Application of Taguchi Method in the Optimization of Injection Moulding Parameters for Manufacturing Products from Plastic Blend
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This article is published in International journal of engineering and technology.The article was published on 2010-01-01 and is currently open access. It has received 105 citations till now. The article focuses on the topics: Taguchi methods & Injection moulding.read more
Citations
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Proceedings ArticleDOI
Computer vision system for defects detection in PET preform
TL;DR: An automated computer vision system was developed for the control of PET preparation quality and it used for image processing algorithms to inspect the lateral and upper parts of the workpiece.
Posted ContentDOI
Enhancement of multilayer perceptron model training accuracy through the optimization of hyperparameters: a case study of the quality prediction of injection-molded parts
Kun-Cheng Ke,Ming-Shyan Huang +1 more
TL;DR: Stochastic gradient ascent (SGD) and stochastic gradient descent with momentum were used to optimize the artificial neural network model and through optimization of these training model hyperparameters, the width testing accuracy of the injection product improved.
Journal ArticleDOI
A Literature Review on Reducing the Warpage of Plastic Component by using Taguchi Optimization Technique, Gate location and Direction of Polishing on Core and Cavity
TL;DR: In this article, a literature review on study of application of taguchi method and suitable finishing of core and cavity, and proper gate location which will reduce the maximum war page of the plastic injection molding/component.
Journal ArticleDOI
Effect of annealing, thickness ratio and bend angle on springback of AA6061-T6 with non-uniform thickness section
TL;DR: In this article, the springback behavior of non-uniform thickness AA6061 strip with complex profile using Taguchi Method was investigated. But, it was not shown that the most significant parameter is bend angle, followed by thickness ratio and then by the annealing temperature of the specimen during bending process.
Journal ArticleDOI
Characterization of the injection molding process of passive vibration isolators
TL;DR: In this article, the variability of the mechanical properties (static stiffness, dynamic stiffness, and loss factor) observed in engine mounts used to isolate vibration caused by the engine in recreation utility vehicles were discussed.
References
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Journal ArticleDOI
Comparison of the warpage optimization in the plastic injection molding using ANOVA, neural network model and genetic algorithm
Babur Ozcelik,Tuncay Erzurumlu +1 more
TL;DR: In this paper, the effects of process parameters for thin shell plastic part were exploited using both design of experiment (DOE), Taguchi orthogonal array and finite element software MoldFlow (FE).
Journal ArticleDOI
The use of Taguchi method in the design of plastic injection mould for reducing warpage
TL;DR: In this article, the authors used the Taguchi method to test the warpage properties of a thin plate with dimension 120mm×50mm/1.5mm and showed that the most effective factor on the warpages is the melt temperature.
Journal ArticleDOI
Minimization of warpage and sink index in injection-molded thermoplastic parts using Taguchi optimization method
Tuncay Erzurumlu,Babur Ozcelik +1 more
TL;DR: In this article, a series of mold analyses were performed to exploit the warpage and sink index data to solve the quality problem occurring the injection-molded thermoplastic parts.
Journal ArticleDOI
Tensile and impact behavior of polypropylene/low density polyethylene blends
TL;DR: In this article, the authors make polypropylene (PP) and low-density polyethylene (LDPE) blends via injection molding carried out under various injection temperatures and evaluate their tensile and impact properties.