Computer-implemented simulation method for injection-molding process
10960592 ยท 2021-03-30
Assignee
Inventors
- Chih-Chung Hsu (Chupei, TW)
- You-Sheng Zhou (Chupei, TW)
- Chia-Hsiang Hsu (Chupei, TW)
- Rong-Yeu Chang (Chupei, TW)
Cpc classification
B29C2945/7606
PERFORMING OPERATIONS; TRANSPORTING
G06F30/23
PHYSICS
B29C2945/7601
PERFORMING OPERATIONS; TRANSPORTING
B29C45/7693
PERFORMING OPERATIONS; TRANSPORTING
B29C45/80
PERFORMING OPERATIONS; TRANSPORTING
B29C45/77
PERFORMING OPERATIONS; TRANSPORTING
B29C45/766
PERFORMING OPERATIONS; TRANSPORTING
International classification
B29C45/76
PERFORMING OPERATIONS; TRANSPORTING
B29C45/80
PERFORMING OPERATIONS; TRANSPORTING
G06F30/23
PHYSICS
Abstract
A computer-implemented simulation method for use in a molding process by a computer process is disclosed. The method includes steps of specifying a simulating domain comprising a mold cavity and a barrel of an injection machine, wherein the barrel is configured to connect to the mold cavity; creating at least one mesh by dividing at least part of the simulating domain; specifying boundary conditions of the mesh by taking into consideration at least one motion of a screw in the barrel; and simulating a first injection-molding process of a molding material by using the boundary conditions to generate a plurality of molding conditions.
Claims
1. A method for operating an inj ection-molding apparatus, wherein the injection-molding apparatus comprises: a mold defining a mold cavity; and an injection machine including a barrel and a screw being movable in the barrel, the barrel being configured to connect to the mold cavity and including a screw movement zone in which the screw moves to inject a molding material into the mold cavity, the method comprising: specifying, via computer-assisted engineering simulation software, a simulating domain comprising the mold cavity, the barrel, and the screw; creating, via computer-assisted engineering simulation software, at least one mesh by dividing the mold cavity and the screw movement zone into mesh components; determining, via computer-assisted engineering simulation software, boundary conditions of the mesh by taking into consideration at least one motion of the screw in the barrel to process the molding material in the barrel; simulating, via computer-assisted engineering simulation software, a first injection-molding process to force the molding material out of the barrel and into the mold cavity by moving the screw using the boundary conditions, wherein the simulation generates a plurality of molding conditions indicating phenomena of the molding material transferred from the barrel and into the mold cavity from a calculation using factors in a part of the mesh components associated with the screw movement zone, the factors including a volume of the molding material and a volume of the screw in the part of the mesh components, thereby accurately predicting a melt front of the molding material in the mold cavity; and adjusting operations of the injection-molding apparatus for performing an actual molding by using the generated plurality of molding conditions.
2. The method of claim 1, further comprising simulating, via computer-assisted engineering simulation software, at least one second injection-molding process of the molding material using the boundary conditions and the plurality of molding conditions.
3. The method of claim 1, wherein the plurality of molding conditions comprise a temperature distribution across the molding material, a pressure in the barrel, and a flow rate of the molding material.
4. The method of claim 1, wherein the boundary conditions of the mesh are determined using a plurality of divisions that define a desired movement of the screw in the screw movement zone with respect to time.
5. The method claim 4, wherein at least one of the divisions includes plural ones of the mesh components.
6. The method of claim 5, wherein a density and a viscosity of the mesh component partially occupied by the screw and partially filled with the molding material are described by equations as shown below:
7. The method of claim 1, wherein an amount of the molding material injected into the mold cavity by the screw in the barrel is described by an equation as shown below:
8. The method of claim 1, wherein the at least one motion of the screw is at least one linear motion of the screw in the barrel while the molding material is injected into the mold cavity.
9. The method of claim 1, wherein the at least one motion of the screw is used for determining a position of a front surface of the screw in the barrel.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
(1) A more complete understanding of the present disclosure may be derived by referring to the detailed description and claims. The disclosure should also be understood to be coupled to the figures' reference numbers, which refer to similar elements throughout the description.
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DETAILED DESCRIPTION
(15) Embodiments, or examples, of the disclosure illustrated in the drawings are now described using specific language. It shall be understood that no limitation of the scope of the disclosure is hereby intended. Any alteration or modification of the described embodiments, and any further applications of principles described in this document, are to be considered as normally occurring to one of ordinary skill in the art to which the disclosure relates. Reference numerals may be repeated throughout the embodiments, but this does not necessarily mean that feature(s) of one embodiment apply to another embodiment, even if they share the same reference numeral.
(16) It shall be understood that, although the terms first, second, third, etc. may be used herein to describe various elements, components, regions, layers or sections, these elements, components, regions, layers or sections are not limited by these terms. Rather, these terms are merely used to distinguish one element, component, region, layer or section from another element, component, region, layer or section. Thus, a first element, component, region, layer or section discussed below could be termed a second element, component, region, layer or section without departing from the teachings of the present inventive concept.
