Automatic industrial mixing device
The industrial automatic mixing device addresses inefficiencies in manual chalkfast and hardener mixing by dynamically controlling hardener input and stirring parameters based on container weight and viscosity, enhancing mixing efficiency and quality.
Patent Information
- Application Number
- PCT/KR2024/005274
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Priority Date
- 2024-04-17
- Filing Date
- 2024-04-19
- Publication Date
- 2025-10-23
AI Technical Summary
The manual mixing of chalkfast and hardener in shipbuilding is inefficient, time-consuming, and leads to inconsistent quality due to worker fatigue, requiring a more automated and precise mixing process.
An industrial automatic mixing device with a control unit that dynamically adjusts the amount of hardener injected, the rotational speed of the impeller, and the rotary motor based on the weight and viscosity of chalkfast containers, using a learning model to optimize the stirring operation.
The device ensures efficient and consistent mixing by automatically adapting to the varying sizes and contents of chalkfast containers, reducing mixing time and improving quality through real-time adjustments.
Smart Images

Figure KR2024005274_23102025_PF_FP_ABST
Abstract
Description
Industrial automatic mixing device
[0001] The present invention relates to an industrial automatic mixing device that automatically mixes chalkfast and a hardener.
[0002] Typically, when building large ships, the ship's engine is manufactured separately from the hull. The engine is then moved to the hull and bolted to the ship. To ensure a more stable, level engine, compounds such as chokefast and hardeners are used.
[0003] Traditionally, workers have manually mixed the chalkfast and hardener using a grinder, but this method has the problem of significantly low work efficiency. Large vessels typically use approximately 1,000 to 2,000 chalkfasts, and the mixing process for each chalkfast container takes approximately 15 to 20 minutes, resulting in a significant time consuming process for completing the entire mixing process. Furthermore, the conventional method requires workers to move up and down and left and right to perform the mixing process, which increases worker fatigue and leads to inconsistent work quality due to manual work.
[0004] [Prior Art Literature]
[0005] Korean Patent Publication No. 10-1822189 (January 19, 2018)
[0006] Embodiments of the present invention are directed to providing a means for automatically mixing a chalkfast and a hardener in a more efficient manner.
[0007] According to one embodiment, an industrial automatic mixing device for automatically mixing chalkfast and a hardener is provided, comprising: a lower plate provided at a lower portion of the industrial automatic mixing device; a middle plate formed spaced apart from the lower plate by a predetermined height; an upper plate formed spaced apart from the middle plate by a predetermined height; a guide rod extending in a direction perpendicular to the ground to interconnect the lower plate and the middle plate and to interconnect the middle plate and the upper plate; a plurality of rotating support plates provided on the middle plate to allow chalkfast containers to be seated on them; a plurality of support members provided on an upper edge of the rotating support plates to support the chalkfast containers seated on the rotating support plates; and an air cylinder provided on the lower plate to support a lower surface of the middle plate and to move the middle plate up and down along the guide rod.
[0008] The above industrial automatic mixing device may further include a hardener injection unit that protrudes from the lower surface of the upper plate and injects the hardener into the interior of the chalk fast container; an impeller that protrudes from the lower surface of the upper plate and rotates inside the chalk fast container to mix the hardener and the chalk fast; and a rotary motor that is connected to the rotating support plate and rotates the rotating support plate during the stirring process of the hardener and the chalk fast.
[0009] The above industrial automatic mixing device may further include a weight sensor that detects first weight information, which is the sum of the weights of the chalk fast container installed on the rotating plate and the chalk fast inside the chalk fast container; and a control unit that is connected to the hardener injection unit, the air cylinder, the impeller, the rotary motor, the weight sensor, and the support member, and controls the operation of at least one of the hardener injection unit, the air cylinder, the impeller, the rotary motor, the weight sensor, and the support member.
[0010] The above support member is provided in plurality at a predetermined interval from the edge portion of the rotating support plate and is formed to protrude in a direction perpendicular to the rotating support plate, a guide rail is provided on the lower inner surface of the rotating support plate, and the support member moves inward or outward of the rotating support plate along the guide rail so as to contact the outer surface of the chalk fast container mounted on the rotating support plate, and the control unit obtains second weight information, which is the weight of the chalk fast container, from the current position information of the support member, calculates third weight information, which is the weight of the chalk fast in the chalk fast container, from the difference between the first weight information and the second weight information, and dynamically controls the amount of hardener injected from the hardener injection unit, the rotational speed of the impeller, and the rotational speed of the rotary motor based on the third weight information.
