Production line intelligent control method and device based on multi-source information

Abstract

The present invention relates to the technical field of production line control, and discloses a production line intelligent control method and device based on multi-source information, the method comprising: obtaining target production information of a target product; obtaining product information and production equipment information of the target product; determining control parameters of a production line corresponding to the target product according to the target production information, product information and production equipment information, and controlling the production line to produce the target product according to the control parameters. It can be seen that the implementation of the present invention can determine the control parameters of the production line based on the target production information, product information and production equipment information of the target product, thereby realizing intelligent control of the production line, so that not only can the manpower and material resources required for the production line to produce the target product be reduced, but also the control reliability and accuracy of the production line can be improved, thereby facilitating the realization of an efficient production process for the target product.

Description

Technical Field

[0001] The present invention relates to the technical field of production line control, and in particular to a production line intelligent control method and device based on multi-source information. Background Art

[0002] With the rapid development of artificial intelligence and the Internet of Things, production lines have gradually become automated, intelligent, and efficient, bringing revolutionary changes to the manufacturing industry. At present, the control of production lines is generally achieved by production dispatchers who manually arrange production plans based on the historical production conditions of the workshop and current production needs. However, it has been found in practice that this traditional production line control method requires a lot of manpower and material resources, and there are many changes in production conditions, making it difficult to improve the reliability and accuracy of production line control. It can be seen that it is particularly important to provide a method that can improve the accuracy of production line control. Summary of the invention

[0003] The present invention provides a production line intelligent control method and device based on multi-source information, which can not only reduce the manpower and material resources required for the production line when producing target products, but also improve the control reliability and accuracy of the production line, thereby facilitating the realization of an efficient production process for the target products.

[0004] In order to solve the above technical problems, the first aspect of the present invention discloses a production line intelligent control method based on multi-source information, the method comprising:

[0005] Obtaining target production information of a target product; the target production information includes historical production conditions and production demand information;

[0006] Acquire product information and production equipment information of the target product; the product information includes product raw material information and / or product type information, and the production equipment information includes at least one of production equipment operation information, production equipment damage information, and production equipment type information;

[0007] According to the target production information, the product information and the production equipment information, control parameters of the production line corresponding to the target product are determined, and according to the control parameters, the production line is controlled to produce the target product.

[0008] As an optional implementation manner, in the first aspect of the present invention, determining the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information includes:

[0009] When the product information includes the product raw material information, the source information of the raw materials required for the target product is determined according to the product raw material information, and the transportation requirement information of the raw materials is determined according to the source information of the raw materials; the transportation requirement information includes at least one of the transportation tool requirement information, transportation time requirement information, transportation stability requirement information and transportation freshness requirement information;

[0010] Determine, based on the transportation demand information, the impact of raw material transportation on the production line corresponding to the target product when producing the target product; the impact of raw material transportation includes raw material transportation delay and / or raw material transportation damage;

[0011] According to the impact of the raw material transportation, the target production information and the production equipment information, the control parameters of the production line corresponding to the target product are determined.

[0012] As an optional implementation manner, in the first aspect of the present invention, determining the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information includes:

[0013] When the product information includes the product type information, determining product feature information of the target product according to the product type information; the product feature information includes at least one of product material information, product component structure information, and product hardness information;

[0014] According to the product characteristic information, predict the production impact on the target product when the production line corresponding to the target product produces the target product; the production impact includes at least one of the following: production damage impact, production deterioration impact, production moisture impact, and production deformation impact;

[0015] According to the production impact situation, the target production information and the production equipment information, control parameters of the production line corresponding to the target product are determined.

[0016] As an optional implementation manner, in the first aspect of the present invention, predicting, based on the product feature information, the production impact on the target product when the production line corresponding to the target product produces the target product, includes:

[0017] Acquire production environment parameters of the production line corresponding to the target product; the production environment parameters include at least one of production temperature parameters, production humidity parameters, production air quality parameters, and production lighting parameters;

[0018] According to the product characteristic information and the production environment parameters, predicting the target condition of the target product under the production environment of the production line; the target condition includes at least one of heat absorption condition, water absorption condition and chemical change condition;

[0019] According to the target situation of the target product, the production impact on the target product when the production line corresponding to the target product produces the target product is predicted.

