A method and device for adjusting and controlling a feeder based on double control quantities
By using the dual control method, combining image recognition and weighing systems to calculate the tobacco leaf flow error value, and using the PID controller for weighted setting, the problem of moisture and spice absorption fluctuations caused by changes in tobacco leaf surface area flow in the feeder was solved, and precise control of the feeder was achieved.
Patent Information
- Application Number
- CN202311572982.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2023-11-22
- Publication Date
- 2025-10-21
- Estimated Expiration
- 2043-11-22
AI Technical Summary
During the production process of the feeder, changes in the surface area flow rate of tobacco leaves lead to fluctuations in moisture and flavor absorption. Existing technologies cannot effectively control the uniformity of feeding and water addition, affecting the quality of tobacco leaves.
A method based on dual control quantities is adopted. The surface area flow of tobacco leaves is calculated by the image recognition system and the weight flow is calculated by the electronic weighing system. The material flow error value is generated and weighted setting is performed through the PID controller to achieve precise adjustment and control of the feeder.
The control accuracy of the feeder is improved, ensuring the uniformity and consistency of tobacco leaves during the feeding and water addition process, meeting the production process requirements.
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Figure CN117397847B_ABST
Abstract
Description
Technical Field
[0001] The present disclosure relates to the field of tobacco leaf feeding and water addition regulation, and in particular to a feeder regulation control method, device, electronic device and computer-readable storage medium based on dual control quantities. Background Art
[0002] During the tobacco leaf feeding process, the tobacco leaves absorb flavors. The rotating drum lifts the leaves, which then fall back under their own weight, causing them to flip within the drum. Steam and steam-atomized water then heat, humidify, and feed the leaves. Hot air blows throughout the process, ensuring even heating and feeding. Finally, a dehumidification fan removes excess moisture and impurities. This feeding process improves the tobacco leaves' toughness and processing resistance, ensuring they meet production process requirements.
[0003] However, during the production process of the feeder, there are two factors that affect the uniformity of feeding and water addition, namely the weight of the tobacco leaves and the surface area of the tobacco leaves. During the production process, a system can be designed to calculate the real-time feed and water addition amount of the feeder based on the real-time incoming material weight flow rate or the real-time incoming material surface area flow rate. However, in actual applications, there is no correlation or a small degree of correlation between the incoming material weight flow rate and the surface area flow rate, so most of the feeder production is controlled by calculating the tobacco leaf weight flow rate. In this way, changes in the tobacco leaf surface area flow rate may cause an increase in the error in the tobacco leaf's absorption of moisture and spices. When the control system controls according to the tobacco leaf weight flow rate error, although it executes according to the control parameters, the tobacco leaf moisture and spice absorption detected in the next process level will fluctuate greatly.
[0004] Therefore, one or more methods are needed to solve the above problems.
[0005] It should be noted that the information disclosed in the above background technology section is only used to enhance the understanding of the background of the present disclosure, and therefore may include information that does not constitute prior art known to ordinary technicians in the field. Summary of the Invention
[0006] The purpose of the present disclosure is to provide a feeder adjustment control method, device, electronic device and computer-readable storage medium based on dual control quantity, thereby overcoming one or more problems caused by the limitations and defects of related technologies to at least a certain extent.
[0007] According to one aspect of the present disclosure, a feeder adjustment control method based on dual control amounts is provided, comprising:
[0008] Based on the process flow of the feeder, the material flow error value is generated by calculating the preset double flow of the material;
[0009] Based on the material weight value, the material parameter value is generated by weighting the material flow error value;
[0010] Based on the material parameter values, the feeder is regulated and controlled by setting the input parameters of the PID controller.
[0011] In an exemplary embodiment of the present disclosure, a target material surface area flow value and a target material weight flow value are generated by performing flow regression analysis on batch materials of the same brand;
[0012] The surface area of the preset batch of materials is calculated through the image recognition system to generate the preset current material surface area flow value;
[0013] The preset batch of materials is weighed and calculated through the electronic weighing system to generate the preset current material weight flow value.