[0011] The above control unit can calculate the width (w) of the chalk fast container from the current position information of the support member, and obtain the second weight information from the width (w) of the chalk fast container that is matched and stored - the weight of the chalk fast container.
[0012] A heater is provided on the lower inner surface of the above-mentioned rotating support plate, and the control unit dynamically controls the amount of hardener injected from the hardener injection unit, the rotational speed of the impeller, and the rotational speed of the rotary motor in proportion to the third weight information, and can operate the heater at a set temperature for a set time based on the third weight information.
[0013] At the end of the impeller, a viscosity measuring device is provided, and the control unit collects in real time the viscosity of the chalk fast in the chalk fast container mounted on the rotating support plate from the viscosity measuring device, and when the viscosity is out of a set reference range, automatically adjusts at least one of the amount of hardener injected from the hardener injection unit, the rotational speed of the impeller, the rotational speed of the rotary motor, the operating time of the heater, and the operating temperature until the viscosity falls within the reference range.
[0014] According to embodiments of the present invention, by predicting the amount of chalk fast using a weight sensor and a support member of a rotating support plate, and dynamically controlling the amount of hardener injected, the rotational speed of an impeller, and the rotational speed of a rotating motor based on the predicted amount of chalk fast, a stirring operation suitable for the amount of chalk fast can be automatically performed. In particular, in the case of the present invention, by performing different stirring operations for each rotating support plate according to the amount of chalk fast in a chalk fast container installed on each rotating support plate, efficient stirring operation can be enabled in a plurality of rotating support farms.
[0015] In addition, according to embodiments of the present invention, the quality of the stirring operation can be improved by automatically deriving the amount of hardener to be injected, the rotation speed of the impeller, and the rotation speed of the rotary motor for the stirring operation using a learning model.
[0016] Figure 1 is an example of a chalk fast container and a hardener container according to one embodiment of the present invention.
[0017] Figure 2 is a perspective view from above of an industrial automatic mixing device according to one embodiment of the present invention.
[0018] Figure 3 is a perspective view of an industrial automatic mixing device according to one embodiment of the present invention as viewed from below.
[0019] Figure 4 is a front view of an industrial automatic mixing device according to one embodiment of the present invention.
[0020] FIG. 5 is a drawing showing the internal configuration of a rotating support plate and an intermediate plate according to one embodiment of the present invention.
[0021] Figure 6 is a block diagram showing a control unit and components operating in conjunction therewith according to one embodiment of the present invention.
[0022] Figure 7 is a diagram showing a process of enhancing a learning model in a control unit according to one embodiment of the present invention.
[0023] FIG. 8 is a block diagram illustrating a computing environment including a computing device suitable for use in exemplary embodiments.
[0024] Hereinafter, specific embodiments of the present invention will be described with reference to the drawings. The following detailed description is provided to facilitate a comprehensive understanding of the methods, devices, and / or systems described herein. However, these are merely examples and the present invention is not limited thereto.
[0025] In describing embodiments of the present invention, if a detailed description of a known technology related to the present invention is judged to unnecessarily obscure the gist of the present invention, the detailed description will be omitted. In addition, the terms described below are terms defined in consideration of their functions in the present invention, and this may vary depending on the intention or custom of the user or operator. Therefore, the definitions should be made based on the contents throughout this specification. The terminology used in the detailed description is only for the purpose of describing embodiments of the present invention and should not be limited in any way. Unless clearly used otherwise, the singular form includes the plural form. In this description, expressions such as "comprises" or "having" are intended to indicate certain features, numbers, steps, operations, elements, parts or combinations thereof, and should not be construed to exclude the presence or possibility of one or more other features, numbers, steps, operations, elements, parts or combinations thereof other than those described.
[0026]
[0027] FIG. 1 is an example of a chalk fast container (100) and a hardener container (200) according to one embodiment of the present invention.
[0028] Referring to Fig. 1, the chalkfast container (100) contains chalkfast, and the hardener container (200) contains a hardener. The chalkfast in the chalkfast container (100) is an epoxy resin-based mixture with very high viscosity. This chalkfast is a type of compound that is filled between parts during the shipbuilding process to fix the parts and act as a buffer, and can be mixed with the hardener in the hardener container (200) before being filled between the parts.
[0029] At this time, the size of the chalk fast container (100) may vary depending on the product, and the amount of chalk fast in the chalk fast container (100) may also vary depending on the size of the chalk fast container (100). If the amount of chalk fast in the chalk fast container (100) varies, the amount of hardener mixed with the chalk fast must also vary.
