Injection Molding

Finding the right injection molding settings for new products often demands significant time and cost. This study introduces a reinforcement learning method that uses prior knowledge to speed up optimization. An actor-critic algorithm was applied to refine both the filling and holding phases. Tests on five different products showed that settings learned

Insert molding is a type of injection molding process that combines plastic and non-plastic parts (inserts) into a single component. The inserts are commonly metal (but can also be ceramic, plastic, or electronic parts).

Hole machining is a common cutting process in the field of machining. It is an essential part of the process for machining the geometric elements of parts. The machining accuracy of the hole directly determines

Plastic overmolding joins two or more materials into one product. This method makes items stronger, better looking, and more useful.

Hot runner systems are important in today’s injection molding. They make work faster, cut waste, and improve product quality. These systems can lower waste by up to 50%, helping the environment.

Plastic injection molding is a way to make plastic parts. Hot, melted plastic is pushed into a mold to shape it. This process helps create detailed designs that are accurate and consistent. It is important in today’s manufacturing because it is fast and flexible.