Optimization of injection-molding process for thin-walled polypropylene part using artificial neural network and Taguchi techniques

M Moayyedian, A Dinc, A Mamedov - Polymers, 2021 - mdpi.com
Plastics are commonly used engineering materials, and the injection-molding process is
well known as an efficient and economic manufacturing technique for producing plastic parts …

Optimization of removal process parameters of polyvinyl butyral cooling channel in rapid silicone rubber molds using the Taguchi method

CC Kuo, JG Peng, PC Hong, QZ Tasi… - The International Journal …, 2023 - Springer
In practice, the cooling channel (CC) is commonly used in the injection molding (IM)
because the cooling is an important stage in the IM process. Traditionally, the acetone …

Multi-objective optimization of liquid silica array lenses based on Latin hypercube sampling and constrained generative inverse design networks

H Chang, S Lu, Y Sun, G Zhang, L Rao - Polymers, 2023 - mdpi.com
Highlights What are the main findings? In this study, we apply the Latin hypercube sampling
method for sampling and combine the CGIDN and response surface modeling methods …

Optimized injection-molding process for thin-walled polypropylene part using genetic programming and interior point solver

M Moayyedian, MRC Qazani… - The International Journal …, 2023 - Springer
In this paper, the injection molding technique is selected, and different internal and external
defects have been evaluated, including warpage, short shot, and shrinkage. Different …

A predictive modelling strategy for warpage and shrinkage defects in plastic injection molding using fuzzy logic and pattern search optimization

SO Otieno, JM Wambua, FM Mwema… - Journal of Intelligent …, 2024 - Springer
Quality control through defect minimization has been the central theme in plastic injection
molding research. This study contributes to this course through the introduction of an …

Effect of melt temperature on product properties of injection-molded high-density polyethylene

İ Karagöz, Ö Tuna - Polymer Bulletin, 2021 - Springer
Recently, injection molding process has generated growing interest, exhibiting great
potential to easily fabricate unique polymeric materials for industrial applications. To …

[PDF][PDF] 'Design of combined AHP-TOPSIS model for optimizing the selection of injection molding machines

F Tayalati, I Boukrouh, L Bouhsaien, A Azmani… - Int. J. Eng, 2024 - researchgate.net
In injection molding manufacturing, selection of the optimal machine from various
alternatives is a crucial strategy for enhancing productivity, cost-effectiveness, and …

Automated and robust multi-objective optimal design of thin-walled product injection process based on hybrid RBF-MOGA

QQ Feng, X Zhou - The International Journal of Advanced Manufacturing …, 2019 - Springer
An automated and robust multi-objective optimal design system has been developed and
carried out on the optimization of injection process parameters. A hybrid multi-objective …

Predicting the engine trade-off study and performance characteristics using different blends of methyl Ester fish oil and higher alcohol with aid of artificial neural …

SK Gugulothu, J Ramachander, AK Kumar - Heat and Mass Transfer, 2021 - Springer
The present works focus on the preparation of a novel bio-diesel from Methyl esters fish oil
and assessment in a compression ignition engine. The process is optimized with different oil …

Self‐optimization of the V/P switchover and packing pressure for online viscosity compensation during injection molding

Y Xu, P Xie, N Fu, X Jiao, J Wang, G Liu… - Polymer Engineering …, 2022 - Wiley Online Library
Injection molding (IM) is one of the essential forming methods for thermoplastic polymers,
which is widely used in modern industries such as automobiles, electronics, and medical …