Simulation-Based Optimization of Injection Molding Process Parameters for Minimizing Warpage by ANN and GA
Chiwapon Nitnara, Kumpon Tragangoon
Abstract
Plastic injection molding is one of the most used methods for producing plastic products because it can be produced at a high production rate, low cost, and ease in manufacturing. However, one defect that affects product quality is namely warpage.
Topics & Concepts
Molding (decorative)MoldMaterials scienceFinite element methodProcess (computing)Genetic algorithmArtificial neural networkMechanical engineeringComposite materialEngineeringComputer scienceStructural engineeringMathematicsMathematical optimizationMachine learningOperating systemInjection Molding Process and PropertiesAdditive Manufacturing and 3D Printing Technologies