Journal
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY
Volume 32, Issue 10, Pages 4787-4799Publisher
KOREAN SOC MECHANICAL ENGINEERS
DOI: 10.1007/s12206-018-0926-x
Keywords
Warpage; Design of experiment; Response surface methodology; Firefly algorithm; Photoelasticity
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The objective of this paper is to achieve the minimization of warpage for an injection molded part. The techniques that were implemented to minimize the warpage are the design of experiment (DOE), response surface methodology (RSM), firefly algorithm (FA), and annealing treatment. The packing time, cooling time, and melt temperature were shown to be significant parameters and FA was employed to seek these suitable values by experimental tests based on simulation software Moldex3D and injection machine. Analysis of variance (ANOVA) was used to validate experiments. Annealing treatment process was then applied to reduce more warpage phenomenon; the results showed that warpage phenomenon decreased dramatically compared with popular optimized parameter methodology. Moreover, the residual stress which was obtained by using photoelasticity showed that it has a direct relationship with warpage reduction. Therefore, the best solution of warpage mitigation can be solved by popular optimum process parameters and also annealing treatment.
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