Optimization of 3D printed parameters for socket prosthetic manufacturing using the taguchi method and response surface methodology

Lestari，Wahyu Dwi1,2; Adyono，Ndaru1; Faizin，Ahmad Khairul1; Haqiyah，Aridhotul2,3; Sanjaya，Kadek Heri2; Nugroho，Asep2; Kusmasari，Wyke2,4; Ammarullah，Muhammad Imam5,6,7

2024-03-01

10.1016/j.rineng.2024.101847

Results in Engineering   影响因子和分区

2590-1230

The most prevalent 3D printing technology on the market currently is Fused deposition modeling (FDM). The main objective of this study is to analyze the effect of the FDM process parameters on the printing time and socket weight of the printed socket prosthetic process as a component of the transtibial prosthesis. Optimization and modeling of the 3D printing prosthetic socket process were carried out using the Taguchi and RSM methods. The Taguchi method was used to evaluate the influence of various factors (socket thickness, layer height, infill density, print speed, and nozzle temperature) on the amount of printing time and socket weight. Furthermore, the factors that have a significant effect are selected and modeled using the RSM method to obtain the highest percentage of printing time and socket weight. The applied material is polylactic acid (PLA) filament. Five printing process parameters were socket thickness (3 mm, 4 mm, 5 mm), layer height (0.1 mm, 0.15 mm, 0.3 mm), infill density (80 %, 90 %, 100 %), print speed (70 mm/s, 80 mm/s, 90 mm/s) and nozzle temperature (190 °C, 200 °C, 210 °C). The proposed quadratic models for reducing both printing time and socket weight were in good accordance with the actual experimental data. The coefficients of determination (R) for test data were 0.9743 and 0.9993 for printing time and socket weight, respectively.

) 3D printing Fused deposition modeling (FDM Polylactic acid (PLA) RSM Socket prosthetic Taguchi method

ESCI ; EI

英语

其他

2-s2.0-85184031649

Scopus

1.Department of Mechanical Engineering,Faculty of Engineering,University of Pembangunan Nasional Veteran Jawa Timur,Surabaya,East Java,60294,Indonesia
2.Research Centre for Smart Mechatronics,Research Organisation for Electronics and Informatics,National Research and Innovation Agency (BRIN),Bandung,West Java,40135,Indonesia
3.Department of Physical Education Health and Recreation,Faculty of Teacher Training and Education,Universitas Islam 45,Bekasi,West Java,17113,Indonesia
4.Department of Industrial Engineering,Faculty of Engineering,Universitas Serang Raya,Serang,Banten,42162,Indonesia
5.Department of Mechanics and Aerospace Engineering,College of Engineering,Southern University of Science and Technology,Shenzhen,Guangdong,518055,China
6.Biomechanics and Biomedics Engineering Research Centre,Universitas Pasundan,Bandung,West Java,40153,Indonesia
7.Undip Biomechanics Engineering & Research Centre (UBM-ERC),Universitas Diponegoro,Semarang,Central Java,50275,Indonesia

Lestari，Wahyu Dwi,Adyono，Ndaru,Faizin，Ahmad Khairul,et al. Optimization of 3D printed parameters for socket prosthetic manufacturing using the taguchi method and response surface methodology[J]. Results in Engineering,2024,21.

Lestari，Wahyu Dwi.,Adyono，Ndaru.,Faizin，Ahmad Khairul.,Haqiyah，Aridhotul.,Sanjaya，Kadek Heri.,...&Ammarullah，Muhammad Imam.(2024).Optimization of 3D printed parameters for socket prosthetic manufacturing using the taguchi method and response surface methodology.Results in Engineering,21.

Lestari，Wahyu Dwi,et al."Optimization of 3D printed parameters for socket prosthetic manufacturing using the taguchi method and response surface methodology".Results in Engineering 21(2024).