[0030] The industrial automatic mixing device (100) described below is a device that automatically mixes chalk fast and a hardener in a chalk fast container (100). It does not simply automatically mix the chalk fast and the hardener, but is configured to dynamically control the amount of hardener input, the rotation speed of the impeller and the rotary motor, the temperature of the heater, etc. according to the amount of chalk fast. Hereinafter, the detailed configuration and operation of the industrial automatic mixing device (100) will be examined in more detail with reference to FIGS. 2 to 7.
[0031]
[0032] FIG. 2 is a perspective view from above of an industrial automatic mixing device (100) according to one embodiment of the present invention, and FIG. 3 is a perspective view from below of an industrial automatic mixing device (100) according to one embodiment of the present invention. In addition, FIG. 4 is a front view of an industrial automatic mixing device (100) according to one embodiment of the present invention.
[0033] As illustrated in FIGS. 2 to 4, an industrial automatic mixing device (100) according to one embodiment of the present invention includes a lower plate (302), a middle plate (304), an upper plate (306), a guide rod (308), a rotating support plate (310), a support member (312), a hardener injection unit (314), a rotating member (316), an impeller (318), an air motor (320), an air cylinder (321), and a control unit (328).
[0034] The lower plate (302) is a plate provided at the bottom of the industrial automatic mixing device (100). The lower plate (302) is formed in a plate shape of a predetermined size (e.g., a square plate shape) and may be formed adjacent to the ground. A plurality of moving wheels may be provided on the lower surface of the lower plate (302). In addition, an air cylinder (321) and a control unit (328), which will be described later, may be provided on the upper surface of the lower plate (302).
[0035] The middle plate (304) is a plate provided in the middle part of the industrial automatic mixing device (100). The middle plate (304) may be formed to be spaced apart from the lower plate (302) by a predetermined height. The middle plate (304), like the lower plate (302), is formed in a plate shape (for example, a square plate shape) of a predetermined size and may be placed on the upper side of the lower plate (302). At this time, the lower plate (302) and the middle plate (304) may be interconnected through a guide rod (308). A through hole for the guide rod (308) to pass through may be formed in the edge corner portions of the lower plate (302) and the middle plate (304), and the guide rod (308) may be fastened to the through hole. The middle plate (304) may move up and down along the guide rod (308) under the control of the air motor (320).
[0036] In addition, a plurality of rotating support plates (310) may be provided on the upper surface of the intermediate plate (304). The rotating support plates (310) are plates on which the chalk fast container (100) is mounted, and a plurality of them may be provided on the upper surface of the intermediate plate (304). As an example, four rotating support plates (310) may be provided on the upper surface of the intermediate plate (304).
[0037] Additionally, a weight sensor (324), a heater (325), a rotation motor (326), etc., which will be described later, may be provided inside the middle plate (304).
[0038] The upper plate (306) is a plate provided on the upper portion of the industrial automatic mixing device (100). The upper plate (306) may be formed to be spaced apart from the middle plate (304) by a predetermined height. The upper plate (306), like the lower plate (302) and the middle plate (304), is formed in a plate shape (for example, a square plate shape) of a predetermined size and may be placed on the upper side of the middle plate (304). At this time, the middle plate (304) and the upper plate (306) may be interconnected through a guide rod (308). A through hole for the guide rod (308) to pass through may be formed at an edge corner portion of the upper plate (306), and the guide rod (308) may be fastened to the through hole.
[0039] In addition, an air motor (320) to be described later may be provided on the upper surface of the upper plate (306), and a hardener injection part (314), a rotating member (316), an impeller (318), etc. to be described later may be provided on the lower surface of the upper plate (306).
[0040] The guide rod (308) extends in a direction perpendicular to the ground to interconnect the lower plate (302) and the middle plate (304), and to interconnect the middle plate (304) and the upper plate (306). The guide rod (308) can be fastened to the edge corners of the lower plate (302), the middle plate (304), and the upper plate (306), respectively. As an example, the guide rod (308) may be provided at the edge corners of the square-shaped lower plate (302), the middle plate (304), and the upper plate (306), respectively, for a total of four. As described above, the middle plate (304) can move up and down along the guide rod (308) when the air cylinder (321) is tensioned or compressed. The air cylinder (321) can be tensioned or compressed under the control of the control unit (328) and the air motor (320) described below. As an example, the middle plate (304) may be configured to rise during stirring operation through the impeller (318) described later, and to descend after the stirring operation is completed.
