2022
DOI: 10.37358/mp.22.3.5611
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Optimal Deformation of a Small Plastic Light-guide Using Machine Learning Algorithms

Abstract: Lensknob is a component that transmits light to users. It is essential to minimize the deformation to transmit the light uniformly. As a method of finding injection molding parameters capable of minimizing the deformation, the amount of deformation of the Lensknob was predicted in advance by numerical analysis of the injection molding. However, because it takes a considerable amount of time to analyze, we used the Decision tree as a Machine Learning model. As the injection molding parameters, we set the meltin… Show more

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