用于MEX3D打印的增强纳米复合材料的优化仍然是强有力的工业主张。在这里,三种建模方法的功效,即,全阶乘(FFD),田口(TD),和Box-Behnken(BBD),对MEX3D打印纳米复合材料的性能进行了研究,旨在减少实验工作量。开发了用纤维素纳米纤维(CNF)增强的医用级聚酰胺12(PA12)的长丝。除了CNF装载,诸如喷嘴(NT)和床(BT)温度的3D打印设置是旨在最大化机械响应的优化目标。FFD的三个参数和三个级别符合ASTM-D638标准(27次运行,五次重复)。编译了L9正交TD和15次运行BBD。在FFD中,wt3%CNF,270°CNT,与纯PA12相比,80°C的BT导致了24%的拉伸强度。TGA,拉曼,和SEM分析解释了加固机理。TD和BBD表现出相当的近似,需要7.4%和11.8%的FFD实验努力。
Optimization of reinforced nanocomposites for MEX 3D-printing remain strong industrial claims. Herein, the efficacy of three modeling methods, i.e., full factorial (FFD), Taguchi (TD), and Box-Behnken (BBD), on the performance of MEX 3D printed nanocomposites was investigated, aiming to reduce the experimental effort. Filaments of medical-grade Polyamide 12 (PA12) reinforced with Cellulose NanoFibers (CNF) were evolved. Besides the CNF loading, 3D printing settings such as Nozzle (NT) and Bed (BΤ) Temperatures were optimization goals aiming to maximize the mechanical response. Three parameters and three levels of FFD were compliant with the ASTM-D638 standard (27 runs, five repetitions). An L9 orthogonal TD and a 15 runs BBD were compiled. In FFD, wt.3%CNF, 270 °C NT, and 80 °C BΤ led to 24% higher tensile strength compared to pure PA12. TGA, RAMAN, and SEM analyses interpreted the reinforcement mechanisms. TD and BBD exhibited fair approximations, requiring 7.4% and 11.8% of the FFD experimental effort.