[0014] In an exemplary embodiment of the present disclosure, a material surface area flow rate error value is generated by calculating the target material surface area flow rate value and the preset current material surface area flow rate value;
[0015] When the target material surface area flow rate value is greater than the preset current material surface area flow rate value, the material surface area flow rate error value is a negative value;
[0016] When the target material surface area flow rate value is less than the preset current material surface area flow rate value, the material surface area flow rate error value is a positive value;
[0017] Generate a material weight flow error value by calculating the target material weight flow value and the preset current material weight flow value;
[0018] When the target material weight flow value is greater than the preset current material weight flow value, the material weight flow error value is a negative value;
[0019] When the target material weight flow value is less than the preset current material weight flow value, the material weight flow error value is a positive value;
[0020] The material flow error value is generated by compounding the material surface area flow error value and the material weight flow error value.
[0021] In an exemplary embodiment of the present disclosure, based on the production process of the feeder, a first weight value is generated by setting the accuracy of the surface area flow rate;
[0022] Based on the production process of the feeder, a second weight value is generated by setting the accuracy of the weight flow;
[0023] The sum of the first weight value and the second weight value is 1.
[0024] In an exemplary embodiment of the present disclosure, based on the first weight value, a first parameter value is generated by calculating the material surface area flow rate error value;
[0025] Based on the second weight value, a second parameter value is generated by calculating the material weight flow error value;
[0026] The material parameter value is generated by compounding the first parameter value and the second parameter value.
[0027] In an exemplary embodiment of the present disclosure, a target water addition control amount and a target material addition control amount are generated by performing a control amount regression analysis on batch materials of the same brand;
[0028] Based on the target water addition control amount, the water addition adjustment amount is generated by setting the material parameter value of the PID controller;
[0029] Based on the target feeding control amount, the feeding adjustment amount is generated by setting the material parameter value of the PID controller.
[0030] In an exemplary embodiment of the present disclosure, when the water addition adjustment amount is greater than the target water addition control amount, the adjustment control of the feeder is completed by reducing the opening of the pneumatic regulating valve;
[0031] When the water addition adjustment amount is less than the target water addition control amount, the adjustment control of the feeder is completed by increasing the opening of the pneumatic regulating valve;
[0032] When the feeding adjustment amount is greater than the target feeding control amount, the feeding pump motor speed is reduced to complete the adjustment control of the feeding machine;
[0033] When the feeding adjustment amount is less than the target feeding control amount, the feeding machine is regulated and controlled by increasing the speed of the feeding pump motor.
[0034] In one aspect of the present disclosure, a feeder adjustment control device based on dual control quantities is provided, comprising:
[0035] Material flow error value calculation module, used to calculate the preset dual flow of materials;
[0036] A material parameter value setting module, used for setting a weight for the material flow error value;
[0037] The feeder adjustment control module is used to set the input parameters of the PID controller.
[0038] In one aspect of the present disclosure, there is provided an electronic device, comprising:
[0039] processor; and
[0040] A memory having computer-readable instructions stored thereon, wherein the computer-readable instructions, when executed by the processor, implement the method according to any one of the above items.
[0041] In one aspect of the present disclosure, a computer-readable storage medium is provided, on which a computer program is stored. When the computer program is executed by a processor, the method according to any one of the above items is implemented.
[0042] In an exemplary embodiment of the present disclosure, a method for regulating and controlling a feeder based on dual control quantities is disclosed, wherein the method comprises: generating a material flow error value by calculating a preset dual flow rate of a material based on the feeder process flow; generating a material parameter value by weighting the material flow error value based on a material weight value; and completing regulation and control of the feeder by setting input parameters of a PID controller based on the material parameter value. By inputting dual flow target weighted values into the PID controller, the present disclosure solves the problem of simultaneously considering both weight flow target and surface area flow target, thereby improving the control accuracy of the feeder.
[0043] It is to be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure. BRIEF DESCRIPTION OF THE DRAWINGS
[0044] The above and other features and advantages of the present disclosure will become more apparent by describing in detail example embodiments thereof with reference to the accompanying drawings.
