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International Journal of Bioprinting                               Nozzle optimization for multi-ink bioprinting




            Table 1. Viscosity characterization of sodium alginate   2.3.6. Novel design proposal of a single nozzle in
            solutions.                                         numerical simulation
                                                               A single nozzle with high switching efficiency was proposed
             Concentration      K (Pa·s )        n (-)
                                     n
             (wt%)                                             based on numerical simulations. Initially, models of single
             0.5                2.54 × 10 −2     0.25          nozzles with asymmetric shapes were prepared. A 1.0 wt%
                                                               SA solution was used on both sides of the conjunction area
             1.0                 0.169           0.64          to  investigate  which  flow  direction  exhibited enhanced
             2.0                 0.589           0.76          switching efficiency. Based on these results, novel nozzle
                                                               designs were developed. Subsequently, 0.5 and 1.0 wt%
            pressure, and the outlet pressure was atmospheric. After   SA solutions flowed through these new nozzle designs to
            configuring these settings, a case file was generated for   evaluate Se.
            OpenFOAM.  InterFoam, a solver for multi-phase flow   2.4. Experimental procedures
            within OpenFOAM, was employed for the subsequent
            calculations.                                      2.4.1. Single nozzle preparation
                                                               The nozzles, each with a diameter of 1.5 mm, were
            2.3.3. Evaluation method in numerical simulation   fabricated using a vat polymerization-based 3D printer
            In the numerical simulation, the ink (with viscosity shown   (NOVA 3D Elfin 2, Shenzhen Nova Intelligent Technology
            in  Table 1) flowed from Inlet 1 at a rate of 2.71 × 10    Co., Shenzhen, China). These nozzles were constructed
                                                         −2
            cm /s. The parameter α, as outlined in Equation (IX), was   from  photocurable  clear  plastic  resin  (NOVA3D  High
              3
            analyzed in the conjunction area of the nozzle using the   Transparency UV Resin, Shenzhen Nova Intelligent
            numerical simulation. The t  in the numerical simulation   Technology Co., Shenzhen, China).
                                  m
            was defined as the moment when  α reached 99%, as
            illustrated in Figure 1C.                          2.4.2. Setup of printing system
                                                               A 3D printing system (FLSUN-QQ-S, Zhengzhou Chaokuo
            2.3.4. Effect of conjunction angle on switching    Electronic Technology Co., Henan, China) equipped with
            efficiency in numerical simulation                 a light source (λ = 450 nm) was used to print 3D hydrogel
            The effect of the conjunction angle on  Se  was assessed   structures.  A single nozzle, fabricated as previously
                                                                       41
            through numerical simulations. 3D models of single   described, was attached to this 3D printing system. In
            nozzles with conjunction angles of 15°, 45°, 75°, and 90°   this setup, SA-Ph ink containing  2.0 mM SPS  and  1.0
            were prepared. The conjunction angle was defined as   mM Ru(bpy)  was gelated through exposure to visible
                                                                          3
            the angle presented in Figure 1A. A 1.0 wt% SA solution   light (λ  = 450 nm). 3D structures consisting of several
            flowed into the conjunction area of each nozzle, and  t    types of bioinks, including SA-Ph, the phenol derivative
                                                         m
            was measured. Subsequently,  Se was calculated using    of hyaluronic acid and chitosan (hyaluronic acid-Ph and
            Equation (II).                                     chitosan-Ph, respectively), can be printed using the system
                                                               (Figure S3, Supporting Information).
            2.3.5. Effect of viscosity on switching efficiency in
            numerical simulation                               2.4.3. Effect of conjunction angle on switching
            The effect of viscosity on Se and the influence of conjunction   efficiency in experiment
            angles were evaluated via numerical simulations using   The effect of the conjunction angle on Se was experimentally
            single nozzles with angles of 15°, 45°, 75°, and 90°. Four   analyzed to compare the experimental findings with results
            combinations of different viscous SA solutions were tested   from  numerical  simulations.  Four  types  of  nozzles  with
                                                               angles of 15°, 45°, 75°, and 90° were prepared. Each bioink
            as follows:
                                                               was sequentially extruded at a rate of 2.71 × 10 cm /s using
                                                                                                   −2
                                                                                                       3
             1.    A 0.5 wt% SA solution flowed against a 1.0 wt% SA   a syringe pump, and the switching behavior was monitored
                  solution already present in the conjunction area.  using  a  video  camera.  t was  measured  by  analyzing
                                                                                    m
                                                               the video data, where t  is the time taken for one ink to
             2.    A 1.0 wt% SA solution flowed against a 0.5 wt% SA   completely fill the conjunction area, as shown in Figure 1D.
                                                                                  m
                  solution filled in the conjunction area.     Se was calculated for each nozzle using Equation (II).
             3.    A 0.5 wt% SA solution flowed against a 2.0 wt% SA
                  solution filled in the conjunction area.     2.4.4. Effect of viscosity on switching efficiency
                                                               in experiment
             4.    A 2.0 wt% SA solution flowed against a 0.5 wt% SA   For the analysis, 0.5, 1.0, and 2.0 wt% SA solutions, each
                  solution filled in the conjunction area.     dyed either green or pink, were utilized. SA solutions


            Volume 10 Issue 5 (2024)                       156                                doi: 10.36922/ijb.4091
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