Production control parameter adjusting system and method based on cable production result

Abstract

The embodiment of the invention discloses a production control parameter adjusting system and method based on a cable production result, and the method comprises the steps: obtaining a production process result corresponding to a current manufacturing link in a cable production process, and carrying out the recognition and classification processing of the production process result according to the manufacturing link, determining whether abnormal classification exists or not, determining production control parameters of the manufacturing link and corresponding parameter control values according to the abnormal classification under the condition that the abnormal classification exists, and obtaining use numerical values corresponding to the production control parameters in the current manufacturing link; and adjusting the use value according to the parameter control value. According to the scheme, the abnormal parameters of the production control equipment in the cable manufacturing link are determined and adjusted by analyzing the cable production result, the production process can be reversely controlled based on the cable production result, and the production intelligence degree is higher.

Description

Technical Field

[0001] The embodiments of the present application relate to the technical field of cable production, and in particular, to a production control parameter adjustment system and method based on cable production results. Background Art

[0002] Every detail of the cable production process is crucial. From the selection of raw materials to the final inspection of finished products, strict quality and precision control are required to ensure that the produced cables can meet the high standards of safety, performance and reliability. With the improvement of intelligence, control equipment can be used to automatically produce cables in various links of cable production, and the normal operation of these cable production control equipment plays a decisive role in the quality, safety and performance stability of cable products. Cable production control equipment includes extruders, winding machines, cutting machines, braiding machines, twisting machines and other control equipment. Each cable production control equipment is used in the corresponding cable production link. For example, the winding machine is mainly used in the wrapping link of the cable production process to wrap the extruded material around the copper core or aluminum core to form the basic structure of the cable.

[0003] In related cable production technologies, automated monitoring is usually used during the cable production process to identify whether the cables in each production link are qualified and whether production failures occur. However, there is a lack of a reasonable feedback adjustment mechanism for the cable production control process, and it is impossible to adjust the production control equipment in time when abnormal cable production occurs. Summary of the invention

[0004] The embodiments of the present invention provide a production control parameter adjustment system and method based on cable production results, which solves the problem that the existing cable production technology lacks a reasonable feedback adjustment mechanism for the cable production control process and cannot adjust the production control equipment in time when cable production abnormalities occur. The production process can be reversely controlled based on the cable production results, and the production is more intelligent.

[0005] In a first aspect, an embodiment of the present invention provides a method for adjusting production control parameters based on cable production results, comprising:

[0006] Obtain the production process results corresponding to the current production link in the cable production process;

[0007] Identify and classify the production process results according to the production link, and determine whether there is an abnormal classification. If there is an abnormal classification, determine the production control parameters of the production link and the corresponding parameter control values ​​according to the abnormal classification;

[0008] Obtain the usage value corresponding to the production control parameter in the current production link, and adjust the usage value according to the parameter control value.

[0009] Optionally, the production process result includes multiple result parameter data and result images, and the identifying and classifying the production process result according to the production link includes:

[0010] Determine the image recognition parameters associated with the production link, recognize the result image according to the image recognition parameters to obtain image recognition parameter values, and determine the image recognition parameters and the corresponding image recognition parameter values ​​as image recognition data of the result image;

[0011] The result parameter data and the image recognition data are classified and processed according to the production process.

[0012] Optionally, the classifying and processing the result parameter data and the image recognition data includes:

[0013] Determine the influencing parameters corresponding to the result parameter data and the image recognition data in the production link, and classify the result parameter data and the image recognition data with the same influencing parameters into the same category.

[0014] Optionally, the result parameter data includes a result parameter value, and the determining whether an abnormal classification exists includes:

[0015] Determine whether the result parameter value and the image recognition parameter value meet corresponding preset conditions, respectively, wherein the preset conditions include preset comparison values;

[0016] In the event that the result parameter value and / or the image recognition parameter value does not satisfy the corresponding preset conditions, the result parameter value and / or the image recognition parameter value that does not satisfy the corresponding preset conditions is determined as an abnormal parameter value, and the category corresponding to the abnormal parameter value is determined as an abnormal category.