[0045] Figure 1 A flow chart of a feeder adjustment control method based on dual control quantities according to an exemplary embodiment of the present disclosure is shown;
[0046] Figure 2 A schematic diagram of an application scenario of a feeder adjustment control method based on dual control quantities according to an exemplary embodiment of the present disclosure is shown;
[0047] Figure 3 A structural block diagram of a feeder adjustment control device based on dual control quantities according to an exemplary embodiment of the present disclosure is shown;
[0048] Figure 4 A block diagram schematically illustrates an electronic device according to an exemplary embodiment of the present disclosure;
[0049] Figure 5A schematic diagram schematically illustrates a computer-readable storage medium according to an exemplary embodiment of the present disclosure. DETAILED DESCRIPTION
[0050] Example embodiments will now be described more fully with reference to the accompanying drawings. However, example embodiments can be embodied in many forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and will fully convey the concepts of the example embodiments to those skilled in the art. Like reference numerals in the drawings represent like or similar parts, and thus repetitive description thereof will be omitted.
[0051] In addition, the described features, structures or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, many specific details are provided to provide a full understanding of the embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure can be practiced without one or more of the specific details, or other methods, components, materials, devices, steps, etc. can be adopted. In other cases, well-known structures, methods, devices, implementations, materials or operations are not shown or described in detail to avoid obscuring various aspects of the present disclosure.
[0052] The blocks shown in the accompanying drawings are merely functional entities and do not necessarily correspond to physically separate entities. Specifically, these functional entities may be implemented in software, or in one or more software-hardened modules, or in different networks and / or processor devices and / or microcontroller devices.
[0053] In this exemplary embodiment, a feeder adjustment control method based on dual control amount is first provided; Figure 1 As shown in , the feeder adjustment control method based on dual control amount may include the following steps:
[0054] Step S110, based on the process flow of the feeder, calculate the preset dual flow of the material to generate a material flow error value;
[0055] Step S120, based on the material weight value, by weighting the material flow error value to generate a material parameter value;
[0056] Step S130 , based on the material parameter value, the input parameters of the PID controller are set to complete the regulation and control of the feeder.
[0057] In an exemplary embodiment of the present disclosure, a method for regulating and controlling a feeder based on dual control quantities is disclosed, wherein the method comprises: generating a material flow error value by calculating a preset dual flow rate of a material based on the feeder process flow; generating a material parameter value by weighting the material flow error value based on a material weight value; and completing regulation and control of the feeder by setting input parameters of a PID controller based on the material parameter value. By inputting dual flow target weighted values into the PID controller, the present disclosure solves the problem of simultaneously considering both weight flow target and surface area flow target, thereby improving the control accuracy of the feeder.
[0058] Next, a feeder adjustment control method based on dual control quantities in this exemplary embodiment will be further described.
[0059] In the template configuration step S110 , a material flow error value may be generated by calculating a preset double flow of the material based on the process flow of the feeder.
[0060] In the embodiment of this example, first, based on a comprehensive flow regression analysis of multiple batches of materials of the same brand, a statistically average target material surface area flow value and target material weight flow value are obtained through calculation for the purpose of stable moisture and uniform penetration of liquid materials.
[0061] Afterwards, an industrial camera installed on the upstream thinning belt captures an image of the tobacco leaf material. The image recognition system calculates the surface area of the tobacco leaf material in the image and further calculates the current surface area flow rate of the tobacco leaf material, that is, the surface area of the tobacco leaf material passing through per hour.
[0062] Finally, the current tobacco material weight flow value is obtained from the upstream electronic belt scale, that is, the weight of the tobacco material passing through per hour.
[0063] In the embodiment of this example, in order to achieve precise control of the feeder using the tobacco material weight flow rate and the tobacco material surface area flow rate at the same time, the tobacco material weight flow rate error value and the tobacco material surface area flow rate error value can be obtained at the same time.
[0064] First, set the target material surface area flow rate value as S1, the current material surface area flow rate value as S2, and the material surface area flow rate error value as Se. The error between the current material surface area flow rate value and the target material surface area flow rate value is the material surface area flow rate error value. In other words, S2-S1=Se.
[0065] When the target material surface area flow rate value is greater than the preset current material surface area flow rate value, the material surface area flow rate error value is a negative value, that is, Se<0;
[0066] When the target material surface area flow rate value is less than the preset current material surface area flow rate value, the material surface area flow rate error value is a positive value, that is, Se>0;
[0067] Next, set the target material weight flow value to V1, the current material weight flow value to V2, and the material weight flow error value to Ve. The error between the current material weight flow value and the target material weight flow value is used as the material weight flow error value. That is, V2 - V1 = Ve.
