Optimizing Ultrasonic Welding Parameters for Multilayer Lap Joints of PEEK and Carbon Fibers by Neural Network Simulation

Optimizing Ultrasonic Welding Parameters for Multilayer Lap Joints of PEEK and Carbon Fibers by Neural Network Simulation

The aim of this study is to substantiate the use machine learning methods to optimize a combination of ultrasonic welding (USW) parameters for manufacturing of multilayer lap joints consisting of two outer PEEK layers, a middle prepreg of unidirectional carbon fibers (CFs), and two energy directors...

Full description

Bibliographic Details
Main Authors: Sergey V. Panin, Dmitry Yu. Stepanov, Anton V. Byakov
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Materials
Subjects:
machine learning
neural network simulation
ultrasonic welding
lap joint
PEEK
prepreg
Online Access:https://www.mdpi.com/1996-1944/15/19/6939

Internet

https://www.mdpi.com/1996-1944/15/19/6939

Similar Items