[0017] Optionally, determining the production control parameters and corresponding parameter control values ​​of the production link according to the abnormal classification includes:

[0018] The influencing parameters corresponding to the abnormal classification are determined as the production control parameters of the production link, the standard parameter values ​​corresponding to the abnormal parameter values ​​in the abnormal classification are determined, and the parameter control values ​​corresponding to the production control parameters are calculated based on the abnormal parameter values ​​and the corresponding standard parameter values.

[0019] Optionally, calculating the parameter control value corresponding to the production control parameter according to the abnormal parameter value and the corresponding standard parameter value includes:

[0020] Calculate the difference between the abnormal parameter value and the corresponding standard parameter value, determine the preset difference range corresponding to the abnormal parameter value within which the difference falls, query the preset control value associated with the preset difference range according to the production control parameter, and determine the preset control value as the parameter control value corresponding to the production control parameter.

[0021] Optionally, determining the preset control value as the parameter control value corresponding to the production control parameter further includes:

[0022] When there are multiple abnormal parameter values ​​in the abnormal classification, the preset weight corresponding to each abnormal parameter value is determined, and the preset control value is multiplied and superimposed with the corresponding preset weight to obtain the parameter control value corresponding to the production control parameter.

[0023] In a second aspect, an embodiment of the present invention further provides a production control parameter adjustment system based on cable production results, comprising:

[0024] An acquisition module is used to obtain the production process results corresponding to the current production link in the cable production process;

[0025] An identification and classification module, used to identify and classify the production process results according to the production links;

[0026] A judgment module is used to determine whether there is an abnormal classification;

[0027] A control data determination module, used to determine the production control parameters of the production link and the corresponding parameter control values ​​according to the abnormal classification when the abnormal classification exists;

[0028] The acquisition module is further used to obtain the usage value corresponding to the production control parameter in the current production link;

[0029] An adjustment module is used to adjust the usage value according to the parameter control value.

[0030] In a third aspect, an embodiment of the present invention further provides a production control parameter adjustment device based on cable production results, the device comprising:

[0031] one or more processors;

[0032] a storage device for storing one or more programs,

[0033] When the one or more programs are executed by the one or more processors, the one or more processors implement the production control parameter adjustment method based on the cable production results described in the embodiment of the present invention.

[0034] In a fourth aspect, an embodiment of the present invention further provides a storage medium storing computer executable instructions, which, when executed by a computer processor, are used to execute the production control parameter adjustment method based on cable production results described in an embodiment of the present invention.

[0035] In an embodiment of the present invention, the production process result corresponding to the current production link in the cable production process is obtained, the production process result is identified and classified according to the current production link, and it is determined whether there is an abnormal classification. In the case of an abnormal classification, the production control parameters of the current production link and the corresponding parameter control values ​​are determined according to the abnormal classification, the usage values ​​corresponding to the production control parameters in the current production link are obtained, and the usage values ​​are adjusted according to the parameter control values. This solution determines and adjusts the abnormal parameters of the production control equipment in the cable production link by analyzing the cable production results, which solves the problem that the existing cable production technology lacks a reasonable feedback adjustment mechanism for the cable production control process and cannot adjust the production control equipment in time when abnormal cable production occurs. It can reversely control the production process based on the cable production results, and the production is more intelligent. BRIEF DESCRIPTION OF THE DRAWINGS

[0036] Figure 1 A flowchart of a method for adjusting production control parameters based on cable production results provided by an embodiment of the present invention;

[0037] Figure 2 A flowchart of a method for identifying and classifying production process results provided by an embodiment of the present invention;

[0038] Figure 3 A flowchart of a method for determining a production control parameter and a corresponding parameter control value provided by an embodiment of the present invention;

[0039] Figure 4 A module structure block diagram of a production control parameter adjustment system based on cable production results provided by an embodiment of the present invention;

[0040] Figure 5 A schematic diagram of the structure of a production control parameter adjustment device based on cable production results provided in an embodiment of the present invention. DETAILED DESCRIPTION

[0041] The embodiments of the present invention are further described in detail below in conjunction with the accompanying drawings and embodiments. It is to be understood that the specific embodiments described herein are only used to explain the embodiments of the present invention, rather than to limit the embodiments of the present invention. It is also necessary to explain that, for ease of description, only parts related to the embodiments of the present invention are shown in the accompanying drawings, rather than all structures.