[0041] For this purpose, an air hose connection part (322) may be provided on one side of the air motor (320). An air hose (not shown) is mounted on the air hose connection part (322), and the air hose may be connected to an air cylinder (321). Accordingly, as air discharge and intake into the air hose are repeated under the control of the air motor (320), the air cylinder (321) moves up and down, and the intermediate plate (304) may move up and down according to the up and down movement of the air cylinder (321). The air motor (320) may operate under the control of the control part (328).
[0042] The rotating support plate (310) is a portion where the chalk fast container (100) is seated. As described above, a plurality of rotating support plates (310) may be provided on the upper surface of the middle plate (304). At this time, the rotating support plates (310) can be rotated by a rotation motor (326) under the control of the control unit (328). Specifically, when the chalk fast container (100) is seated on the rotating support plate (310) and the hardener is injected into the interior of the chalk fast container (100) by the hardener injection unit (314), the rotating support plate (310) is rotated by the rotation motor (326) under the control of the control unit (328), thereby performing a stirring operation (mixing operation).
[0043] At this time, a plurality of support members (312) may be formed to protrude from the edge portion (i.e., the outer end) of the rotating support plate (310), and the chalk fast container (100) mounted on the rotating support plate (310) may be stably fixed by the support members (312). In addition, as will be described later, a guide rail (312a) may be provided on the lower inner surface of the rotating support plate (310). The guide rail (312a) may be provided at a position corresponding to the support member (312). The support member (312) may move inward or outward of the rotating support plate (310) along the guide rail (312a), and accordingly, its position may be automatically adjusted to suit the size (or width) of the chalk fast container (100). To this end, a weight sensor (324) is provided on the inner surface of the intermediate plate (304) adjacent to the rotating support plate (310), and the support member (312) can be operated when the weight sensor (324) detects the settling of the chalk fast container (100). The control unit (324) can detect the settling of the chalk fast container (100) through the weight sensor (324) and control the movement of the support member (312) accordingly. When the weight sensor (324) detects the settling of the chalk fast container (100), the position of the support member (312) can be automatically adjusted to suit the size (or width) of the chalk fast container (100). That is, the support member (312) can move under the control of the control unit (328) in conjunction with the weight sensor (324).
[0044] The hardener injection unit (314) is formed to protrude from the lower surface of the upper plate (306) and injects the hardener into the interior of the chalkfast container (100). The hardener injection unit (314) has a set amount of hardener and can inject the hardener into the interior of the chalkfast container (100). At this time, the hardener injection unit (314) can dynamically adjust the amount of hardener injected into the interior of the chalkfast container (100) according to the control of the control unit (328). The hardener injection unit (314) may be provided to correspond to each rotating support plate (310). For example, if there are a total of four rotating support plates (310), there may also be four hardener injection units (314). In addition, as will be described later, the amount of hardener injected into the hardener injection unit (314) for each chalk fast container (100) mounted on each rotating support plate (310) may vary depending on the control of the control unit (328).
[0045] The rotating member (316) is a member formed by protruding from the lower surface of the upper plate (306), and an impeller (318) to be described later is fastened thereto. The rotating member (316) is connected to an air motor (320) and is rotated by the air motor (320) under the control of the control unit (328), thereby causing the impeller (318) to also rotate.
[0046] The impeller (318) is formed to protrude from the lower surface of the upper plate (306) and rotates inside the chalkfast container (100) to mix the hardener and the chalkfast. The impeller (318) is formed to extend in a direction perpendicular to the ground, and a plurality of blades for stirring may be formed to protrude in a direction perpendicular to the longitudinal direction of the impeller (318) at the lower end of the impeller (318). As described above, the impeller (318) may be fastened to the rotating member (316). The impeller (318) may perform stirring by rotating together with the rotating member (316) while being fastened to the rotating member (316). These impellers (318) may be provided to correspond to each rotating support plate (310). For example, if there are a total of four rotating support plates (310), there may also be four impellers (318). In addition, as will be described later, the rotation speed of the impeller (318) may vary for each chalkfast container (100) mounted on each rotating support plate (310) according to the control of the control unit (328). In addition, as will be described later, a viscosity meter (327) may be provided at the lower end of the impeller (318) to collect the viscosity of the chalkfast in the chalkfast container (100) mounted on the rotating support plate (310) in real time. The viscosity meter (327) may be formed, for example, on the lower side of the blade of the impeller (318).