[0068] When the target material weight flow value is greater than the preset current material weight flow value, the material weight flow error value is a negative value; that is, Ve<0;
[0069] When the target material weight flow value is less than the preset current material weight flow value, the material weight flow error value is a positive value; that is, Ve>0;
[0070] In summary, we can simultaneously obtain the material surface area flow rate error value and the material weight flow rate error value, that is, the material flow rate error value of tobacco leaves.
[0071] In the template configuration step S120 , the material parameter value may be generated by weighting the material flow error value based on the material weight value.
[0072] In the embodiment of this example, the feeder has different accuracy requirements for the material surface area flow error value and the material weight flow error value due to the production of tobacco materials of different brands and different seasonal batches. That is, the first weight value corresponding to the material surface area flow error value and the second weight value corresponding to the material weight flow error value are different. Therefore, except for the initial commissioning operation, the weight values can be averaged (that is, the first weight value is 0.5 and the second weight value is 0.5). After that, the weight values need to be adjusted according to the actual situation.
[0073] At the same time, in order to meet the production process requirements, the sum of the first weight value and the second weight value is set to 1.
[0074] For example, when the upstream feeding system is very stable, with strict weight requirements, and the weight flow rate remains stable, but the tobacco leaves are of various types and have large size differences, the second weight value corresponding to the weight flow error value can be appropriately reduced, and the first weight value corresponding to the surface area flow error value can be increased.
[0075] When the batch of tobacco materials supplied by the upstream feeding system contains a large number of tobacco leaves of the same type and the tobacco leaves are of relatively constant size, the second weight value corresponding to the weight flow error value can be appropriately increased, and the first weight value corresponding to the surface area flow error value can be reduced.
[0076] In this example embodiment, the first weight value is set to A and the second weight value is set to B. The first parameter value is obtained by multiplying the material surface area flow rate error value by the first weight value. That is, the first parameter value is: A*Se.
[0077] The second parameter value is obtained by multiplying the material weight flow error value by the second weight value. That is, the second parameter value is: B*Ve.
[0078] It should be noted that because the material surface area flow error value and the material weight flow error value have positive and negative values, the first parameter value and the second parameter value also have positive and negative values.
[0079] Then, the first parameter value and the second parameter value are simultaneously introduced into the PID controller as input material parameter values of the PID controller.
[0080] In the template configuration step S130 , the feeder can be regulated and controlled by setting the input parameters of the PID controller based on the material parameter values.
[0081] In this exemplary embodiment, a statistically averaged target water addition control amount and target flavoring control amount are calculated based on a comprehensive control amount regression analysis of multiple batches of the same brand. The target water addition control amount represents the target water absorption by the tobacco leaves expected to be achieved by the feeder process, and the target flavoring control amount represents the target flavoring absorption by the tobacco leaves expected to be achieved by the feeder process.
[0082] When there is an error between the target material surface area flow value and the current material surface area flow value, or when there is an error between the target material weight flow value and the current material weight flow value, the PID controller can be controlled to output the corresponding adjustment control amount to control the amount of material added or the amount of water added.
[0083] That is, the material parameter value and the target water addition control amount are added and input into the PID controller to obtain a water addition adjustment amount.
[0084] The material parameter value and the target feeding control amount are added and input into the PID controller to obtain a feeding adjustment amount.
[0085] In this exemplary embodiment, the amount of water added is controlled by the production line's electrical control cabinet. An electronic scale sends incoming material signals to the electronic control system, which compares the set water addition amount with the amount detected by the electromagnetic flowmeter. This system then controls the opening of the pneumatic control valve to adjust the amount of water added. This allows the humidifying water flow rate to vary based on the tobacco material flow rate measured by the electronic scale, thus achieving automatic, proportional, and quantitative water addition.
[0086] That is, when the water addition adjustment amount is greater than the target water addition control amount (when the material parameter value input to the PID controller is a negative number), the adjustment control of the feeder is completed by reducing the opening of the pneumatic regulating valve.
