Integration of artificial intelligence in an injection molding process for on-line process parameter adjustment

2018 ◽  
Author(s):  
Meaghan Charest ◽  
Ryan Finn ◽  
Rickey Dubay
Keyword(s):  
Artificial Intelligence ◽  
Injection Molding ◽  
Process Parameter ◽  
Injection Molding Process ◽  
Molding Process ◽  
Parameter Adjustment ◽  
On Line ◽  
Line Process

An Intelligent Optimization Controller for a Non-Linear System: Application to an Injection Molding Machine

2007 ◽  
Vol 10-12 ◽  
pp. 884-888 ◽  
Author(s):  
J.M. Liang
Keyword(s):  
Linear System ◽  
Injection Molding ◽  
Complex Dynamics ◽  
Parameter Tuning ◽  
Injection Molding Process ◽  
Molding Process ◽  
Intelligent Optimization ◽  
Non Linear ◽  
Line Process ◽  
Non Linear System

The injection molding process has been well-known non-linear complex dynamics and the approach extensively applied manual control and rely on experienced engineers. An intelligent optimization controller has been designed with two series neural networks and the multi-losses function has been proven can automatically adjust the machine setting overcome the complex dynamics to upgrade part’s quality and reduce experienced engineers. The proposed method has shown promising future for expediting the on-line process parameter tuning work to other complicate non-linear system in the future.

On-line ultrasonic monitoring of the injection molding process

1997 ◽  
Vol 37 (2) ◽  
pp. 363-376 ◽  
Author(s):  
H. Wang ◽  
B. Cao ◽  
C. K. Jen ◽  
K. T. Nguyen ◽  
M. Viens
Keyword(s):  
Injection Molding ◽  
Injection Molding Process ◽  
Ultrasonic Monitoring ◽  
Molding Process ◽  
On Line

Filling Behavior of Polymer Material into Sub-^|^mu;m Structure in Injection Molding Process

2013 ◽  
Vol 133 (4) ◽  
pp. 105-111
Author(s):  
Chisato Yoshimura ◽  
Hiroyuki Hosokawa ◽  
Koji Shimojima ◽  
Fumihiro Itoigawa
Keyword(s):  
Injection Molding ◽  
Polymer Material ◽  
Injection Molding Process ◽  
Molding Process
Sign in / Sign up

Export Citation Format

Share Document