[0047] The air motor (320) is connected to the control unit (328) and rotates the rotating member (316) and the impeller (318). In addition, as described above, an air hose connection unit (322) may be provided on one side of the air motor (320). An air hose (not shown) is mounted on the air hose connection unit (322), and the air hose may be connected to an air cylinder (321). Accordingly, as air discharge and intake into the air hose are repeated according to the control of the air motor (320), the air cylinder (321) moves up and down, and the intermediate plate (304) may move up and down according to the up and down movement of the air cylinder (321).
[0048] The control unit (328) is electrically connected to the support member (312), the hardener injection unit (314), the impeller (318), the air motor (320), the air cylinder (312), the weight sensor (324), the heater (325), the rotation motor (326), the viscosity meter (327) described above, and controls their operations. The control unit (328) may be provided on the upper surface of the lower plate (302), but the installation location of the control unit (328) is not particularly limited. The inside of the control unit (328) may be provided with hardware such as various boards, chips, and the like for transmitting and receiving signals with the above-described components, that is, components within the industrial automatic mixing device (100), and communication modules. In addition, various software for controlling the operations of the above-described components may be installed on this hardware.
[0049] In particular, the control unit (328) is equipped with a learning model (330) to be described later, and can dynamically control the operations of components within the industrial automatic mixing device (100) using the learning model (330). A specific method by which the control unit (328) dynamically controls the operations of components within the industrial automatic mixing device (100) using the learning model (330) will be described later with reference to FIGS. 5 to 7.
[0050]
[0051] FIG. 5 is a drawing showing the internal configuration of a rotating support plate (310) and an intermediate plate (304) according to one embodiment of the present invention.
[0052] Referring to FIG. 5, a rotation motor (326) may be connected to each of the rotation support plates (310). That is, the rotation motor (326) is provided for each rotation support plate (310) and may be connected to a control unit (328). The rotation motor (326) may individually rotate each rotation support plate (310) under the control of the control unit (328).
[0053] In addition, a plurality of support members (312) may be formed to protrude from the edge portion of the rotating support plate (310), and the chalk fast container (100) mounted on the rotating support plate (310) may be stably fixed by the support members (312). At this time, a guide rail (312a) may be provided on the lower inner surface of the rotating support plate (310). The support member (312) may move inward or outward of the rotating support plate (310) along the guide rail (312a), and accordingly, its position may be automatically adjusted to suit the size (or width) of the chalk fast container (100).
[0054] As described above, a weight sensor (324) is provided on the inner surface of the intermediate plate (304) adjacent to the rotating support plate (310), and the support member (312) can be operated when the weight sensor (324) detects the settling of the chalk fast container (100). When the weight sensor (324) detects the settling of the chalk fast container (100), the position of the support member (312) can be automatically adjusted to suit the size (or width) of the chalk fast container (100). That is, the support member (312) can move inward or outward of the rotating support plate (310) along the guide rail (312a) so as to come into contact with the chalk fast container (100).
[0055] In addition, the weight sensor (324) is installed on the lower surface of the rotating support plate (310) to detect first weight information, which is the sum of the weight of the chalk fast container (100) mounted on the rotating support plate (310) and the weight of the chalk fast inside the chalk fast container (100), and transmit the same to the control unit (328).
[0056] The control unit (328) can obtain second weight information, which is the weight of the chalk fast container (100), from the current position information of the support member (312). Specifically, the control unit (328) can calculate the width (w) of the chalk fast container (100) from the current position information of the support member (312), and obtain the second weight information from the width (w) of the chalk fast container (100) - the weight of the chalk fast container, which are matched and stored.
[0057] Referring to FIG. 5, the control unit (328) calculates the width (w1) of the first chalk fast container (100-1) and the width (w2) of the second chalk fast container (100-2) from the current position information of the support member (312), and obtains the second weight information of the first chalk fast container (100-1) and the second weight information of the second chalk fast container (100-2) from the width (w) of the chalk fast container (100) and the weight of the chalk fast container, which are stored and matched.
[0058] In general, the total volume of a chalkfast container (100) varies depending on its width (w). The control unit (328) stores the weight of the chalkfast container (100) according to the width (w) of each product, and based on this, the second weight information for the chalkfast container (100) can be obtained from the width (w) of the chalkfast container (100). The control unit (328) can collect position coordinates of a plurality of support members (312) and calculate the width (w) of the chalkfast container (100) from the collected position coordinates of the plurality of support members (312).