[0087] When the water addition adjustment amount is less than the target water addition control amount (when the material parameter value input to the PID controller is a positive number), the adjustment control of the feeder is completed by increasing the opening of the pneumatic regulating valve;
[0088] The amount of material added is also controlled by the production line's electrical control cabinet. The electronic scale sends the measured incoming material signal to the electronic control system, which compares the set amount of material added with the amount detected by the mass flow meter. The inverter output frequency is then controlled to change the speed of the feed pump motor. This causes the flow rate of the feed pump to change according to the material flow rate measured by the electronic scale, thus achieving automatic control of quantitative feeding according to the ratio.
[0089] That is, when the feeding adjustment amount is greater than the target feeding control amount (when the material parameter value input to the PID controller is a negative number), the feeding pump motor speed is reduced to complete the adjustment control of the feeding machine;
[0090] When the feeding adjustment amount is less than the target feeding control amount (when the material parameter value input to the PID controller is a positive number), the feeding machine is regulated and controlled by increasing the feeding pump motor speed.
[0091] Through weighted parallel control based on the material weight flow error value and the material surface area flow error value, the PID controller can give the control quantity of the feeder according to the weighted output values of the two targets, so as to solve the problem of the feeder losing sight of the weight flow target and the surface area flow target at the same time, thereby improving the accuracy of the feeder control.
[0092] It should be noted that although the steps of the method disclosed herein are depicted in a particular order in the accompanying drawings, this does not require or imply that the steps must be performed in that particular order, or that all steps must be performed to achieve the desired result. Additionally or alternatively, certain steps may be omitted, multiple steps may be combined into one, and / or one step may be decomposed into multiple steps.
[0093] In addition, in this exemplary embodiment, a feeder adjustment control device based on dual control amount is also provided. Figure 3 As shown, the feeder adjustment and control device 300 based on dual control amount may include: a material flow error value calculation module 310, a material parameter value setting module 320 and a feeder adjustment and control module 330. Among them:
[0094] The material flow error value calculation module 310 is used to calculate the preset dual flow of the material;
[0095] A material parameter value setting module 320 is used to set a weight for the material flow error value;
[0096] The feeder adjustment control module 330 is used to set the input parameters of the PID controller.
[0097] The specific details of each of the above-mentioned dual-control-amount-based feeder adjustment and control device modules have been described in detail in the corresponding dual-control-amount-based feeder adjustment and control method, and will not be repeated here.
[0098] It should be noted that although the above detailed description mentions a plurality of modules or units of the feeder adjustment control device 300 based on dual control quantity, this division is not mandatory. In fact, according to embodiments of the present disclosure, the features and functions of two or more modules or units described above can be embodied in one module or unit. Conversely, the features and functions of one module or unit described above can be further divided into multiple modules or units to be embodied.
[0099] In addition, in an exemplary embodiment of the present disclosure, an electronic device capable of implementing the above method is also provided.
[0100] Those skilled in the art will appreciate that various aspects of the present invention may be implemented as systems, methods, or program products. Accordingly, various aspects of the present invention may be implemented as a complete hardware embodiment, a complete software embodiment (including firmware, microcode, etc.), or a combination of hardware and software embodiments, which may be collectively referred to herein as "circuits," "modules," or "systems."
[0101] Refer to the following Figure 4 An electronic device 400 according to such an embodiment of the present invention will be described. Figure 4 The electronic device 400 shown is merely an example and should not limit the functions and scope of use of the embodiments of the present invention.
[0102] like Figure 4 As shown, electronic device 400 is implemented as a general-purpose computing device. Components of electronic device 400 may include, but are not limited to, the aforementioned at least one processing unit 410, the aforementioned at least one storage unit 420, a bus 430 connecting various system components (including storage unit 420 and processing unit 410), and a display unit 440.
[0103] The storage unit stores program codes that can be executed by the processing unit 410, so that the processing unit 410 performs the steps according to various exemplary embodiments of the present invention described in the above “Exemplary Methods” section of this specification. For example, the processing unit 410 may perform the following steps: Figure 1 Steps S110 to S130 shown in FIG.
[0104] The storage unit 420 may include a readable medium in the form of a volatile storage unit, such as a random access memory unit (RAM) 4201 and / or a cache memory unit 4202 , and may further include a read-only memory unit (ROM) 4203 .
