Numerical simulation of the physical parameters for stable drop-on-demand inkjet performance
Source abstract
Abstract
Piezoelectric inkjet (PIJ) printing, an emerging technique in printed electronics, has driven substantial advancements in the fabrication of various functional components. However, achieving jetted droplets with a targeted volume, a stable velocity, and high reliability remains a time-consuming and labor-intensive challenge when utilizing diverse ink types for successful conductive line printing. To address these problems, a computational fluid dynamics (CFD) model was established to analyze how fluid properties affect the mechanism of single droplet formation. Firstly, the entire jetting process was simulated smoothly, encompassing four stages: ejection initiation, outlet pinch-off, front-end pinch-off, and tail breakup. Subsequently, experimental validations were performed on the droplet jetting process, jetting velocity and jetting radius based on the simulated results. Finally, the spreading process of the droplets diameter on poly-ether-ether-ketone (PEEK) substrates was also investigated. Results indicate that the number of satellite droplets can be reduced and the roundness of the droplets can be improved when the ink exhibits a viscosity greater than 5 mPa s, a surface tension less than 30 mN/m and a density greater than 1500 kg/m 3 . The simulations show qualitative agreement with the experimental results, with the maximum relative errors of 10.8 % for jetting velocity and 14.43 % for jetting radius. Additionally, the adhesive force between deposited droplets and the PEEK substrate initially increases by 4.6 % and ultimately increases by 1.3 % with the coated CT-PT layers. These findings offer a deeper and clearer insight into the rapid determination of fluid physical parameters, which is critical for manufacturing high-resolution printed patterns.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Nanomaterials and Printing Technologies · Electrowetting and Microfluidic Technologies · Electrohydrodynamics and Fluid Dynamics
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (47)
Show source-provided references
1. Multiprocess 3D printing for increasing component functionality10.1126/science.aaf2093 ↗
2. Laser sintering process optimization of microstrip antenna fabricated by inkjet printing with silver-based MOD ink10.1016/j.jmatprotec.2019.116347 ↗
3. Review of the latest industrial progress in screen printing10.1016/j.solmat.2025.113734 ↗
4. Unleashing the potential of industry viable roll-to-roll compatible technologies for perovskite solar cells: challenges and prospects10.1016/j.mattod.2024.06.013 ↗
5. Inkjet-printing-derived lead-zirconate-titanate-based thick films for printed electronics10.1016/j.matdes.2020.109324 ↗
6. Drop-on-demand (DOD) inkjet dynamics of printing viscoelastic conductive ink
7. Fabrication of modern lithium ion batteries by 3D inkjet printing: opportunities and challenges10.1016/j.heliyon.2022.e12623 ↗
8. Integrating melt electrowriting and inkjet bioprinting for engineering structurally organized articular cartilage10.1016/j.biomaterials.2022.121405 ↗
9. Flexible inkjet-printed graphene antenna on Kapton
10. A combined numerical and experimental study to elucidate primary breakup dynamics in liquid metal droplet-on-demand printing10.1063/5.0029438 ↗
11. Plasma enhanced inkjet printing of particle-free silver ink on polyester fabric for electronic devices10.1016/j.mne.2021.100103 ↗
12. Direct-write inkjet printing of Nanosilver ink (UTDAg) on PEEK substrate10.1016/j.jmapro.2020.04.046 ↗
13. Impact of inkjet printing parameters and environmental conditions on formation of 2D and 3D binder jetting geometries10.1016/j.jmapro.2021.09.024 ↗
14. Influence of ink properties and voltage parameters on piezoelectric inkjet droplet formation10.1007/s00339-020-04151-8 ↗
