Nguyen Van-Thuc, Uyen Tran Minh The, Minh Pham Son, Do Thanh Trung, Huynh Trung H, Nguyen Tronghieu, Nguyen Vinh Tien, Nguyen Van Thanh Tien
Faculty of Mechanical Engineering, Ho Chi Minh City University of Technology and Education, Ho Chi Minh City 71307, Vietnam.
Faculty of Mechanical Engineering, Industrial University of Ho Chi Minh City, Nguyen Van Bao Street, Ward 4, Go Vap District, Ho Chi Minh City 70000, Vietnam.
Polymers (Basel). 2023 Oct 16;15(20):4102. doi: 10.3390/polym15204102.
This study examines the impact of injection parameters on the weld line strength of the polyamide 6 and 30% fiberglass (PA6 + 30% FG) composite samples. The effects of filling time, packing time, packing pressure, melt temperature, and mold temperature on the ultimate tensile strength (UTS) and the elongation value of the weld line are investigated. The results reveal that the filling time factor has the lowest influence rate. On the contrary, the packing pressure has the most considerable value of UTS standard deviation, indicating that this factor has a high impact rate. The melt temperature factor has the highest elongation standard deviation, pointing out the strong impact of melt temperature on the elongation value. In reverse, the filling time factor has the lowest elongation standard deviation, showing the low impact of this factor on the elongation value. Increasing the mold temperature enhances the elongation value greatly because a higher temperature generates a better connection in the weld line area. Although the UTS value improves modestly when the mold temperature control system is used, the elongation result from the mold temperature parameter is better than expected. The UTS result from all parameters presents a minor deviation; therefore, it is lower than expected. The optimal strength result from artificial neural networks with genetic algorithm optimization is 85.1 MPa, which is higher than the best experiment result of 76.8 MPa. Scanning electron microscopy (SEM) results show that the interface between the fiberglass and the PA matrix has high adherence. The fracture surface is smooth, indicating that the PA6 + 30% FG composite sample has a high fragility level. The findings could help to increase the injection sample's weld line strength by optimizing the injection molding conditions.
本研究考察了注射参数对聚酰胺6与30%玻璃纤维(PA6 + 30% FG)复合材料样品熔接线强度的影响。研究了填充时间、保压时间、保压压力、熔体温度和模具温度对熔接线的极限拉伸强度(UTS)和伸长率值的影响。结果表明,填充时间因素的影响率最低。相反,保压压力的UTS标准偏差值最大,表明该因素的影响率较高。熔体温度因素的伸长率标准偏差最高,表明熔体温度对伸长率值有很大影响。相反,填充时间因素的伸长率标准偏差最低,表明该因素对伸长率值的影响较小。提高模具温度可大大提高伸长率值,因为较高的温度会在熔接线区域产生更好的连接。虽然使用模具温度控制系统时UTS值有适度提高,但模具温度参数的伸长率结果优于预期。所有参数的UTS结果偏差较小;因此,低于预期。采用遗传算法优化的人工神经网络得到的最佳强度结果为85.1 MPa,高于最佳实验结果76.8 MPa。扫描电子显微镜(SEM)结果表明,玻璃纤维与PA基体之间的界面具有较高的附着力。断口表面光滑,表明PA6 + 30% FG复合材料样品的脆性水平较高。这些发现有助于通过优化注塑条件提高注塑样品的熔接线强度。