[0059] Thereafter, the control unit (328) calculates third weight information, which is the weight of the chalkfast in the chalkfast container (100), from the difference between the first weight information and the second weight information, and dynamically controls the amount of hardener injected into the hardener injection unit (314), the rotation speed of the impeller (318), and the rotation speed of the rotary motor (326) based on the third weight information. At this time, the control unit (328) can control the amount of hardener injected into the hardener injection unit (314), the rotation speed of the impeller (318), and the rotation speed of the rotary motor (326) differently for each rotary support plate (310). That is, when the third weight information is different for each rotating support plate (310), the control unit (328) can control the amount of hardener injected from the hardener injection unit (314), the rotation speed of the impeller (318), and the rotation speed of the rotary motor (326) differently for each rotating support plate (310). As an example, the control unit (328) can control the hardener injection unit (314), the impeller (318), and the rotary motor (326) so that the hardener injection amount a1, the rotation speed b1 of the impeller (318), and the rotation speed c1 of the rotary motor (326) are respectively set for the first rotating support plate, and can control the hardener injection unit (314), the impeller (318), and the rotary motor (326) so that the hardener injection amount a2, the rotation speed b2 of the impeller (318), and the rotation speed c2 of the rotary motor (326) are respectively set for the second rotating support plate. At this time, the amount of hardener injected for each third weight information, the rotation speed of the impeller (318), and the rotation speed of the rotation motor (326) can be calculated based on the learning model (330) described later.
[0060] Additionally, a heater (325) may be provided on the lower inner surface of the rotating support plate (310).
[0061] The control unit (328) dynamically controls the amount of hardener injected into the hardener injection unit (314), the rotational speed of the impeller (318), and the rotational speed of the rotation motor (326) in proportion to the third weight information, and operates the heater (325) at a set temperature for a set time based on the third weight information. As an example, the control unit (328) may operate the heater (325) at a first temperature for a first time when the third weight information falls within a first range, and may operate the heater (325) at a second temperature for a second time when the third weight information falls within a second range.
[0062] Also, returning to FIG. 4, a viscosity meter (327) may be provided at the end of the impeller (318). The viscosity meter (327) may measure the viscosity of the choke fast and transmit it to the control unit (328).
[0063] The control unit (328) collects in real time the viscosity of the chalk fast in the chalk fast container (100) mounted on the rotating support plate (310) from the viscosity meter (327), and when the viscosity is out of the set reference range, at least one of the amount of hardener injected from the hardener injection unit (314), the rotational speed of the impeller (318), the rotational speed of the rotation motor (326), the operating time of the heater (325), and the operating temperature can be automatically adjusted until the viscosity falls within the reference range.
[0064]
[0065] FIG. 6 is a block diagram showing a control unit (328) and components operating in conjunction therewith according to one embodiment of the present invention.
[0066] As illustrated in FIG. 6, a control unit (328) according to one embodiment of the present invention may be electrically connected to a support member (312), a hardener injection unit (314), an impeller (318), an air motor (320) (or an air cylinder (321)), a weight sensor (324), a heater (325), a rotation motor (326), and a viscosity meter (327).
[0067] In addition, the control unit (328) has a learning model (330) therein, and can automatically adjust at least one of the amount of hardener injected into the hardener injection unit (314), the rotational speed of the impeller (318), the rotational speed of the rotation motor (326), and the operating time and operating temperature of the heater (325) using the learning model (330).
[0068]
[0069] FIG. 7 is a diagram showing a process of enhancing a learning model (330) in a control unit (328) according to one embodiment of the present invention.
