Single and Multiple Gate Design Optimization Algorithm for Improving the Effectiveness of Fiber Reinforcement in the Thermoplastic Injection Molding Process - Perin, Mattia; Lim, Youngbin; Berti, Guido A.; Lee, Taeyong; Jin, Kai; Quagliato, Luca (Polymers, 2023)
Keywords: Algorithms; Calibration; Computer simulation; Computing time; Design optimization; Fiber orientation; Fiber reinforcement; Finite element analysis; Finite element method; Finite volume method; Glass fiber reinforced plastics; Injection molding; Machine learning; Manufacturing; Mathematical models; Mathematical optimization; Optimization algorithms; Polyamide resins; Polyamides; Production processes; Simulation; Stiffness; Tensors; Thermoplastics; Three dimensional models; Training; fiber orientation optimization; gradient boosting (GB); stiffness optimization; short fiber reinforced composite (SFRC); machine learning (ML); injection molding; injection gate design