[0042] The terms "first", "second", etc. in the specification and claims of this application are used to distinguish similar objects, and are not used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable under appropriate circumstances, so that the embodiments of the present application can be implemented in an order other than those illustrated or described here, and the objects distinguished by "first", "second", etc. are generally of one type, and the number of objects is not limited. For example, the first object can be one or more. In addition, "and or or" in the specification and claims represents at least one of the connected objects, and the character "or" generally indicates that the objects associated before and after are in an "or" relationship.

[0043] The production control parameter adjustment method based on the cable production results provided in the embodiment of the present application can be applied to production abnormality scenarios in the cable production process. The production control parameter adjustment method based on the cable production results provided in the embodiment of the present application, the execution subject of each step can be a computer device, which refers to any electronic device with data calculation, processing and storage capabilities, such as mobile phones, PCs (Personal Computers), tablet computers and other terminal devices, and can also be servers and other devices, which are not limited in the embodiment of the present application.

[0044] Figure 1 A flowchart of a method for adjusting production control parameters based on cable production results provided by an embodiment of the present invention is shown in FIG. Figure 1 As shown, specifically including:

[0045] Step S101, obtaining the production process result corresponding to the current production link in the cable production process.

[0046] Among them, the cable production process involves multiple steps. The manufacturing link is a step in the cable production process, which can be cable core manufacturing, insulation manufacturing, sheath manufacturing, and armoring. The production process results are used to characterize the data obtained after the production link is completed. An exemplary example can be that the current production link in the cable production process is the insulation layer manufacturing link. After the insulation layer manufacturing link is completed, the gelatinization degree of the produced cable insulation layer is 0, the smoothness is 95%, the tensile performance value is 600N, and the high temperature resistance performance value is 90℃.

[0047] Step S102: Identify and classify the production process results according to the production links, and determine whether there are any abnormal classifications.

[0048] Among them, the abnormal classification is used to characterize the classification of data anomalies. In one embodiment, multiple detection parameters associated with the production link are determined, and the parameter values ​​corresponding to the multiple detection parameters in the production process results are identified. The detection parameters and the corresponding parameter values ​​are determined as the data to be detected, and the data to be detected are classified and processed according to the current production link. Optionally, the production process results include multiple result parameter data and result images. A method of identification and classification processing can be: determine the image recognition parameters associated with the current production link, identify the result image according to the image recognition parameters associated with the current production link to obtain the image recognition parameter value, determine the image recognition parameters and the corresponding image recognition parameter value as the image recognition data of the result image, and classify the result parameter data and the image recognition data according to the current production link. The production link can be controlled in combination with the image result data and the parameter result data, and the rationality and accuracy of the control results can be improved. And determine whether there is an abnormal classification, optionally, the result parameter data includes a result parameter value, and a determination method may be: respectively determine whether the result parameter value and the image recognition parameter value meet the corresponding preset conditions, wherein the preset conditions include preset comparison values, and in the case that the result parameter value and / or the image recognition parameter value do not meet the corresponding preset conditions, the result parameter value and / or the image recognition parameter value that do not meet the corresponding preset conditions are determined as abnormal parameter values, and the classification corresponding to the abnormal parameter value is determined as an abnormal classification. An exemplary example may be that the first classification includes a tensile performance value of 600N, a high temperature resistance performance value of 90°C, and an insulating layer smoothness of 95%, the second classification includes an insulating layer gelatinization degree of 0, the tensile performance corresponding preset condition is a tensile performance value greater than 500N, the high temperature resistance performance corresponding preset condition is a high temperature resistance performance value greater than 120°C, the insulating layer gelatinization degree corresponding preset condition is an insulating layer gelatinization degree less than 0.5%, and the insulating layer smoothness degree corresponding preset condition is an insulating layer smoothness degree greater than 90%, wherein the high temperature resistance performance value in the first classification is less than 120°C, and does not meet the corresponding preset conditions, that is, the first classification is determined as an abnormal classification. In another embodiment, it is determined whether the result parameter value and the image recognition parameter value meet corresponding preset conditions respectively, and the parameter corresponding to the parameter value that does not meet the corresponding preset condition is determined as an abnormal parameter.

