Computer aided process and design optimization for injection moulding

Abstract Sophisticated computer aided engineering (CAE) simulation tools for injection moulding have been available and are now widely used in industrial practices. As a result, the design and manufacturing of injection-moulded parts have been literally transformed from a ‘black art’ to an engineering discipline based on scientific principles. It is well recognized that computer simulation tools help engineers to gain process insight and to pinpoint blind spots and problems that are overlooked. Nevertheless, there remains a missing link in CAE, which lies in the ability to identify effectively the optimal design and process variables, as it is hampered by the sheer amount of computer-generated data and complex non-linear interactions among those input variables. This paper presents the system implementation and experimental verifications of an integrated CAE optimization tool that couples a process simulation program with optimization algorithms to determine intelligently and automatically the optimal design and process variables for injection moulding. In addition, this study enables evaluation and comparison of various local and global optimization algorithms in terms of computational efficiency and effectiveness for injection moulding, as presented in this paper.

[1]  Rainer Storn,et al.  Minimizing the real functions of the ICEC'96 contest by differential evolution , 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

[2]  Margaret J. Robertson,et al.  Design and Analysis of Experiments , 2006, Handbook of statistics.

[3]  Suresh Jain,et al.  Computer-aided injection molding system , 1978 .

[4]  Lih-Sheng Turng Development and application of CAE technology for the gas‐assisted injection molding process , 1995 .

[5]  H. H. Chiang,et al.  A unified simulation of the filling and postfilling stages in injection molding. Part II: Experimental verification , 1991 .

[6]  K. Himasekhar,et al.  CAE of Mold Cooling in Injection Molding Using a Three-Dimensional Numerical Simulation , 1992 .

[7]  Jose M. Castro,et al.  Optimizing injection gate location and cycle time for the in-mold coating (IMC) process , 2002 .

[8]  S. F. Shen,et al.  A finite-element/finite-difference simulation of the injection-molding filling process , 1980 .

[9]  H. H. Chiang,et al.  Current trends in cae: Simulations of latest innovations in injection molding , 1993 .

[10]  C. A. Hieber,et al.  A unified simulation of the filling and postfilling stages in injection molding. Part I: Formulation , 1991 .

[11]  Seong Jin Park,et al.  Optimal cooling system design for the injection molding process , 1998 .

[12]  Byung Kim,et al.  Direct-Search-Based Automatic Minimization of Weldlines in Injection-Molded Parts , 1998 .

[13]  Pedro Oliveira,et al.  An optimization approach to practical problems in plasticating single screw extrusion , 1999 .

[14]  Lih-Sheng Turng,et al.  Process simulation and optimization for injection molding: Experimental verifications and field applications , 2002 .