[0105] The storage unit 420 may also include a program / utility 4204 having a set (at least one) of program modules 4205, such program modules 4205 including but not limited to: an operating system, one or more application programs, other program modules, and program data, each of which or some combination may include an implementation of a network environment.
[0106] Bus 430 may represent one or more of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, a processing unit, or a local bus using any of a variety of bus architectures.
[0107] The electronic device 400 can also communicate with one or more external devices 470 (e.g., a keyboard, a pointing device, a Bluetooth device, etc.), one or more devices that enable a user to interact with the electronic device 400, and / or any device that enables the electronic device 400 to communicate with one or more other computing devices (e.g., a router, a modem, etc.). Such communication can occur via an input / output (I / O) interface 450. Furthermore, the electronic device 400 can communicate with one or more networks (e.g., a local area network (LAN), a wide area network (WAN), and / or a public network such as the Internet) via a network adapter 460. As shown, the network adapter 460 communicates with other modules of the electronic device 400 via a bus 430. It should be understood that, although not shown in the figure, other hardware and / or software modules can be used in conjunction with the electronic device 400, including but not limited to microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems.
[0108] Through the description of the above embodiments, it is easy for those skilled in the art to understand that the example embodiments described herein can be implemented by software or by combining software with necessary hardware. Therefore, the technical solution according to the embodiments of the present disclosure can be embodied in the form of a software product, which can be stored in a non-volatile storage medium (which can be a CD-ROM, a USB flash drive, a mobile hard disk, etc.) or on a network, and includes a number of instructions to enable a computing device (which can be a personal computer, a server, a terminal device, or a network device, etc.) to execute the method according to the embodiments of the present disclosure.
[0109] In exemplary embodiments of the present disclosure, a computer-readable storage medium is also provided, storing a program product capable of implementing the aforementioned methods of this specification. In some possible embodiments, various aspects of the present invention may also be implemented in the form of a program product comprising program code. When the program product is executed on a terminal device, the program code is configured to cause the terminal device to perform the steps according to various exemplary embodiments of the present invention described in the "Exemplary Methods" section of this specification.
[0110] refer to Figure 5 As shown, a program product 500 for implementing the above method according to an embodiment of the present invention is described. The program product 500 may be a portable compact disc read-only memory (CD-ROM) and include program code, and may be run on a terminal device, such as a personal computer. However, the program product of the present invention is not limited thereto. In this document, a readable storage medium may be any tangible medium containing or storing a program that can be used by or in conjunction with an instruction execution system, apparatus, or device.
[0111] The program product may be implemented in any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. The readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device, or component, or any combination thereof. More specific examples (a non-exhaustive list) of readable storage media include: an electrical connection with one or more wires, a portable disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination thereof.
[0112] A computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, which carries readable program code. Such propagated data signals may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination thereof. A readable signal medium may also be any readable medium other than a readable storage medium that can transmit, propagate, or transfer a program for use by or in conjunction with an instruction execution system, apparatus, or device.
[0113] The program code embodied on the readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
[0114] The program code for performing the operations of the present invention may be written in any combination of one or more programming languages, including object-oriented programming languages such as Java, C++, and the like, as well as conventional procedural programming languages such as "C" or similar programming languages. The program code may be executed entirely on the user computing device, partially on the user device, as a stand-alone software package, partially on the user computing device and partially on a remote computing device, or entirely on a remote computing device or server. In cases involving a remote computing device, the remote computing device may be connected to the user computing device via any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computing device (e.g., via the Internet using an Internet service provider).
[0115] Furthermore, the above-described figures are merely illustrative of the processes included in the method according to exemplary embodiments of the present invention and are not intended to be limiting. It is readily understood that the processes illustrated in the above-described figures do not indicate or limit the temporal order of these processes. Furthermore, it is readily understood that these processes may be executed synchronously or asynchronously, for example, in multiple modules.
[0116] Other embodiments of the present disclosure will readily occur to those skilled in the art after considering the specification and practicing the invention disclosed herein. This application is intended to cover any variations, uses, or adaptations of the present disclosure that follow from the general principles of the present disclosure and include common knowledge or customary techniques in the art not disclosed herein. The description and examples are to be considered as exemplary only, with the true scope and spirit of the present disclosure being indicated by the claims.
