Proceedings of the International Conference on Communication and Signal Processing 2016 (ICCASP 2016)

Experimentation and Optimization of Shrinkage in Plastic Injection Molded GPPS Part

Authors
Tejas Bhirud, Rajesh Metkar
Corresponding Author
Tejas Bhirud
Available Online December 2016.
DOI
https://doi.org/10.2991/iccasp-16.2017.18How to use a DOI?
Keywords
Moldflow plastics insight, Analysis of variance, Autodesk mold-flow insight, Signal to noise
Abstract
The objective of this research is to find out the optimized process parameters for minimum shrinkage. For this purpose, the injection molded General Purpose Polystyrene (GPPS) part which is used in refrigerators is taken. The Taguchi method is used for design of experiments. For five parameters with three levels, L27 orthogonal array in case of Taguchi method is selected. The experiments are performed in Autodesk mold-flow insight simulation software with mold temperature, melt temperature, injection time, packing pressure and cooling time as process parameters. Analysis of variance is used to find out optimized set of process parameters and percentage effect of each parameter on shrinkage. Regression analysis is carried out to predict shrinkage value using regression equation. Artificial Neural Network (ANN) is used to predict shrinkage value for optimized process setting. Thus, experimental, statistical and computational approaches are used for validation of research.
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This is an open access article distributed under the CC BY-NC license.

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Proceedings
International Conference on Communication and Signal Processing 2016 (ICCASP 2016)
Part of series
Advances in Intelligent Systems Research
Publication Date
December 2016
ISBN
978-94-6252-305-0
DOI
https://doi.org/10.2991/iccasp-16.2017.18How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Tejas Bhirud
AU  - Rajesh Metkar
PY  - 2016/12
DA  - 2016/12
TI  - Experimentation and Optimization of Shrinkage in Plastic Injection Molded GPPS Part
BT  - International Conference on Communication and Signal Processing 2016 (ICCASP 2016)
PB  - Atlantis Press
UR  - https://doi.org/10.2991/iccasp-16.2017.18
DO  - https://doi.org/10.2991/iccasp-16.2017.18
ID  - Bhirud2016/12
ER  -