Printing Parameter Optimization of Additive Manufactured PLA Using Taguchi Design of Experiment

被引:3
|
作者
Ahmed, Bilal Anjum [1 ]
Nadeem, Uzair [2 ]
Hakeem, Abbas Saeed [3 ]
Ul-Hamid, Anwar [1 ]
Khan, Mohd Yusuf [3 ]
Younas, Muhammad [1 ]
Saeed, Hasan Aftab [2 ]
机构
[1] King Fahd Univ Petr & Minerals, Res Inst, Core Res Facil CRF, Dhahran 31261, Saudi Arabia
[2] Natl Univ Sci & Technol NUST, Dept Mech Engn, Islamabad 44000, Pakistan
[3] King Fahd Univ Petr & Minerals, Res Inst, Interdisciplinary Ctr Hydrogen Energy Storage IRC, Dhahran 31261, Saudi Arabia
关键词
fused deposition modelling; 3D printing; Taguchi optimization; tensile strength; PLA; POLYMER; COMPOSITES; METAL;
D O I
10.3390/polym15224370
中图分类号
O63 [高分子化学(高聚物)];
学科分类号
070305 ; 080501 ; 081704 ;
摘要
Three-dimensional printing (3DP), known as additive layer manufacturing (ALM), is a manufacturing process in which a three-dimensional structure is constructed by successive addition of deposited layers. Fused Deposition Modeling (FDM) has evolved as the most frequently utilized ALM process because of its cost-effectiveness and ease of operation. Nevertheless, layer adhesion, delamination, and quality of the finished product remain issues associated with the FDM process parameters. These issues need to be addressed in order to satisfy the requirements commonly imposed by the conventional manufacturing industry. This work is focused on the optimization of the FDM process and post-process parameters for Polylactic acid (PLA) samples in an effort to maximize their tensile strength. Infill density and pattern type, layer height, and print temperature are the process parameters, while annealing temperature is the post-process parameter considered for the investigation. Analysis based on the Taguchi L18 orthogonal array shows that the gyroid infill pattern and annealing cycle at 90 degrees C results in a maximum ultimate tensile strength (UTM) of 37.15 MPa. Furthermore, the regression model developed for the five variables under study was able to predict the UTS with an accuracy of more than 96%.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Optimization of process variables for additive manufactured PLA based tensile specimen using taguchi design and artificial neural network (ANN) technique
    Teharia, Rishabh
    Singari, Ranganath M.
    Kumar, Harish
    Materials Today: Proceedings, 2022, 56 : 3426 - 3432
  • [2] Optimization of process variables for additive manufactured PLA based tensile specimen using taguchi design and artificial neural network (ANN) technique
    Teharia, Rishabh
    Singari, Ranganath M.
    Kumar, Harish
    MATERIALS TODAY-PROCEEDINGS, 2022, 56 : 3426 - 3432
  • [3] Optimization of printing using a statistical design of experiment
    Tavcer, Petra Forte
    Lavric, Pavla Krizman
    Bednjac, Jasna
    Bukosek, Vili
    TEKSTILEC, 2009, 52 (1-3) : 7 - 23
  • [4] TAGUCHI DESIGN OF EXPERIMENT FOR THE OPTIMIZATION OF ELECTROCHEMICAL POLISHING OF METAL ADDITIVE MANUFACTURING COMPONENTS
    Brent, Denikka
    Saunders, Tyler Alyssa
    Moreno, Francisco Garcia
    Tyagi, Pawan
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2016, VOL. 2, 2016,
  • [5] Taguchi design of experiment for wafer bumping by stencil printing
    Lau, J
    Chang, C
    50TH ELECTRONIC COMPONENTS & TECHNOLOGY CONFERENCE - 2000 PROCEEDINGS, 2000, : 1705 - 1711
  • [6] Taguchi design of experiment for wafer bumping by stencil printing
    Lau, JH
    Chang, C
    IEEE TRANSACTIONS ON ELECTRONICS PACKAGING MANUFACTURING, 2000, 23 (03): : 219 - 225
  • [7] Optimal Molding Parameter Design of PLA Micro Lancet Needles using Taguchi Method
    Wang, Min-Wen
    Jeng, Jia-Haur
    Fu, Gong-Loung
    IEEE/SOLI'2008: PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS, VOLS 1 AND 2, 2008, : 2731 - +
  • [8] Optimal Molding Parameter Design of PLA Micro Lancet Needles Using the Taguchi Method
    Wang, Min-Wen
    Jeng, Jia-Haur
    POLYMER-PLASTICS TECHNOLOGY AND ENGINEERING, 2009, 48 (07) : 730 - 735
  • [9] Optimization of 3D Printing Parameters for Enhanced PLA Tensile Strength Using the Taguchi Method
    Mahameru, Rolland Darin Khalifah
    Faizin, Ahmad Khairul
    Lamura, M. Danny Pratama
    Lestari, Wahyu Dwi
    INTERNATIONAL JOURNAL OF AUTOMOTIVE AND MECHANICAL ENGINEERING, 2025, 22 (01) : 12035 - 12047
  • [10] Synthesis of silver chromate nanoparticles: Parameter optimization using Taguchi design
    Alamdari, R. Fareghi
    Hajimirsadeghi, S. S.
    Kohsari, I.
    INORGANIC MATERIALS, 2010, 46 (01) : 60 - 64