, J Wang, WT **ao… - Journal of Manufacturing …, 2022 - Elsevier
Ultrasonic metal welding (USMW) technology receives widespread attention because of its
advantages of environmental protection, high efficiency, high welding strength, and low joint …

A comprehensive technical review of the friction stir welding of metal-to-polymer hybrid structures

AA Barakat, BM Darras, MA Nazzal, AA Ahmed - Polymers, 2022 - mdpi.com
Metal–polymer hybrid structures are becoming desirable due to their wide range of
applications in the automotive, aerospace, biomedical and construction industries …

[HTML][HTML] Recent advances in aluminum welding for marine structures

BQ Chen, K Liu, S Xu - Journal of Marine Science and Engineering, 2024 - mdpi.com
This review explores the recent advancements in welding techniques for aluminum plates
utilized in ships and offshore structures, with a particular focus on minimizing weld-induced …

Status diagnosis and feature tracing of the natural gas pipeline weld based on improved random forest model

L Wang, Z Mao, H Xuan, T Ma, C Hu, J Chen… - International Journal of …, 2022 - Elsevier
The health state of natural gas pipeline welds usually needs to be judged by experienced
experts based on the results of excavation works or internal inspections. Due to the low …

Vibration prediction and analysis of strip rolling mill based on XGBoost and Bayesian optimization

Y Zhang, R Lin, H Zhang, Y Peng - Complex & Intelligent Systems, 2023 - Springer
The stable operation of strip rolling mill is the key factor to ensure the stability of product
quality. The design capability of existing domestic imported and self-developed strip rolling …

End-to-end online quality prediction for ultrasonic metal welding using sensor fusion and deep learning

Y Wu, Y Meng, C Shao - Journal of Manufacturing Processes, 2022 - Elsevier
In industrial-scale production applications of ultrasonic metal welding (UMW), there is a
strong need for predicting joint quality quickly, reliably, and non-destructively. State-of-the …

Multi-objective optimisation of ultrasonically welded dissimilar joints through machine learning

PG Mongan, V Modi, JW McLaughlin… - Journal of Intelligent …, 2022 - Springer
The use of composite materials is increasing in industry sectors such as renewable energy
generation and storage, transport (including automotive, aerospace and agri-machinery) …

Improving process monitoring of ultrasonic metal welding using classical machine learning methods and process-informed time series evaluation

EB Schwarz, F Bleier, F Guenter, R Mikut… - Journal of Manufacturing …, 2022 - Elsevier
Ultrasonic metal welding (USMW) is an industrially applied joining technology that is highly
complex since the weld quality is influenced by numerous factors. The relationships …

A technical perspective on integrating artificial intelligence to solid-state welding

S Yaknesh, N Rajamurugu, PK Babu… - … International Journal of …, 2024 - Springer
The implementation of artificial intelligence (AI) techniques in industrial applications,
especially solid-state welding (SSW), has transformed modeling, optimization, forecasting …

Ultrasonic evaluation of wire-to-terminal joints: integrating XGBoost machine learning with finite element feature analysis

X He, X Jiang, J Guo, L Xu, R Mo - Nondestructive Testing and …, 2024 - Taylor & Francis
ABSTRACT A new scheme for ultrasonic non-destructive evaluation of wire-to-terminal joints
was developed in this study. A finite element simulation model of 2D porous media based on …