An Intelligent Optimization Controller for a Non-Linear System: Application to an Injection Molding Machine
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.
Kai Cheng, Yingxue Yao and Liang Zhou
J.M. Liang, "An Intelligent Optimization Controller for a Non-Linear System: Application to an Injection Molding Machine", Applied Mechanics and Materials, Vols. 10-12, pp. 884-888, 2008