[0070] Referring to FIG. 7, the learning model (330) receives the weight of the chalkfast in the chalkfast container (100), i.e., the third weight information, from the control unit (328), and can derive the optimal hardener input amount, the rotation speed of the impeller (318), the rotation speed of the rotation motor (326), the operating time and the operating temperature of the heater (325) based on the previously learned learning data. The control unit (328) can control the hardener input amount in the hardener input unit (314), the rotation speed of the impeller (318), the rotation speed of the rotation motor (326), the operating time and the operating temperature of the heater (325) based on the output data output in this manner. Thereafter, the control unit (328) collects in real time the viscosity of the chalkfast in the chalkfast container (100) mounted on the rotating support plate (310) from the viscosity meter (327), and when the viscosity falls within the set reference range, the output data output from the learning model (330), i.e., the amount of hardener injected from the hardener injection unit (314), the rotational speed of the impeller (318), the rotational speed of the rotation motor (326), the operating time and operating temperature of the heater (325), can be fed back into the learning model (330). The learning model (330) can be advanced by learning such fed-back data, and as the learning data in the learning model (330) accumulates, the working quality of the industrial automatic mixing device (100) can be further improved. If the viscosity is outside the set reference range, the control unit (328) can automatically adjust at least one of the amount of hardener injected from the hardener injection unit (314), the rotation speed of the impeller (318), the rotation speed of the rotation motor (326), the operating time of the heater (325), and the operating temperature until the viscosity falls within the set reference range.The control unit (328) can perform a stirring operation by sequentially changing at least one of the amount of hardener injected into the hardener injection unit (314), the rotation speed of the impeller (318), the rotation speed of the rotation motor (326), the operating time and the operating temperature of the heater (325), and by repeating this process, the optimal amount of hardener injected, the rotation speed of the impeller (318), the rotation speed of the rotation motor (326), the operating time and the operating temperature of the heater (325) can be derived according to the weight of the chalk fast. In addition, the control unit (328) can derive weights for each of the amount of hardener injected into the hardener injection unit (314), the rotation speed of the impeller (318), the rotation speed of the rotation motor (326), the operating time and the operating temperature of the heater (325) according to the weight of the chalk fast, i.e., the third weight information, based on the learning data learned in the learning model (330). The factor that has the greatest influence on the stirring operation may vary depending on the third weight information, and the learning model (330) can derive the factor that has the greatest influence on the stirring operation depending on the third weight information based on the learning data. Accordingly, the control unit (328) can preferentially adjust the factor with the highest weight according to the third weight information in the process of adjusting at least one of the amount of hardener injected into the hardener injection unit (314), the rotational speed of the impeller (318), the rotational speed of the rotation motor (326), and the operating time and operating temperature of the heater (325).
[0071] In addition, the control unit (328) may receive, from the manager, adjustment data for at least one of the amount of hardener injected into the hardener injection unit (314), the rotation speed of the impeller (318), the rotation speed of the rotation motor (326), the operating time and the operating temperature of the heater (325), and adjust at least one of the amount of hardener injected into the hardener injection unit (314), the rotation speed of the impeller (318), the rotation speed of the rotation motor (326), the operating time and the operating temperature of the heater (325) based on the adjustment data.
[0072]
[0073] FIG. 8 is a block diagram illustrating a computing environment including a computing device suitable for use in exemplary embodiments.
[0074] Figure 8 is a block diagram illustrating a computing environment including a computing device suitable for use in exemplary embodiments. In the illustrated embodiment, each component may have different functions and capabilities other than those described below, and may include additional components other than those described below.
[0075] The illustrated computing environment (10) includes a computing device (12). In one embodiment, the computing device (12) may be an industrial automatic mixing device (100), or one or more components included in an industrial automatic mixing device (100).
[0076] A computing device (12) includes at least one processor (14), a computer-readable storage medium (16), and a communication bus (18). The processor (14) may cause the computing device (12) to operate according to the exemplary embodiments mentioned above. For example, the processor (14) may execute one or more programs stored in the computer-readable storage medium (16). The one or more programs may include one or more computer-executable instructions, which, when executed by the processor (14), may be configured to cause the computing device (12) to perform operations according to the exemplary embodiments.
[0077] A computer-readable storage medium (16) is configured to store computer-executable instructions or program code, program data, and / or other suitable forms of information. A program (20) stored in the computer-readable storage medium (16) includes a set of instructions executable by the processor (14). In one embodiment, the computer-readable storage medium (16) may be a memory (volatile memory such as random access memory, non-volatile memory, or a suitable combination thereof), one or more magnetic disk storage devices, optical disk storage devices, flash memory devices, any other form of storage medium that can be accessed by the computing device (12) and store desired information, or a suitable combination thereof.
[0078] A communication bus (18) interconnects various other components of the computing device (12), including the processor (14) and computer-readable storage media (16).
[0079] The computing device (12) may also include one or more input / output interfaces (22) that provide interfaces for one or more input / output devices (24) and one or more network communication interfaces (26). The input / output interfaces (22) and the network communication interfaces (26) are connected to the communication bus (18). The input / output devices (24) may be connected to other components of the computing device (12) via the input / output interfaces (22). Exemplary input / output devices (24) may include input devices such as pointing devices (such as a mouse or a trackpad), a keyboard, a touch input device (such as a touchpad or a touchscreen), a voice or sound input device, various types of sensor devices and / or photographing devices, and / or output devices such as display devices, printers, speakers and / or network cards. The exemplary input / output devices (24) may be included within the computing device (12) as a component constituting the computing device (12), or may be connected to the computing device (12) as a separate device distinct from the computing device (12).
