Coupled quadrilateral grid level set scheme for piezoelectric ink-jet simulation
View Patent ↗Methods for finite-difference-based inkjet simulation enable more precise control of ink droplet size and shape. A discrete transformation (mapping) is constructed so that a quadrilateral grid in physical space is transferred to the uniform square grid in a computational space. Since the grid in the computational space is square, numerical finite difference differentiation can be easily done. Governing partial differential equations, including a viscosity term, a surface tension term, and a level set convection equation for two-phase flows, are derived on the quadrilateral grid and then transformed to the computational space for application on the uniform square grid. A stable and powerful numerical algorithm is developed to solve the derived and transformed equations to enable finite-difference-based ink-jet simulation.
1. A method for simulating and analyzing two-phase fluid flow through at least a portion of, and ejection from, a channel through at least the portion of which an interface between a first fluid in a first phase and a second fluid in a second phase moves, the method comprising the steps of:
(a) performing finite difference analysis, with reference to both a quadrilateral grid in a physical space and a uniform square grid in a computational space, equations governing two-phase fluid flow including a level set convection equation having a level set function for the flow of the first and second fluids through at least the portion of the channel, the level set function taking into consideration the effect of the interface as it moves through at least the portion of the channel, wherein the equations are first derived for the quadrilateral grid in the physical space and then transformed to the computational space for application on the uniform square grid on which the equations are solved; and
(b) simulating the flow of the first fluid through at least the portion of, and ejection from, the channel based on the performed finite difference analysis.
2. The method of claim 1 , wherein the first fluid is ink, the second fluid is air, and the channel comprises an ink-jet nozzle that is part of a piezoelectric ink-jet head.
3. A method for simulating and analyzing two-phase fluid flow through at least a portion of, and ejection from, a channel through at least the portion of which an interface between a first fluid in a first phase and a second fluid in a second phase moves, the method comprising the steps of:
(a) deriving partial differential equations, including a level set convection equation having a level set function, applicable to a quadrilateral grid in a physical space, including deriving a viscosity term, a surface tension term, and a level set convection equation for two-phase flows;
(b) calculating a transformation for transforming the derived partial differential equations for application to a uniform square grid in a computational space; and
(c) solving the derived and transformed partial differential equations to determine the flow of the first fluid through at least the portion of, and ejection from, the channel, wherein the level set function takes into consideration the interface as it moves.
4. The method of claim 3 , wherein in step (c) the derivatives of velocity, pressure, and the level set function for the flow of the first fluid in the derived and transformed partial differential equations are calculated with reference to the uniform square grid in the computational space.
5. The method of claim 3 , wherein the first fluid is ink, the second fluid is air, and the channel comprises an ink-jet nozzle that is part of a piezoelectric ink-jet head.
6. An apparatus for simulating and analyzing two-phase fluid flow through at least a portion of, and ejection from, a channel through at least the portion of which an interface between a first fluid in a first phase and a second fluid in a second phase moves, the apparatus comprising:
means for performing finite difference analysis, with reference to both a quadrilateral grid in a physical space and a uniform square grid in a computational space, equations governing two-phase fluid flow including a level set convection equation having a level set function for the flow of the first and second fluids through at least the portion of the channel, the level set function taking into consideration the effect of the interface as it moves through at least the portion of the channel, wherein the equations are first derived for the quadrilateral grid in the physical space and then transformed to the computational space for application on the uniform square grid on which the equations are solved; and
means for simulating the flow of the first fluid through at least the portion of, and ejection from, the channel based on the performed finite difference analysis.
7. The apparatus of claim 6 , wherein the performing means comprises a program of instructions embodied in software, hardware, or combination thereof.
8. The apparatus of claim 6 , wherein the simulating means comprises a display for visually observing the simulation.
9. The apparatus of claim 6 , wherein the first fluid is ink, the second fluid is air, and the channel comprises an ink-jet nozzle that is part of a piezoelectric ink-jet head.
10. An apparatus for simulating and analyzing two-phase fluid flow through at least a portion of, and ejection from, a channel through at least the portion of which an interface between a first fluid in a first phase and a second fluid in a second phase moves, the apparatus comprising:
means for deriving partial differential equations, including a level set convection equation having a level set function, applicable to a quadrilateral grid in a physical space, including deriving a viscosity term, a surface tension term, and a level set convection equation for two-phase flows;
means for calculating a transformation for transforming the derived partial differential equations for application to a uniform square grid in a computational space; and
means for solving the derived and transformed partial differential equations to determine the flow of the first fluid through at least the portion of, and ejection from, the channel, wherein the level set function takes into consideration the interface as it moves.
11. The apparatus of claim 10 , wherein the solving means calculates, with reference to the uniform square grid in the computational space, the derivatives of velocity, pressure, and the level set function for the flow of the first fluid in the derived and transformed partial differential equations.
12. The apparatus of claim 10 , wherein the first fluid is ink, the second fluid is air, and the channel comprises an ink-jet nozzle that is part of a piezoelectric ink-jet head.
13. A storage medium having a program of instructions for directing a machine to perform a method for simulating and analyzing two-phase fluid flow through at least a portion of, and ejection from, a channel through at least the portion of which an interface between a first fluid in a first phase and a second fluid in a second phase moves, the program of instructions comprising instructions for:
(a) performing finite difference analysis, with reference to both a quadrilateral grid in a physical space and a uniform square grid in a computational space, equations governing two-phase fluid flow including a level set convection equation having a level set function for the flow of the first and second fluids through at least the portion of the channel, the level set function taking into consideration the effect of the interface as it moves through at least a portion of the channel, wherein the equations are first derived for the quadrilateral grid in the physical space and then transformed to the computational space for application on the uniform square grid on which the equations are solved; and
(b) simulating the flow of the first fluid through at least the portion of, and ejection from, the channel based on the performed finite difference analysis.
14. The storage medium of claim 13 , wherein the first fluid is ink, the second fluid is air, and the channel comprises an ink-jet nozzle that is part of a piezoelectric ink-jet head.
15. A storage medium having a program of instructions for directing a machine to perform a method for simulating and analyzing two-phase fluid flow through at least a portion of, and ejection from, a channel through which at least the portion of which an interface between a first fluid in a first state and a second fluid in a second state moves, the program of instructions comprising instructions for:
(a) deriving partial differential equations, including a level set convection equation having a level set function, applicable to a quadrilateral grid in a physical space, including deriving a viscosity term, a surface tension term, and a level set convection equation for two-phase flows;
(b) calculating a transformation for transforming the derived partial differential equations for application to a uniform square grid in a computational space; and
(c) solving the derived and transformed partial differential equations to determine the flow of the first fluid through at least the portion of, and ejection from, the channel, wherein the level set function takes into consideration the interface as it moves.
16. The storage medium of claim 15 , wherein in instructions (c) the derivatives of velocity, pressure, and the level set function for the flow of the first fluid in the derived and transformed partial differential equations are calculated with reference to the uniform square grid in the computational space.
17. The storage medium of claim 15 , wherein the first fluid is ink, the second fluid is air, and the channel comprises an ink-jet nozzle that is part of a piezoelectric ink-jet head.