[0049] Step S103: in the case where the abnormal classification exists, determining the production control parameters of the production link and the corresponding parameter control values ​​according to the abnormal classification.

[0050] Among them, the production control parameter is used to characterize the parameter that needs to be controlled and adjusted when an abnormality occurs in the control equipment used in the current production link, and the parameter control value is used to characterize the numerical value of the production control parameter to be adjusted, which may include positive and negative values. In one embodiment, in the presence of an abnormal classification, the influencing parameter associated with the abnormal classification is determined and determined as the production control parameter of the current production link, and the parameter control value corresponding to the production control parameter is calculated according to the abnormal parameter value in the abnormal classification and the corresponding preset comparison value. Optionally, the influencing parameter corresponding to the abnormal classification is determined as the production control parameter of the current production link, the standard parameter value corresponding to the abnormal parameter value in the abnormal classification is determined, and the parameter control value corresponding to the production control parameter is calculated according to the abnormal parameter value in the abnormal classification and the corresponding standard parameter value. Determining the control data of the cable production link through the abnormal parameter data in the production process results can improve the rationality and accuracy of the control data.

[0051] Step S104: obtaining a usage value corresponding to the production control parameter in the current production link, and adjusting the usage value according to the parameter control value.

[0052] Among them, the usage value is used to characterize the value of the production control parameter used by the control device used in the production link during execution. After determining the production control parameters of the current production link and the corresponding parameter control value according to the abnormal classification, the value acquisition instruction is triggered to obtain the usage value corresponding to the production control parameter in the current production link recorded in the storage module, and the usage value corresponding to the production control parameter is adjusted according to the parameter control value, thereby realizing the reverse control of the production process based on the cable production results, and being able to automatically adjust the control parameters in the production process without manual intervention, and the production is more intelligent. An illustrative example may be that the current production link is the insulation layer production link, the production control parameter is the extrusion temperature, the current extruder extrusion temperature value is 220°C, and the parameter control value is -30°C, then the base temperature of the extruder is adjusted down by 30°C to ensure the normal operation of subsequent cable production.

[0053] From the above, it can be seen that the production process results corresponding to the current production link in the cable production process are obtained, the production process results are identified and classified according to the current production link, and it is determined whether there is an abnormal classification. In the case of an abnormal classification, the production control parameters and corresponding parameter control values ​​of the current production link are determined according to the abnormal classification, and the usage values ​​corresponding to the production control parameters in the current production link are obtained, and the usage values ​​are adjusted according to the parameter control values. This solution determines and adjusts the abnormal parameters of the production control equipment in the cable production link by analyzing the cable production results, which solves the problem that the existing cable production technology lacks a reasonable feedback adjustment mechanism for the cable production control process and cannot adjust the production control equipment in time when abnormal cable production occurs. It can reversely control the production process based on the cable production results, and the production is more intelligent.

[0054] Figure 2 A flowchart of a method for identifying and classifying production process results provided by an embodiment of the present invention, such as Figure 2 As shown, specifically including:

[0055] Step S201, obtaining the production process result corresponding to the current production link in the cable production process.

[0056] Step S202, determine the image recognition parameters associated with the production link, identify the result image according to the image recognition parameters to obtain image recognition parameter values, determine the image recognition parameters and the corresponding image recognition parameter values ​​as image recognition data of the result image, classify the result parameter data and the image recognition data according to the production link, and determine whether there is any abnormal classification.

