Machine learning and deep learning based predictive quality in manufacturing: a systematic review
With the ongoing digitization of the manufacturing industry and the ability to bring together
data from manufacturing processes and quality measurements, there is enormous potential …
data from manufacturing processes and quality measurements, there is enormous potential …
[HTML][HTML] Ultrasonic welding of fiber reinforced thermoplastic composites: Current understanding and challenges
Ultrasonic welding (USW) provides a cost-efficient method for joining fiber reinforced
thermoplastic composite (FRTP) which is increasingly used in various industries as a kind of …
thermoplastic composite (FRTP) which is increasingly used in various industries as a kind of …
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 …
Investigation of welding repair methods for thermoplastic composite joints
Repair is a common process to extend the service life of composite structures, and there is a
need for techniques compatible with thermoplastic composites (TPCs). As the assembly of …
need for techniques compatible with thermoplastic composites (TPCs). As the assembly of …
Ultrasonic welding of fiber-reinforced thermoplastic composites: a review
H Li, C Chen, R Yi, Y Li, J Wu - The International Journal of Advanced …, 2022 - Springer
Ultrasonic welding is a special joining process with high joining speed and good joint
strength. Compared with conventional mechanical and adhesive bonding, ultrasonic …
strength. Compared with conventional mechanical and adhesive bonding, ultrasonic …
Prediction of mechanical properties by artificial neural networks to characterize the plastic behavior of aluminum alloys
In metal forming, the plastic behavior of metallic alloys is directly related to their formability,
and it has been traditionally characterized by simplified models of the flow curves, especially …
and it has been traditionally characterized by simplified models of the flow curves, especially …
Measurement and prediction of driver trust in automated vehicle technologies: An application of hand position transition probability matrix
Driver trust has a great impact on the intention to accept, use, and adapt to automated
vehicles. To date, driver trust in automated vehicle technologies has mostly been estimated …
vehicles. To date, driver trust in automated vehicle technologies has mostly been estimated …
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 …
Multifunctional films for thermoplastic composite joints: Ultrasonic welding and damage detection under tension loading
This paper investigates the use of multi-walled carbon nanotube/polypropylene
(MWCNT/PP) films to enable ultrasonic welding and damage detection of glass …
(MWCNT/PP) films to enable ultrasonic welding and damage detection of glass …
In situ monitoring and penetration prediction of plasma arc welding based on welder intelligence-enhanced deep random forest fusion
Online process monitoring and quality control has been a long-standing challenge for
variable polarity plasma arc welding (VPPAW) due to the inherent instability and fluctuation …
variable polarity plasma arc welding (VPPAW) due to the inherent instability and fluctuation …