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
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