[0057] The production process results include multiple result parameter data and result images, the result parameter data is used to characterize the relevant data of the parameters obtained after the production link is completed, and the result image is used to characterize the image of the production cable taken after the production link is completed. A method for identifying and classifying the production process results can be: determining the image recognition parameters associated with the current production link, identifying the result image according to the image recognition parameters associated with the current production link to obtain the image recognition parameter value, determining the image recognition parameters and the corresponding image recognition parameter values ​​as the image recognition data of the result image, and classifying the result parameter data and the image recognition data according to the current production link. In one embodiment, the influencing parameters corresponding to the result parameter data and the image recognition data in the current production link are determined, and the result parameter data and the image recognition data with the same influencing parameters are classified into the same category, wherein the influencing parameters are used to characterize the parameters that affect the production process results in the production link. An exemplary example may be that the current production link is the insulation layer production link, and the image recognition parameters associated with the insulation layer production link are the surface gelatinization degree and the surface smoothness degree. The surface gelatinization degree and the surface smoothness degree are recognized for the result image, and the recognition results are that the surface gelatinization degree is 0% and the surface smoothness degree is 95%. The surface gelatinization degree of 0% is determined as the first image recognition data, and the surface smoothness degree of 95% is determined as the second image recognition data. The result parameter data includes tensile performance data and high temperature performance data. The influencing parameter corresponding to the surface gelatinization degree in the insulation layer production link recorded in the query storage module is the extrusion temperature, and the influencing parameters corresponding to the surface smoothness degree, tensile performance value, and high temperature performance value are all extrusion pressure. Then the surface smoothness degree is divided into the first category, and the surface smoothness degree, tensile performance value, and high temperature performance value are divided into the second category. In another embodiment, the control device affected by the result parameter data and the image recognition data in the production link is determined, and the result parameter data and the image recognition data of the same influencing control device are determined as one category.

[0058] Step S203: in the case where the abnormal classification exists, determining the production control parameters of the production link and the corresponding parameter control values ​​according to the abnormal classification.

[0059] Step S204: obtaining a usage value corresponding to the production control parameter in the current production link, and adjusting the usage value according to the parameter control value.

[0060] As can be seen from the above, after obtaining the production process result corresponding to the current production link in the cable production process, the image recognition parameters associated with the current production link are determined, and the result image in the production process result is identified according to the image recognition parameters associated with the current production link to obtain the image recognition parameter value, and the image recognition parameters and the corresponding image recognition parameter values ​​are determined as the image recognition data of the result image, and the result parameter data and the image recognition data in the production process result are classified and processed according to the current production link. This solution can control the production link in combination with the image result data and the parameter result data by identifying the image in the production process result and classifying the recognition parameter data and the result parameter data, thereby improving the rationality and accuracy of the control results.

[0061] Figure 3 A flowchart of a method for determining a production control parameter and a corresponding parameter control value provided by an embodiment of the present invention, such as Figure 3 As shown, specifically including:

[0062] Step S301, obtaining the production process result corresponding to the current production link in the cable production process.

[0063] Step S302: Identify and classify the production process results according to the production links, and determine whether there are any abnormal classifications.

[0064] Step S303: In the case where the abnormal classification exists, the influencing parameter corresponding to the abnormal classification is determined as the production control parameter of the production link, the standard parameter value corresponding to the abnormal parameter value in the abnormal classification is determined, and the parameter control value corresponding to the production control parameter is calculated according to the abnormal parameter value and the corresponding standard parameter value.

[0065] Among them, the standard parameter value is used to characterize the parameter value that meets the set standard. In the case of an abnormal classification, the influencing parameter corresponding to the abnormal classification is determined as the production control parameter of the current production link, the standard parameter value corresponding to the abnormal parameter value in the abnormal classification is determined, and the parameter control value corresponding to the production control parameter is calculated according to the abnormal parameter value in the abnormal classification and the corresponding standard parameter value. Optionally, the difference between the abnormal parameter value in the abnormal classification and the corresponding standard parameter value is calculated, and the preset difference range corresponding to the abnormal parameter value into which the difference falls is determined. The preset control value associated with the preset difference range is queried according to the production control parameter, and the preset control value is determined as the parameter control value corresponding to the production control parameter. In the case that there are multiple abnormal parameter values ​​in the abnormal classification, the preset weight corresponding to each abnormal parameter value is determined, and the preset control value is multiplied and superimposed with the corresponding preset weight to obtain the parameter control value corresponding to the production control parameter. An exemplary example may be that the influencing parameter corresponding to the abnormal classification is the extrusion pressure, that is, the production control parameter is the extrusion pressure, and the abnormal classification includes the tensile performance abnormal value of 450N, the surface smoothness abnormal value of 70%, and the high temperature resistance abnormal value of 90°C. The corresponding standard parameter values ​​are 550N, 95%, and 130°C, respectively. The corresponding difference values ​​calculated are 100N, 25%, and 40°C, respectively. The preset difference range within which the tensile performance abnormal value falls is (50N, 100N], and the associated preset control value is -5MPa. The preset difference range within which the surface smoothness abnormal value falls is (20%, 40%], and the associated preset control value is -8MPa. The high temperature resistance abnormal value is -10MPa. The preset difference range that the value falls into is (30°C, 40°C], the associated preset control value is -10MPa, the preset weights corresponding to the tensile properties, surface smoothness, and high temperature resistance are 0.3, 0.2, and 0.5 respectively, and the parameter control value corresponding to the extrusion pressure is calculated to be -8.1MPa. In another embodiment, the difference between the abnormal parameter value in the abnormal classification and the corresponding preset comparison value is calculated, and the preset difference range corresponding to the abnormal parameter value into which the difference falls is determined. The preset control value associated with the preset difference range is queried according to the production control parameter, and the preset control value is determined as the parameter control value corresponding to the production control parameter, wherein the qualification degree of the preset comparison value is lower than the standard parameter value.

