TY - JOUR
T1 - Exploring optimal adaptive process parameters for curved infill paths of additive manufactured carbon fibre reinforced polymers
AU - Chen, Zijue
AU - Zhang, Zixiyi
AU - Granland, Keenan
AU - Chen, Chao
AU - Tang, Yunlong
N1 - Publisher Copyright:
© 2023 Elsevier Ltd
PY - 2023/4
Y1 - 2023/4
N2 - Material Extrusion (ME) based Continuous Fibre Reinforced Polymers (CFRP) is a potential solution to the poor mechanical properties of ME parts, but the process-induced defects from the ME process can lower the quality of CFRP parts. In this work, we proposed a vision based measure algorithm with two custom metrics to quantitatively evaluate two typical defects: misalignment and twist, in the ME based CFRP fabrication process. Based on the proposed algorithm and metrics, we explored the effects of four printing parameters on the defects under different path radii for co-extrusion based process with Taguchi method. The experiments illustrate Fibre Feed Rate and Printing Speed have significant influences on fibre misalignment, whereas these parameters only show minor influences on fibre twist. Additionally, it is found that reduced printing radius can introduce more error to the defects, especially for fibre twist. Based on the analysis, optimum conditions for infill path with different curvature radii are proposed and the results of confirmation experiments support the proposed adaptive search method for printing parameters.
AB - Material Extrusion (ME) based Continuous Fibre Reinforced Polymers (CFRP) is a potential solution to the poor mechanical properties of ME parts, but the process-induced defects from the ME process can lower the quality of CFRP parts. In this work, we proposed a vision based measure algorithm with two custom metrics to quantitatively evaluate two typical defects: misalignment and twist, in the ME based CFRP fabrication process. Based on the proposed algorithm and metrics, we explored the effects of four printing parameters on the defects under different path radii for co-extrusion based process with Taguchi method. The experiments illustrate Fibre Feed Rate and Printing Speed have significant influences on fibre misalignment, whereas these parameters only show minor influences on fibre twist. Additionally, it is found that reduced printing radius can introduce more error to the defects, especially for fibre twist. Based on the analysis, optimum conditions for infill path with different curvature radii are proposed and the results of confirmation experiments support the proposed adaptive search method for printing parameters.
KW - Additive manufacturing
KW - Continuous fibre reinforced polymers
KW - Curved infill path
KW - Material extrusion
KW - Process planning
UR - http://www.scopus.com/inward/record.url?scp=85150055126&partnerID=8YFLogxK
U2 - 10.1016/j.coco.2023.101549
DO - 10.1016/j.coco.2023.101549
M3 - Article
AN - SCOPUS:85150055126
SN - 2452-2139
VL - 39
JO - Composites Communications
JF - Composites Communications
M1 - 101549
ER -