Deep Learning-Based Predictive Control of Injection Velocity in Injection Molding Machines

• Published in: Advances in polymer technology Vol. 2022; pp. 1 - 14
• Main Authors: Ren, Zhigang, Li, Yaodong, Wu, Zongze, Xie, Shengli
• Format: Journal Article
• Language: English
• Published: Hindawi 15.11.2022; John Wiley & Sons, Inc; Wiley
• Subjects: Analysis; Computational linguistics; Language processing; Natural language interfaces; Neural networks; Plastics machinery; Simulation methods

Rapid and reliable optimal control of injection molding machines (IMMs) is critical for the effective production of injection-molded goods, especially in the situation of restricted computer resources of embedded equipment in IMMs. In this paper, an optimal tracking injection velocity control proble...