[0066] Step S304: obtaining a usage value corresponding to the production control parameter in the current production link, and adjusting the usage value according to the parameter control value.

[0067] From the above, it can be seen that in the case of abnormal classification, the influencing parameter corresponding to the abnormal classification is determined as the production control parameter of the current production link, the standard parameter value corresponding to the abnormal parameter value in the abnormal classification is determined, and the parameter control value corresponding to the production control parameter is calculated according to the abnormal parameter value in the abnormal classification and the corresponding standard parameter value. This solution determines the control data of the cable production link through the abnormal parameter data in the production process results, which can improve the rationality and accuracy of the control data.

[0068] Figure 4 This is a module structure diagram of a production control parameter adjustment system based on cable production results provided by an embodiment of the present invention. The system is used to execute the production control parameter adjustment method based on cable production results provided by the above embodiment, and has the corresponding functional modules and beneficial effects of the execution method. Figure 4 As shown, the system specifically includes:

[0069] An acquisition module 101 is used to acquire a production process result corresponding to a current production link in a cable production process;

[0070] An identification and classification module 102 is used to identify and classify the production process results according to the production links;

[0071] A judgment module 103 is used to determine whether there is an abnormal classification;

[0072] A control data determination module 104, for determining the production control parameters and corresponding parameter control values ​​of the production link according to the abnormal classification when the abnormal classification exists;

[0073] The acquisition module 101 is also used to obtain the usage value corresponding to the production control parameter in the current production link;

[0074] The adjustment module 105 is used to adjust the usage value according to the parameter control value.

[0075] It can be seen from the above scheme that the production process results corresponding to the current production link in the cable production process are obtained, the production process results are identified and classified according to the current production link, and it is determined whether there is an abnormal classification. In the case of an abnormal classification, the production control parameters and corresponding parameter control values ​​of the current production link are determined according to the abnormal classification, and the usage values ​​corresponding to the production control parameters in the current production link are obtained, and the usage values ​​are adjusted according to the parameter control values. This scheme determines and adjusts the abnormal parameters of the production control equipment in the cable production link by analyzing the cable production results, which solves the problem that the existing cable production technology lacks a reasonable feedback adjustment mechanism for the cable production control process and cannot adjust the production control equipment in time when abnormal cable production occurs. It can reversely control the production process based on the cable production results, and the production is more intelligent.

[0076] In a possible embodiment, the identification and classification module 102 is specifically configured to:

[0077] Determine the image recognition parameters associated with the production link, recognize the result image according to the image recognition parameters to obtain image recognition parameter values, and determine the image recognition parameters and the corresponding image recognition parameter values ​​as image recognition data of the result image;

[0078] The result parameter data and the image recognition data are classified and processed according to the production process.

[0079] In a possible embodiment, the identification and classification module 102 is further used for:

[0080] Determine the influencing parameters corresponding to the result parameter data and the image recognition data in the production link, and classify the result parameter data and the image recognition data with the same influencing parameters into the same category.

