Innovative Strategies for Technical-Economical Optimization of FDM Production

被引:11
|
作者
Zisopol, Dragos Gabriel [1 ]
Tanase, Maria [1 ]
Portoaca, Alexandra Ileana [1 ]
机构
[1] Petr Gas Univ Ploiesti, Mech Engn Dept, Ploiesti 100680, Romania
关键词
3D printing; value analysis; optimization; printing parameters; PLA; ABS; annealing; mechanical properties; MULTIOBJECTIVE OPTIMIZATION; PROCESS PARAMETERS; STRENGTH; PARTS; PLA; ABS;
D O I
10.3390/polym15183787
中图分类号
O63 [高分子化学(高聚物)];
学科分类号
070305 ; 080501 ; 081704 ;
摘要
This article introduces a multi-objective optimization approach for determining the best 3D printing parameters (layer thickness and infill percentage) to efficiently produce PLA and ABS parts, extensively analyzing mechanical behavior under tests for different traits such as tensile strength, compression, flexural, impact, and hardness. The value analysis method is used to optimize settings that balance use value (Vi- represented by mechanical characteristics) and production cost (Cp). Findings reveal that the infill percentage significantly influences the Vi/Cp ratio for tensile, compression, and hardness tests, while flexural tests are influenced by layer thickness. Impact strength is influenced nearly equally by both factors, with material-specific variations. The desirability function proved useful for optimizing processes with multiple responses, identifying the optimal parameters for the FDM process: a layer thickness of 0.15 mm with 100% infill percentage for PLA, a layer thickness of 0.20 mm with 100% infill percentage for annealed PLA, and a layer thickness of 0.15 mm with 100% infill percentage for ABS. Overall, this study guides efficient 3D printing parameter selection through a technical-economic optimization based on value analysis.
引用
收藏
页数:26
相关论文
共 50 条
  • [31] Optimization Strategies Based on Sequential Quadratic Programming Applied for a Fermentation Process for Butanol Production
    Adriano Pinto Mariano
    Caliane Bastos Borba Costa
    Dejanira de Franceschi de Angelis
    Francisco Maugeri Filho
    Daniel Ibraim Pires Atala
    Maria Regina Wolf Maciel
    Rubens Maciel Filho
    Applied Biochemistry and Biotechnology, 2009, 159
  • [32] Optimization Strategies Based on Sequential Quadratic Programming Applied for a Fermentation Process for Butanol Production
    Mariano, Adriano Pinto
    Borba Costa, Caliane Bastos
    de Angelis, Dejanira de Franceschi
    Maugeri Filho, Francisco
    Pires Atala, Daniel Ibraim
    Wolf Maciel, Maria Regina
    Maciel Filho, Rubens
    APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY, 2009, 159 (02) : 366 - 381
  • [33] Laccase activity of the ascomycete fungus Nectriella pironii and innovative strategies for its production on leaf litter of an urban park
    Goralczyk-Binkowska, Aleksandra
    Jasinska, Anna
    Dlugonski, Andrzej
    Plocinski, Przemyslaw
    Dlugonski, Jerzy
    PLOS ONE, 2020, 15 (04):
  • [34] METHODS AND STRATEGIES AVAILABLE FOR THE PROCESS-CONTROL AND OPTIMIZATION OF MONOCLONAL-ANTIBODY PRODUCTION
    FU, PC
    BARFORD, JP
    CYTOTECHNOLOGY, 1994, 14 (03) : 219 - 232
  • [35] Joint optimization of production and maintenance strategies considering a dynamic sampling strategy for a deteriorating system
    Rivera-Gomez, Hector
    Gharbi, Ali
    Kenne, Jean-Pierre
    Montano-Arango, Oscar
    Ramon Corona-Armenta, Jose
    COMPUTERS & INDUSTRIAL ENGINEERING, 2020, 140 (140)
  • [36] Nonlinear optimization of steel production using traditional and novel blast furnace operation strategies
    Helle, Hannu
    Helle, Mikko
    Saxen, Henrik
    CHEMICAL ENGINEERING SCIENCE, 2011, 66 (24) : 6470 - 6481
  • [37] Pediatric skeletal diffusion-weighted magnetic resonance imaging: part 1-technical considerations and optimization strategies
    Chaturvedi, Apeksha
    PEDIATRIC RADIOLOGY, 2021, 51 (09) : 1562 - 1574
  • [38] Statistical optimization of low-cost medium for economical production of Bacillus subtilis biosurfactant, a biocontrol agent for the olive moth Prays oleae
    Ghribi, Dhouha
    Mnif, Ines
    Boukedi, Hanen
    Kammoun, Radhouane
    Ellouze-Chaabouni, Semia
    AFRICAN JOURNAL OF MICROBIOLOGY RESEARCH, 2011, 5 (27): : 4927 - 4936
  • [39] Write, record, optimize? How musicians reflect on music optimization strategies in the creative production process
    Polak, Nick
    Schaap, Julian
    NEW MEDIA & SOCIETY, 2024,
  • [40] Innovative optimization for maximum magnetic nanoparticles production by Trichoderma asperellum with evaluation of their antibacterial activity, and application in sustainable dye decolorization
    El-Sharkawy, Reyad M.
    Khairy, Mohamed
    Zaki, Magdi E. A.
    Abbas, Mohamed H. H.
    ENVIRONMENTAL TECHNOLOGY & INNOVATION, 2024, 35