[0080]
[0081] While the present invention has been described in detail above through representative examples, those skilled in the art will understand that various modifications to the above-described embodiments are possible without departing from the scope of the present invention. Therefore, the scope of the present invention should not be limited to the described embodiments, but should be defined not only by the claims set forth below but also by equivalents thereof.
[0082] [Explanation of symbols]
[0083] 100: Chokefast barrel
[0084] 200: Hardener container
[0085] 300: Industrial automatic mixing device
[0086] 302: Lower plate
[0087] 304: Middle plate
[0088] 306: Top plate
[0089] 308: Guide rod
[0090] 310: Rotating base
[0091] 312: Support member
[0092] 312a: Guide rail
[0093] 314: Hardener injection port
[0094] 316: Rotating member
[0095] 318: Impeller
[0096] 320: Air motor
[0097] 321: Air cylinder
[0098] 322: Air hose connection
[0099] 324: Weight sensor
[0100] 325: Heater
[0101] 326: Rotary motor
[0102] 327: Viscosity Meter
[0103] 328: Control unit
[0104] 330: Learning Model
Claims
1. An industrial automatic mixing device that automatically mixes chalkfast and hardener. A lower plate provided at the bottom of the above industrial automatic mixing device; An intermediate plate formed at a predetermined height apart from the lower plate; An upper plate formed at a predetermined height apart from the above intermediate plate; A guide rod extending in a direction perpendicular to the ground and interconnecting the lower plate and the middle plate, and interconnecting the middle plate and the upper plate; A rotating support plate provided in multiple numbers on the above intermediate plate on which a chalk fast container is mounted; A plurality of support members are provided on the upper edge of the rotating support plate to support the chalk fast container mounted on the rotating support plate; and An industrial automatic mixing device comprising an air cylinder provided on the lower plate to support the lower surface of the intermediate plate and move the intermediate plate up and down along the guide rod.
2. In claim 1, The above industrial automatic mixing device is, A hardener injection part protruding from the lower surface of the upper plate and injecting the hardener into the interior of the chalk fast container; An impeller protruding from the lower surface of the upper plate and rotating inside the chalk fast container to stir the hardener and the chalk fast; and An industrial automatic mixing device further comprising a rotary motor connected to the rotary support plate and rotating the rotary support plate during the stirring process of the hardener and the chalk fast.
3. In claim 2, The above industrial automatic mixing device is, A weight sensor provided on the lower surface of the rotating support plate and detecting first weight information which is the sum of the weight of the chalk fast inside the chalk fast container and the chalk fast container mounted on the rotating support plate; and An industrial automatic mixing device further comprising a control unit connected to the hardener injection unit, the air cylinder, the impeller, the rotary motor, the weight sensor, and the support member, and controlling the operation of at least one of the hardener injection unit, the air cylinder, the impeller, the rotary motor, the weight sensor, and the support member.
4. In claim 3, The above support members are provided in multiple numbers at a predetermined interval from the edge of the rotating support plate, and are formed to protrude in a direction perpendicular to the rotating support plate. On the lower inner surface of the above rotating support plate, a guide rail is provided, The above support member moves inward or outward of the rotating support plate along the guide rail so as to contact the outer surface of the chalk fast container mounted on the rotating support plate, An industrial automatic mixing device, wherein the control unit obtains second weight information, which is the weight of the chalk fast container, from the current position information of the support member, calculates third weight information, which is the weight of the chalk fast in the chalk fast container, from the difference between the first weight information and the second weight information, and dynamically controls the amount of hardener injected into the hardener injection unit, the rotational speed of the impeller, and the rotational speed of the rotary motor based on the third weight information.
5. In claim 4, The above control unit calculates the width (w) of the chalk fast container from the current position information of the support member, and obtains the second weight information from the width (w) of the chalk fast container - the weight of the chalk fast container, which is stored and matched.
6. In claim 5, A heater is provided on the lower inner surface of the above rotating support plate, An industrial automatic mixing device, wherein the control unit dynamically controls the amount of hardener injected into the hardener injection unit, the rotational speed of the impeller, and the rotational speed of the rotary motor in proportion to the third weight information, and operates the heater at a set temperature for a set time based on the third weight information.
7. In claim 6, At the end of the above impeller, a viscosity measuring device is provided. The control unit collects in real time the viscosity of the chalk fast in the chalk fast container installed on the rotating support plate from the viscosity meter, and when the viscosity is out of a set reference range, automatically adjusts at least one of the amount of hardener injected from the hardener injection unit, the rotational speed of the impeller, the rotational speed of the rotary motor, the operating time and the operating temperature of the heater until the viscosity falls within the reference range.
Citation Information
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