[0081] In a possible embodiment, the determining module 103 is specifically configured to:

[0082] Determine whether the result parameter value and the image recognition parameter value meet corresponding preset conditions, respectively, wherein the preset conditions include preset comparison values;

[0083] In the event that the result parameter value and / or the image recognition parameter value does not satisfy the corresponding preset conditions, the result parameter value and / or the image recognition parameter value that does not satisfy the corresponding preset conditions is determined as an abnormal parameter value, and the category corresponding to the abnormal parameter value is determined as an abnormal category.

[0084] In a possible embodiment, the control data determination module 104 is specifically configured to:

[0085] The influencing parameters corresponding to the abnormal classification are determined as the production control parameters of the production link, the standard parameter values ​​corresponding to the abnormal parameter values ​​in the abnormal classification are determined, and the parameter control values ​​corresponding to the production control parameters are calculated based on the abnormal parameter values ​​and the corresponding standard parameter values.

[0086] In a possible embodiment, the control data determination module 104 is further configured to:

[0087] Calculate the difference between the abnormal parameter value and the corresponding standard parameter value, determine the preset difference range corresponding to the abnormal parameter value within which the difference falls, query the preset control value associated with the preset difference range according to the production control parameter, and determine the preset control value as the parameter control value corresponding to the production control parameter.

[0088] In a possible embodiment, the control data determination module 104 is further configured to:

[0089] When there are multiple abnormal parameter values ​​in the abnormal classification, the preset weight corresponding to each abnormal parameter value is determined, and the preset control value is multiplied and superimposed with the corresponding preset weight to obtain the parameter control value corresponding to the production control parameter.

[0090] Figure 5 A schematic diagram of the structure of a production control parameter adjustment device based on cable production results provided by an embodiment of the present invention, such as Figure 5 As shown, the device includes a processor 201, a memory 202, an input device 203 and an output device 204; the number of processors 201 in the device can be one or more. Figure 5 A processor 201 is taken as an example; the processor 201, memory 202, input device 203 and output device 204 in the device can be connected by a bus or other means. Figure 5 In the example, the connection through the bus is taken. The memory 202, as a computer-readable storage medium, can be used to store software programs, computer executable programs and modules, such as program instructions or modules corresponding to the production control parameter adjustment method based on the cable production results in the embodiment of the present invention. The processor 201 executes various functional applications and data processing of the device by running the software programs, instructions and modules stored in the memory 202, that is, realizes the above-mentioned production control parameter adjustment method based on the cable production results. The input device 203 can be used to receive input digital or character information, and generate key signal input related to the user settings and function control of the device. The output device 204 may include a display device such as a display screen.

[0091] An embodiment of the present invention further provides a storage medium comprising computer executable instructions, wherein the computer executable instructions are used to execute a production control parameter adjustment method based on cable production results when executed by a computer processor, the method comprising:

[0092] Obtain the production process results corresponding to the current production link in the cable production process;

[0093] Identify and classify the production process results according to the production link, and determine whether there is an abnormal classification. If there is an abnormal classification, determine the production control parameters of the production link and the corresponding parameter control values ​​according to the abnormal classification;

[0094] Obtain the usage value corresponding to the production control parameter in the current production link, and adjust the usage value according to the parameter control value.

[0095] It is worth noting that in the embodiment of the production control parameter adjustment method system based on cable production results, the various units and modules included are divided only according to functional logic, but are not limited to the above division, as long as the corresponding functions can be achieved; in addition, the specific names of the functional units are only for the convenience of distinguishing each other, and are not used to limit the protection scope of the embodiments of the present invention.

[0096] Note that the above are only preferred embodiments of the present invention and the technical principles used. Those skilled in the art will understand that the embodiments of the present invention are not limited to the specific embodiments described herein, and that various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the protection scope of the embodiments of the present invention. Therefore, although the embodiments of the present invention are described in more detail through the above embodiments, the embodiments of the present invention are not limited to the above embodiments, and may include more other equivalent embodiments without departing from the concept of the embodiments of the present invention, and the scope of the embodiments of the present invention is determined by the scope of the appended claims.

