期刊
POLYMERS
卷 9, 期 3, 页码 -出版社
MDPI
DOI: 10.3390/polym9030085
关键词
dynamic injection molding; warpage optimization; pressure response analysis; kriging model; EGO method
资金
- National Basic Research Program of China [2012CB025905]
- National Natural Science Foundation of China [11432003, 11502044, 11602050]
- Postdoctoral Science Foundation of China [2014M561222, 2015M571298]
- National High Technology Research and Development Program of China [2015AA033803]
Plastic injection molding technology is one of the important technologies for the manufacturing industry. In this paper, a numerical dynamic injection molding technology (DIMT) is presented, which is based on the finite element (FE) method. This numerical simulation method introduces a vibrational force into the conventional injection molding technology (CIMT). Some meaningful work has been executed for investigating the mechanical evolution behavior of DIMT. As the basis for illustrating the mechanism in warpage optimization results, dynamic parameter analysis on the rule of pressure response is performed in detail. In the warpage optimization work, three kinds of structure with different molding materials are selected as the comparison. The final warpage of each product is efficiently minimized by using a Gaussian process-based sequential optimization method. From the further discussions, the features of DIMT in improving the molding quality are revealed, indicating that it may not be appropriate for geometrically large structures. This study has significant meaning for the actual injection molding industry.
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