(17) The terminology used herein is for the purpose of describing particular example embodiments only and is not intended to be limiting to the present inventive concept. As used herein, the singular forms a, an and the are intended to include the plural forms as well, unless the context clearly indicates otherwise. It shall be understood that the terms comprises and comprising, when used in this specification, point out the presence of stated features, integers, steps, operations, elements, or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, or groups thereof.
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(19) The clamping assembly 40 is in operative connection with the mold 30 for clamping the mold halves 310,320. In some embodiments, the clamping assembly 40 includes a fixed plate 410, a plurality of tie bars 420 mounted on the fixed plate 410, and a moving plate 430 slidably engaged with the tie bars 420 and is guided by a driving cylinder 440. The mold half 310 proximal to the barrel 210 is secured on the fixed plate 410, and the mold half 320 distal to the barrel 210 is secured on the moving plate 430 in any suitable manner, wherein the driving cylinder 440 drives the moving plate 430 to open or close the mold 30. In some embodiments, the barrel 210 includes a nozzle 2102 adapted to engage a sprue 450 in the fixed plate 410. In some embodiments, the sprue 450 is in communication with the runner 340 as the mold half 310 is assembled with the fixed plate 410. In some embodiments, the fixed plate 410 may be equipped with a sprue bush 452 including the sprue 450 and receiving the nozzle 2102 during an injection time. A molding material 100 under pressure is delivered to the sprue bush 452 from the nozzle 2102 pressed tightly against the sprue bush 452 in order to deliver the molding material 100 to the sprue 450 during a filling stage of the injection time.
(20) In some embodiments, the clamping assembly 40 further includes an ejector plate 460 mounted with at least one ejector pin (not shown), wherein the moving plate 430 is disposed between the fixed plate 410 and the ejector plate 460. In some embodiments, the ejector plate 460 is fixed on the tie bar 420. In some embodiments, the driving cylinder 440 penetrates the ejector plate 460 and directly connects to the moving plate 430 to open or close the mold 30. After the mold halves 310, 320 are parted (i.e., the mold 30 is opened), a distance between the moving plate 430 and the ejector plate 460 is reduced, so the ejector pin can penetrate through the ejector plate 460 to push a mold product out of the mold 30.
(21) Mounted for motion within the barrel 210 is a screw 220 operably connected, at an upstream end 214 opposite to the downstream end 212 of the barrel 210, to a driving motor 230. The molding machine 20 processes material, such as plastic granules 102, by feeding the material through a hopper 240 to the barrel 210 in order to make the material soft and force the molding material 100 into the mold 30 by the use of the screw 220, wherein the plastic granules 102 change phase from solid to liquid by at least one heater band 250 surrounding the barrel 210. In some embodiments, the molding machine 20 further includes a check valve 260 mounted on the screw 220, wherein the check valve 260 is in tight contact with the barrel 210 during the filling stage, and the check valve 260 is open for allowing the liquid material to flow to the downstream end 212 of the barrel 210 during a packing stage. In some embodiments, if the mold cavity 330 is almost filled with the molding material 100, a packing process proceeds. In some embodiments, the screw 220 rotates and moves toward the upstream end 214 of the barrel 210 during the packing stage.
(22) The molding machine 110 further includes a controller 270 for controlling and monitoring the real-time functions of the molding machine 20 and a display 280 for displaying data related to the performance and operation of the molding machine 20 to on-site technicians. In some embodiments, the display 280 is further configured to accept input data from the on-site technicians. In other words, the display 280 is provided with a communications link directly with the controller 270 to provide real-time control functions of the molding machine 20 by the on-site technicians particularly where the on-site technicians' intervention is required.
(23) In some embodiments, the molding machine 20 can further include operation interface communication links among the controller 270, the display 280 and peripheral devices, and a program sequence of operation which renders the operation interface capable of monitoring diagnostic functions of the controller 270 and the molding machine 20, triggering sound/light alarms regarding conditions of the molding machine 20, receiving performance data from the molding machine 20, and receiving input data from the display 280.
(24) The computer 50 is associated with the molding machine 20 and configured to execute a computer assisted engineering (CAE) simulation software and transmit at least one simulation result to the controller 270 through a connection such as a hard wire connection or a wireless coupling. In some embodiments, the computer 50 includes a standardized operation system capable of running general-purpose application software for assisting with the analysis of data process performance and for communicating with the controller 270 and the display 280 via communication ports thereof.
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(26) The computer 50 further includes a communication port 560 associated with the controller 270 of the molding machine 20. The computer 50 may further include one or more accompanying input/output devices including a display 570, a keyboard 580 and one or more other input devices 590. The input devices 590 may include a card reader, an optical disk drive or any other device that allows the computer 50 to receive input from the on-site technicians. In some embodiments, the input devices 590 are configured to input computer instructions (software algorithms) stored in a non-transitory computer-readable medium 500, and the processor 510 is configured to execute operations for performing a computer-implemented injection-molding simulation method according to the computer instructions. In some embodiments, the processor 510 reads software algorithms from the other input device 590 or the storage device 550, executes the calculation steps, and stores the calculated result in the RAM 540.
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(28) The following describes an exemplary process flow of the injection-molding simulation method 60 in accordance with some embodiments of the present disclosure.