Claims

1. A production control parameter adjustment method based on cable production results, characterized in that: include: Obtain the production process results corresponding to the current production link in the cable production process; Identify and classify the production process results according to the production link, and determine whether there is an abnormal classification. If there is an abnormal classification, determine the production control parameters of the production link and the corresponding parameter control values ​​according to the abnormal classification; Obtain the usage value corresponding to the production control parameter in the current production link, and adjust the usage value according to the parameter control value.

2. The production control parameter adjustment method based on cable production results according to claim 1 is characterized in that: The production process results include multiple result parameter data and result images. The identification and classification of the production process results according to the production links include: Determine the image recognition parameters associated with the production link, recognize the result image according to the image recognition parameters to obtain image recognition parameter values, and determine the image recognition parameters and the corresponding image recognition parameter values ​​as image recognition data of the result image; The result parameter data and the image recognition data are classified and processed according to the production process.

3. The production control parameter adjustment method based on cable production results according to claim 2 is characterized in that: The classifying and processing the result parameter data and the image recognition data includes: Determine the influencing parameters corresponding to the result parameter data and the image recognition data in the production link, and classify the result parameter data and the image recognition data with the same influencing parameters into the same category.

4. The production control parameter adjustment method based on cable production results according to any one of claims 1 to 3, characterized in that: The result parameter data includes a result parameter value, and the determining whether an abnormal classification exists includes: Determine whether the result parameter value and the image recognition parameter value meet corresponding preset conditions, respectively, wherein the preset conditions include preset comparison values; In the event that the result parameter value and / or the image recognition parameter value does not satisfy the corresponding preset conditions, the result parameter value and / or the image recognition parameter value that does not satisfy the corresponding preset conditions is determined as an abnormal parameter value, and the category corresponding to the abnormal parameter value is determined as an abnormal category.

5. The method for adjusting production control parameters based on cable production results according to any one of claims 1 to 3, characterized in that: The step of determining the production control parameters and corresponding parameter control values ​​of the production link according to the abnormal classification includes: The influencing parameters corresponding to the abnormal classification are determined as the production control parameters of the production link, the standard parameter values ​​corresponding to the abnormal parameter values ​​in the abnormal classification are determined, and the parameter control values ​​corresponding to the production control parameters are calculated based on the abnormal parameter values ​​and the corresponding standard parameter values.

6. The production control parameter adjustment method based on cable production results according to claim 5 is characterized in that: The calculating the parameter control value corresponding to the production control parameter according to the abnormal parameter value and the corresponding standard parameter value includes: Calculate the difference between the abnormal parameter value and the corresponding standard parameter value, determine the preset difference range corresponding to the abnormal parameter value within which the difference falls, query the preset control value associated with the preset difference range according to the production control parameter, and determine the preset control value as the parameter control value corresponding to the production control parameter.

7. The production control parameter adjustment method based on cable production results according to claim 6 is characterized in that: The step of determining the preset control value as the parameter control value corresponding to the production control parameter further includes: When there are multiple abnormal parameter values ​​in the abnormal classification, the preset weight corresponding to each abnormal parameter value is determined, and the preset control value is multiplied and superimposed with the corresponding preset weight to obtain the parameter control value corresponding to the production control parameter.

8. A production control parameter adjustment system based on cable production results, characterized in that: include: An acquisition module is used to obtain the production process results corresponding to the current production link in the cable production process; An identification and classification module, used to identify and classify the production process results according to the production links; A judgment module is used to determine whether there is an abnormal classification; A control data determination module, used to determine the production control parameters of the production link and the corresponding parameter control values ​​according to the abnormal classification when the abnormal classification exists; The acquisition module is further used to obtain the usage value corresponding to the production control parameter in the current production link; An adjustment module is used to adjust the usage value according to the parameter control value.

9. A production control parameter adjustment device based on cable production results, the device comprising: one or more processors; A storage device for storing one or more programs. When the one or more programs are executed by the one or more processors, the one or more processors implement the production control parameter adjustment method based on cable production results as described in any one of claims 1-7.

10. A storage medium storing computer executable instructions, wherein the computer executable instructions, when executed by a computer processor, are used to execute the production control parameter adjustment method based on cable production results as described in any one of claims 1 to 7.

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