TY - JOUR
T1 - Rheological modeling of frontal-polymerization-based direct ink writing of thermoset polymers
AU - Zakoworotny, Michael
AU - Balta Bonner, Francisco Javier
AU - Kumar, Aditya
AU - Aw, Jia En
AU - Tawfick, Sameh H.
AU - Ewoldt, Randy H.
AU - Sottos, Nancy R.
AU - Geubelle, Philippe H.
N1 - This research was conducted in the Autonomous Materials Systems group at the Beckman Institute for Advanced Science and Technology at the University of Illinois Urbana-Champaign. The authors acknowledge support from DARPA as part of the NOM4D program through Award HR0011154764 . The authors also acknowledge the support of the U.S. Air Force Office of Scientific Research through Award FA9550-20-1-0194 as part of the Center of Excellence in Self-healing and Morphogenic Manufacturing.
This research was conducted in the Autonomous Materials Systems group at the Beckman Institute for Advanced Science and Technology at the University of Illinois Urbana-Champaign. The authors acknowledge support from DARPA as part of the NOM4D program through Award HR0011154764. The authors also acknowledge the support of the U.S. Air Force Office of Scientific Research through Award FA9550-20-1-0194 as part of the Center of Excellence in Self-healing and Morphogenic Manufacturing.
PY - 2024/1/5
Y1 - 2024/1/5
N2 - Ensuring a high degree of dimensional accuracy of the printed part is critical in the development of additive manufacturing techniques. The advent of computational tools to simulate additive manufacturing has provided a robust way to predict part quality during the entire process. In this paper, a multiphysics model is introduced for the novel additive manufacturing technique of frontal polymerization-based direct ink writing, which enables rapid printing of complex free-form thermoset polymeric structures with excellent strength and stiffness. In direct ink writing, the fluid should possess suitable yield stress behavior to be successfully extruded and cured, and swelling of the fluid upon extrusion impacts the dimension of the printed filament. This model describes the thermo-chemo-rheological behavior of the printing gel during extrusion and polymerization, based on experimental measurements of the nonlinear viscoelastic and cure kinetics behavior. This model is applied to the FP-based printing process by considering an Eulerian domain that follows the motion of the printer head. Simulation results are presented for the vertical printing of both cylindrical filaments and annular tubes. The effect of process parameters on the dimensional accuracy of the printed part and the position of the polymerization front downstream from the printer head are investigated under steady and unsteady print speeds. Measurements from printing experiments validate the accuracy of the model.
AB - Ensuring a high degree of dimensional accuracy of the printed part is critical in the development of additive manufacturing techniques. The advent of computational tools to simulate additive manufacturing has provided a robust way to predict part quality during the entire process. In this paper, a multiphysics model is introduced for the novel additive manufacturing technique of frontal polymerization-based direct ink writing, which enables rapid printing of complex free-form thermoset polymeric structures with excellent strength and stiffness. In direct ink writing, the fluid should possess suitable yield stress behavior to be successfully extruded and cured, and swelling of the fluid upon extrusion impacts the dimension of the printed filament. This model describes the thermo-chemo-rheological behavior of the printing gel during extrusion and polymerization, based on experimental measurements of the nonlinear viscoelastic and cure kinetics behavior. This model is applied to the FP-based printing process by considering an Eulerian domain that follows the motion of the printer head. Simulation results are presented for the vertical printing of both cylindrical filaments and annular tubes. The effect of process parameters on the dimensional accuracy of the printed part and the position of the polymerization front downstream from the printer head are investigated under steady and unsteady print speeds. Measurements from printing experiments validate the accuracy of the model.
KW - Additive manufacturing
KW - Frontal polymerization
KW - Multiphysics modeling
KW - Nonlinear viscoelastic fluid
KW - Thermo-chemo- rheological process
UR - http://www.scopus.com/inward/record.url?scp=85175735738&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85175735738&partnerID=8YFLogxK
U2 - 10.1016/j.cma.2023.116565
DO - 10.1016/j.cma.2023.116565
M3 - Article
AN - SCOPUS:85175735738
SN - 0045-7825
VL - 418
JO - Computer Methods in Applied Mechanics and Engineering
JF - Computer Methods in Applied Mechanics and Engineering
M1 - 116565
ER -