Title :
A two-stage approach for optimizing the robust injection molding parameters
Author :
Dapeng, Li ; Jia, Xu ; Yang, Liu ; Fuli, Wang
Author_Institution :
Inst. of Sci. & Tech. Inf. of Liaoning Province, Shenyang, China
Abstract :
In this paper, a two-stage approach is proposed for optimizing the robust injection molding parameters. In the first-stage optimization, the simplex method is used to search for qualified parameters when the starting parameter is disqualified. In the second-stage optimization, forgetting factor recursive least square algorithm is used to build the model between process parameters and quality index. Robust parameters are obtained by using the steepest ascent method based on the model. Time and experiment costs are saved by using the two-stage approach. Experiments and results on mold flow analysis software show its validity.
Keywords :
injection moulding; least squares approximations; optimisation; recursive estimation; robust control; first-stage optimization; mold flow analysis software; quality index; recursive least square algorithm; robust injection molding parameters; simplex method; starting parameter; steepest ascent method; two-stage approach; Artificial neural networks; Data models; Indexes; Injection molding; Optimization methods; Robustness; Injection molding; forgetting factor recursive least square; parameters optimization; robustness; simplex method;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968203