15. A novel method to combine fused deposition modelling and inkjet printing in manufacturing multifunctional parts for aerospace application10.1016/j.jmrt.2023.04.059 ↗
16. Progress in mechanism of ceramics inkjet printing10.3901/JME.2017.13.108 ↗
17. Numerical calculation of the fluid dynamics of drop-on-demand jets10.1147/rd.283.0322 ↗
18. Inkjet printing ceramics: from drops to solid10.1016/j.jeurceramsoc.2011.01.016 ↗
19. Reis · 2000 · 117
20. Wearable electronics of silver-Nanowire/poly(dimethylsiloxane) Nanocomposite for Smart Clothing
21. Fast fabrication of double-layer printed circuits using bismuth-based low-melting alloy beads10.1039/D0TC01806F ↗
22. A novel high-DPI and monodisperse droplet inkjet printhead with the piezoelectric cutter10.1016/j.jmapro.2024.07.029 ↗
23. Analysis of droplet stability after ejection from an inkjet nozzle10.1017/jfm.2018.251 ↗
24. Investigation and prediction of nano-silver line quality upon various process parameters in inkjet printing process based on an experimental method
25. Actuation waveform auto-design of drop-on-demand inkjet for ejection droplet without satellite10.1016/j.jmapro.2023.08.021 ↗
26. A review on viscosity and structure of high-temperature borosilicate melts10.1016/j.jnoncrysol.2025.123683 ↗
27. Investigation of driving waveform and resonance pressure in piezoelectric inkjet printing10.1007/s00339-012-7099-8 ↗
28. Modeling 3D droplet movement using a drop-on-demand inkjet printhead model10.3390/pr10081467 ↗
29. Research on the printing mechanism of electrohydrodynamic satellite-free droplets in pulsed voltage10.1016/j.jmapro.2023.05.062 ↗
30. Performance of biocompatible PEEK processed by fused deposition additive manufacturing10.1016/j.matdes.2018.03.015 ↗
31. Mechanical characterization of biocompatible PEEK by FDM10.1016/j.jmapro.2020.04.063 ↗
32. New criteria for filament breakup in droplet-on-demand inkjet printing using volume of fluid (VOF) method10.1007/s11814-015-0197-5 ↗
33. Research on stable jetting of nanoparticle Suspension ink for inkjet 3D printing10.3901/JME.2020.09.243 ↗
34. Plateau–Rayleigh instability in low-viscosity ratio stratified liquid–liquid flow10.1016/j.ijmultiphaseflow.2025.105253 ↗
35. CFD-based numerical modeling to predict the dimensions of printed droplets in electrohydrodynamic inkjet printing10.1016/j.jmapro.2021.04.003 ↗
36. Contact angle, wetting, and adhesion: a critical review10.1163/156856192X00629 ↗
37. Flight behavior of a charged droplet in electrohydrodynamics (EHD) inkjet printing using DC and AC signal
38. 3D-Printed conformal array Patch antenna using a five-axes motion printing system and Flash light sintering10.1089/3dp.2018.0106 ↗
39. Deformation characteristics of a single droplet driven by a piezoelectric nozzle of the drop-on-demand inkjet system10.1017/jfm.2019.242 ↗
40. Piezoelectric inkjet printing: the principles, fluid dynamics challenges, and applications
41. Numerical simulation of stable electrohydrodynamic cone-jet formation and printing on flexible substrate10.1016/j.mee.2020.111496 ↗
42. Investigation on high speed laser printing of silver nanoparticle inks on flexible substrates10.1016/j.apsusc.2020.145912 ↗
43. A low-viscosity liquid density detection system based on capacitive micromachined ultrasonic transducers
44. Comprehensive characterization of TiO2 inks and their application for inkjet printing of microstructures10.1016/j.colsurfa.2019.124146 ↗
45. Controllable printing droplets for high-resolution patterns10.1002/adma.201305416 ↗
46. Computational analysis model of intense pulsed sintering of silver nanoparticles
47. Enhancing interfacial bond strength between PEEK and inkjet-printed silver film through laser surface modification for additive manufacturing of electronics10.1016/j.jmrt.2024.05.007 ↗