Ultrasonic welding of metal to fiber-reinforced thermoplastic composites: A review
With the increasing application of fiber-reinforced thermoplastic (FRTP) in the industry, many
researchers are focusing on the welding of metal/FRTP hybrid structures. Ultrasonic welding …
researchers are focusing on the welding of metal/FRTP hybrid structures. Ultrasonic welding …
Modeling ultrasonic welding of polymers using an optimized artificial intelligence model using a gradient-based optimizer
In this study, a new hybrid artificial intelligence approach is proposed to model the ultrasonic
welding of a polymeric material blend. The proposed approach is composed of an ensemble …
welding of a polymeric material blend. The proposed approach is composed of an ensemble …
[HTML][HTML] Thermal welding by the third phase between polymers: A review for ultrasonic weld technology developments
J Qiu, G Zhang, E Sakai, W Liu, L Zang - Polymers, 2020 - mdpi.com
Ultrasonic welding (USW) is a promising method for the welds between dissimilar materials.
Ultrasonic thermal welding by the third phase (TWTP) method was proposed in combination …
Ultrasonic thermal welding by the third phase (TWTP) method was proposed in combination …
Prediction and fitting of weld morphology of Al alloy-CFRP welding-rivet hybrid bonding joint based on GA-BP neural network
H Wang, Z Zhang, L Liu - Journal of Manufacturing Processes, 2021 - Elsevier
In the riveting-welding hybrid bonding of aluminum alloy and the Carbon Fiber Reinforced
Polymer (CFRP), the welding joint morphology was one of the most important factors for the …
Polymer (CFRP), the welding joint morphology was one of the most important factors for the …
Early event detection in a deep-learning driven quality prediction model for ultrasonic welding
A goal in ultrasonic welding (USW) process monitoring is to accurately predict quality
outcomes based on monitored signals. However, in most cases, knowing only that the USW …
outcomes based on monitored signals. However, in most cases, knowing only that the USW …
[HTML][HTML] Weld quality characterization by vibration analysis for ultrasonic metal welding processes
Ultrasonic metal welding is an efficient, solid-state welding process that is well established
in the production of electrical equipment. However, isolated and untraceable failures …
in the production of electrical equipment. However, isolated and untraceable failures …
Quality prediction of ultrasonically welded joints using a hybrid machine learning model
Ultrasonic metal welding has advantages over other joining technologies due to its low
energy consumption, rapid cycle time and the ease of process automation. The ultrasonic …
energy consumption, rapid cycle time and the ease of process automation. The ultrasonic …
[HTML][HTML] Quality prediction of disturbed ultrasonic metal welds
Abstract Ultrasonic Metal Welding is an industrially established welding process.
Applications such as wiring harness assemblies, battery cell production and joints in power …
Applications such as wiring harness assemblies, battery cell production and joints in power …
A global-local damage localization and quantification approach in composite structures using ultrasonic guided waves and active infrared thermography
K Balasubramaniam, S Sikdar, D Ziaja… - Smart Materials and …, 2023 - iopscience.iop.org
The paper emphasizes an effective quantification of hidden damage in composite structures
using ultrasonic guided wave (GW) propagation-based structural health monitoring (SHM) …
using ultrasonic guided wave (GW) propagation-based structural health monitoring (SHM) …
Development of an artificial neural network for predicting energy absorption capability of thermoplastic commingled composites
Soft computing techniques including artificial neural networks (ANN) and machine learning
reflect new possibilities to behavior prediction models of commingled composites. This study …
reflect new possibilities to behavior prediction models of commingled composites. This study …