The Optimization of Packaging System Process Parameters Using Taguchi Method

Fagbolagun, I.O.; Oke, Sunday Ayoola

doi:10.24002/ijieem.v2i1.3694

Cited by 5 publications

(2 citation statements)

References 34 publications

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“…Next, data in bold will be used to confirm the experiments to obtain the lowest density value. If a combination of each level of factors is used as in the table above, it is predicted that it will be able to reduce the density level [23].…”

Section: Resultsmentioning

confidence: 99%

Blending Process of Cellulose Nanofiber /Polyvin y l Alco hol (NFC/PVA) For Paper Coating Application

Ni Made Sudri,

Handayani,

Ratnawati

et al. 2023

Jurnal Sains Materi Indonesia

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This paper describes how to make films using polyvinyl alcohol (PVA) and nanofiber cellulose (NFC). In this study, different NFC and PVA ratios were varied. To achieve ideal condition during the film making process, several characteristics, including as density and viscosity, have been investigated using Taguchi method. The results showed two main outcomes. To obtain optimal viscosity, the NFC/PVA ratio factor is 5/95, the volume/volume ratio is 10%, and the sonication time is 7 minutes. For optimal density, several conditions can be used, including a NFC/PVA ratio of 10/90, volume/volume ratio of 3%, and a sonication time of 5 minutes. The experimental results confirmed the average viscosity response of 129.99 ± 13.33 and the S/N ratio of -42.64 ± 0.56. The experimental results of the Taguchi method were -42.64 ± 0.56 and the S/N ratio was -42.92 ± 0.67. Meanwhile, the response data for the Taguchi methodal density averaged at 1.042 ± 0.013 and the S/N ratio was -0.365 ± 0.104. For the results of the experimental condition were 1.126 ± 0.015 and the S/N ratio of -1.031 ± 0.124.From these data, it can be concluded that there is an increase in the average and variability which indicates that the blending process is getting better with the use of NFC.

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Section: Resultsmentioning

confidence: 99%

Blending Process of Cellulose Nanofiber /Polyvin y l Alco hol (NFC/PVA) For Paper Coating Application

Ni Made Sudri,

Handayani,

Ratnawati

et al. 2023

Jurnal Sains Materi Indonesia

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“…To identify the combination of components and levels to utilize in an effective experiment and analyze the trial findings, the Taguchi technique employs a special set of matrices known as orthogonal arrays [9]. Taguchi Orthogonal Arrays ensure that in studies, all controlled variables are equally considered.…”

Section: Orthogonal Arraymentioning

confidence: 99%

SELECTING OPTIMAL PROCESS PARAMETERS OF Al2O3/C COMPOSITE USING GRA WITH PCA AND TAGUCHI’S QLF APPROACH

Syahzaqi

Rochmanto

Ahsan

2022

BAREKENG: J. Math. & App.

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The aim of this study is to find the controlled factors affecting the mass density of the combined Al2O3/Cu. All experiments were carried out using powder metallurgy. Experiments were carried out with four controllable powder processing parameters, namely milling time, compaction pressure, sintering temperature, and holding time. The L18 mixed-level Taguchi Orthogonal Array was used for experimental because it is the basis for the analysis of the Taguchi method. In this research, statistical analysis is carried out using GRA with PCA and Quality Loss Function. The result was the best model based on the Quality Loss Function, because the method has the biggest determination coefficient value is 99,97% where the results is better than GRA with PCA. From the main effect table study, the optimal combination of parameters for response: mass density and hardness are A2B3C3D2 powder metallurgical process parameters, namely milling time of 360 minutes, compacting powder of 200 MPa, sintering of 7000C, and holding time of 20 minutes. The ANOVA results show that the compaction pressure has the most influential parameter that affects the response. The percentage contribution of compaction pressure is 87.09%. Based on ANOVA, the R-squared value is 99.97%, which means the tested factor variables can explain the density of the Al2O3/Cu composite by 99.70%. Therefore, only 18 experimental trials are needed to discover the reality of what will happen in the process.

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Mathematical modeling and research of optimal cutting of cardboard packaging

Mlynko

Musii

Nakonechnyi

2021

Fìz.-mat. model. ìnf. tehnol.

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A mathematical model describing the goal function is suggested. Its arguments are the geometric parameters of a particular type of cardboard packaging. The goal function is studied to the extreme to determine their optimal values at the lowest cardboard consumption. The optimal geometric parameters for prismatic packages of a given volume have been found. The unification of components of this prismatic packaging is performed. The dependence of the packaging material area on the values of geometric parameters of a specific prismatic package is numerically analyzed.

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The Optimization of Packaging System Process Parameters Using Taguchi Method

Cited by 5 publications

References 34 publications

Blending Process of Cellulose Nanofiber /Polyvin y l Alco hol (NFC/PVA) For Paper Coating Application

Blending Process of Cellulose Nanofiber /Polyvin y l Alco hol (NFC/PVA) For Paper Coating Application

SELECTING OPTIMAL PROCESS PARAMETERS OF Al2O3/C COMPOSITE USING GRA WITH PCA AND TAGUCHI’S QLF APPROACH

Mathematical modeling and research of optimal cutting of cardboard packaging

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