[0117] It should be understood that the present disclosure is not limited to the exact structures that have been described above and shown in the drawings, and that various modifications and changes can be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.
Claims
1. A feeder adjustment control method based on dual control quantity, characterized in that: The method comprises: Step S110, based on the process flow of the feeder, calculate the preset double flow of the material to generate a material flow error value, wherein, By calculating the target material surface area flow value and the preset current material surface area flow value, the material surface area flow error value is generated; By calculating the target material weight flow value and the preset current material weight flow value, the material weight flow error value is generated; The material flow error value is generated by compounding the material surface area flow error value and the material weight flow error value; Step S120: Based on the material weight value, the material flow error value is weighted to generate a material parameter value, wherein: Based on the production process of the feeder, a first weight value is generated by setting the accuracy of the surface area flow rate; Based on the production process of the feeder, a second weight value is generated by setting the accuracy of the weight flow, wherein the sum of the first weight value and the second weight value is 1; Based on the first weight value, a first parameter value is generated by calculating the material surface area flow rate error value; Based on the second weight value, a second parameter value is generated by calculating the material weight flow error value; Generating the material parameter value by compounding the first parameter value and the second parameter value; Step S130 , based on the material parameter value, the input parameters of the PID controller are set to complete the regulation and control of the feeder.
2. The feeder adjustment and control method based on dual control amount according to claim 1, characterized in that: The step S110 further includes: By performing flow regression analysis on batch materials of the same brand, the surface area flow value of the target material and the weight flow value of the target material are generated; Calculate the surface area of a preset batch of materials through an image recognition system to generate the preset current material surface area flow value; The preset batch of materials is weighed and calculated by the electronic weighing system to generate the preset current material weight flow value.
3. The feeder adjustment and control method based on dual control amount according to claim 2, characterized in that: The step S110 further includes: When the target material surface area flow rate value is greater than the preset current material surface area flow rate value, the material surface area flow rate error value is a negative value; When the target material surface area flow rate value is less than the preset current material surface area flow rate value, the material surface area flow rate error value is a positive value; When the target material weight flow value is greater than the preset current material weight flow value, the material weight flow error value is a negative value; When the target material weight flow value is less than the preset current material weight flow value, the material weight flow error value is a positive value.
4. The feeder adjustment control method based on dual control amount according to claim 3, characterized in that: The step S130 further includes: By performing control quantity regression analysis on batch materials of the same brand, the target water addition control quantity and target material addition control quantity are generated; Based on the target water addition control amount, the water addition adjustment amount is generated by setting the material parameter value of the PID controller; Based on the target feeding control amount, the feeding adjustment amount is generated by setting the material parameter value of the PID controller.
5. The feeder adjustment control method based on dual control amount according to claim 4, characterized in that: The step S130 further includes: When the water addition adjustment amount is greater than the target water addition control amount, the adjustment control of the feeder is completed by reducing the opening of the pneumatic regulating valve; When the water addition adjustment amount is less than the target water addition control amount, the adjustment control of the feeder is completed by increasing the opening of the pneumatic regulating valve; When the feeding adjustment amount is greater than the target feeding control amount, the feeding pump motor speed is reduced to complete the adjustment control of the feeding machine; When the feeding adjustment amount is less than the target feeding control amount, the feeding machine is regulated and controlled by increasing the speed of the feeding pump motor.
6. A feeder adjustment and control device based on dual control quantities using the method according to any one of claims 1 to 5, characterized in that: The device comprises: Material flow error value calculation module, used to calculate the preset dual flow of materials; A material parameter value setting module, used for setting a weight for the material flow error value; The feeder adjustment control module is used to set the input parameters of the PID controller.
7. An electronic device, characterized in that: include processor; and A memory having computer-readable instructions stored thereon, wherein the computer-readable instructions are executed by the processor to implement the method according to any one of claims 1 to 5.
8. A computer-readable storage medium, characterized in that A computer program is stored thereon, and when the computer program is executed by a processor, the method according to any one of claims 1 to 5 is implemented.
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