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(32) Referring again to
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(35) where represents the density, t represents the time, u represents the velocity vector (flow velocity), g represents the gravitational force, represents viscosity, T represents the temperature, k represents the thermal conductivity, C.sub.P represents the specific heat, and {dot over ()} represents the shear rate. is the stress tensor that can be decomposed into an isotropic part and a non-isotropic part, as in equation (4); p and I represent the equilibrium pressure and the identity matrix, respectively.
(36) According to the equation (1), which describes the movement of the molding material 700, an amount of the molding material 700 entering the molding cavity 730 is equal to an amount of the molding material 700 flowing out of the barrel 710 with respect to a linear motion of the screw 720 in the filling stage. In other words, the amount of the molding material 700 transferred into the mold cavity 730 by the screw 720 in the barrel 710 depends on the motion of the screw 720 with respect to the velocity field (u).
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(38) Referring to
(39) Referring to
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.sub.mixed=V.sub.screw.Math..sub.screw+V.sub.melt.Math..sub.melt(5)
.sub.mixed=V.sub.screw.Math..sub.screw+V.sub.melt.Math..sub.melt(6)
(41) Where .sub.mixed mixed represents the density of the element 802 partially occupied by the screw 720, .sub.screw represents the density of the screw 720 in the element 802, .sub.melt represents the density of the molding material 700 in the element 802, V.sub.screw represents the volume of the screw 720 in the element 802, V.sub.melt represents the volume of the molding material 700 in the element 802, .sub.mixed represents the viscosity in the element 802, .sub.screw represents the viscosity of the screw 720 in the element 802, and .sub.melt represents the viscosity of the molding material 700 in the element 802.
(42) The equations (1) to (3), which describe the physical change of the molding material 700 during the filling stage, can thus be expressed as below by assuming that a linear motion of the screw 720 across the layer between the lines L.sub.0 to L.sub.n is u.sub.b.
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(44) where dV represents volume of the molding material 700 and dS represents the area of the layer.
(45) By the equations (7) to (9), the molding conditions including a temperature distribution of the molding material 700, a pressure in the barrel 710, and a flow velocity of the molding material 700 can be obtained. Therefore, the position the melt front 702 of the molding material 700 can be calculated.
(46) In some embodiments, the equation (7), which describes the physical change of the molding material 700 in integral form, can be converted into an algebraic expression as below:
.sub.i=1n.sub.i.sup.t.Math.V.sub.i.sup.t=.sub.i=1n.sub.i.sup.t+dt.Math.(V.sub.i.sup.t+dt+(u.sub.b.Math.n.sub.ids.sub.i)dt)(10)
(47) where .sup.t and .sup.t+dt represent the densities of the molding material 700 at different injection times, V.sup.t and V.sup.t+dt represent the volumes of the molding material 700 at different injection times, dt represents an increment of time, u.sub.b represents the linear movement of the screw 720, and ds.sub.i represents the area of the layer.
(48) After the first injection-molding process is completely simulated and the molding conditions are obtained, the melt front 702 of the molding material 700 can be determined. The at least one second injection-molding process is then simulated by moving the front surface 722 of the screw 720 from the line L.sub.1 to the line L.sub.n using boundary conditions and the molding conductions obtained in the previous simulation to generate the other molding conditions.
(49) The molding conditions of the molding material 700 in the simulating domain 70, such as the temperature distribution across the molding material 700 shown in
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(51) In conclusion, the present disclosure sets the boundary conditions of the mesh 800 by taking into consideration the at least one motion of the screw 720 in the barrel 710 and performing numerical analysis on the simulation molding phenomena of the molding material 700 in the simulating domain 70. As a result, the method of the present disclosure can accurately predict reality-compatible results of an injection-molding process.
(52) One aspect of the present disclosure provides a computer-implemented simulation method for use in a molding process by a computer process. The method includes steps of specifying a simulating domain comprising a mold cavity and a barrel of an injection machine, wherein the barrel is configured to connected to the mold cavity; creating at least one mesh by dividing at least part of the simulating domain; specifying boundary conditions of the mesh by taking into consideration at least one motion of a screw in the barrel to process a molding material in the barrel; and simulating a first injection-molding process of the molding material using the boundary conditions to generate a plurality of molding conditions.
(53) Although the present disclosure and its advantages have been described in detail, it should be understood that various changes, substitutions and alterations can be made herein without departing from the spirit and scope of the disclosure as defined by the appended claims. For example, many of the processes discussed above can be implemented in different methodologies and replaced by other processes, or a combination thereof.
(54) Moreover, the scope of the present application is not intended to be limited to the particular embodiments of the process, machine, manufacture, and composition of matter, means, methods and steps described in the specification. As one of ordinary skill in the art will readily appreciate from the present disclosure, processes, machines, manufacture, compositions of matter, means, methods or steps, presently existing or later to be developed, that perform substantially the same function or achieve substantially the same result as the corresponding embodiments described herein may be utilized according to the present disclosure. Accordingly, the appended claims are intended to include within their scope such processes, machines, manufacture, compositions of matter, means, methods and steps.