Title :
Simulation optimization applied to injection molding
Author :
Villarreal, María G. ; Mulyana, Rachmat ; Castro, José M. ; Cabrera-Ríos, Mauricio
Author_Institution :
Dept. of Ind., Welding & Syst. Eng., Ohio State Univ., Columbus, OH, USA
Abstract :
In this work, a simulation optimization method developed by Villarreal and Cabrera-Rios (2007) is applied to injection molding. The method uses design of experiments and adaptive metamodeling techniques. The application of the method to several global optimization test functions as well as non linear polynomial and non polynomial functions point towards a quick convergence to highly attractive solutions with a low number of simulations. Here the method is used to select the best processing conditions for injection molding a simple rectangular plaque and a real automotive part using different performance criteria.
Keywords :
design of experiments; injection moulding; optimisation; polynomials; production engineering computing; adaptive metamodeling technique; design of experiment; global optimization test function; injection molding; nonlinear polynomial function; simulation optimization; Counting circuits; Design optimization; Injection molding; Metamodeling; Modeling; Optimization methods; Polynomials; Systems engineering and theory; US Department of Energy; Welding;
Conference_Titel :
Simulation Conference, 2008. WSC 2008. Winter
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-2707-9
Electronic_ISBN :
978-1-4244-2708-6
DOI :
10.1109/WSC.2008.4736294