[0020] As an optional implementation manner, in the first aspect of the present invention, before determining the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information, the method further includes:

[0021] Acquiring personnel parameters and work parameters of production personnel of the target product; the personnel parameters include personnel function parameters and / or production experience parameters, and the work parameters include working time parameters and / or work efficiency parameters;

[0022] Predicting the production participation of the production personnel for the production line corresponding to the target product based on the personnel parameters and work parameters of the production personnel of the target product;

[0023] Determine, based on the production participation situation, the degree of production impact of the production personnel on the production line, and judge whether the degree of production impact is greater than or equal to a preset impact threshold;

[0024] When the judgment result is yes, determining the control parameters of the production line corresponding to the target product according to the production participation situation, the target production information, the product information and the production equipment information;

[0025] When the judgment result is no, the control parameters of the production line corresponding to the target product are determined according to the target production information, the product information and the production equipment information.

[0026] As an optional embodiment, in the first aspect of the present invention, the method further comprises:

[0027] In the process of controlling the production line to produce the target product, obtaining monitoring characteristic information of the monitoring equipment of the production line; the monitoring characteristic information includes at least one of monitoring time information, monitoring mode information and monitoring location information;

[0028] Acquire production monitoring information of the monitoring device, and analyze the current production change situation according to the production monitoring information and the monitoring feature information; the production monitoring information includes product monitoring information and / or production line monitoring information, and the current production change situation includes the change situation of the target product and / or the change situation of the production line;

[0029] According to the current production change situation, determine whether it is necessary to perform a matching production control operation. If so, perform the production control operation; the production control operation includes the control operation of the production line and / or the removal operation of the target product.

[0030] As an optional implementation, in the first aspect of the present invention, judging whether it is necessary to perform a matching production control operation according to the current production change situation includes:

[0031] Determining product quality parameters of the target product according to the current production change situation;

[0032] Obtaining product quality requirement parameters of a demand object corresponding to the target product, and judging whether the target product meets the production requirement conditions of the demand object according to the product quality parameters and the product quality requirement parameters;

[0033] When it is determined that the target product does not meet the production requirement conditions, obtaining the production function parameters of the production line, and determining the success probability of quality improvement of the production line for the target product according to the production function parameters and the product quality parameters;

[0034] Determining whether the quality improvement success probability is greater than or equal to a preset success probability threshold;

[0035] When it is determined that the quality improvement success probability is greater than or equal to the success probability threshold, it is determined that the production line regulation operation needs to be performed;

[0036] When it is determined that the quality improvement success probability is less than the success probability threshold, it is determined that the removal operation of the target product needs to be performed.

[0037] The second aspect of the present invention discloses a production line intelligent control device based on multi-source information, the device comprising:

[0038] an acquisition module, configured to acquire target production information of a target product; the target production information includes historical production conditions and production demand information; and acquire product information and production equipment information of the target product; the product information includes product raw material information and / or product type information, and the production equipment information includes at least one of production equipment operation information, production equipment damage information, and production equipment type information;

[0039] A determination module, used to determine the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information;

[0040] A control module is used to control the production line to produce the target product according to the control parameters.

[0041] As an optional implementation, in the second aspect of the present invention, the determination module determines the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information, specifically including:

[0042] When the product information includes the product raw material information, the source information of the raw materials required for the target product is determined according to the product raw material information, and the transportation requirement information of the raw materials is determined according to the source information of the raw materials; the transportation requirement information includes at least one of the transportation tool requirement information, transportation time requirement information, transportation stability requirement information and transportation freshness requirement information;

[0043] Determine, based on the transportation demand information, the impact of raw material transportation on the production line corresponding to the target product when producing the target product; the impact of raw material transportation includes raw material transportation delay and / or raw material transportation damage;

[0044] According to the impact of the raw material transportation, the target production information and the production equipment information, the control parameters of the production line corresponding to the target product are determined.

[0045] As an optional implementation, in the second aspect of the present invention, the determination module determines the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information, specifically including:

[0046] When the product information includes the product type information, determining product feature information of the target product according to the product type information; the product feature information includes at least one of product material information, product component structure information, and product hardness information;

[0047] According to the product characteristic information, predict the production impact on the target product when the production line corresponding to the target product produces the target product; the production impact includes at least one of the following: production damage impact, production deterioration impact, production moisture impact, and production deformation impact;

[0048] According to the production impact situation, the target production information and the production equipment information, control parameters of the production line corresponding to the target product are determined.

[0049] As an optional implementation, in the second aspect of the present invention, the determination module predicts, based on the product feature information, the production impact on the target product when the production line corresponding to the target product produces the target product, in a manner specifically including:

[0050] Acquire production environment parameters of the production line corresponding to the target product; the production environment parameters include at least one of production temperature parameters, production humidity parameters, production air quality parameters, and production lighting parameters;

[0051] According to the product characteristic information and the production environment parameters, predicting the target condition of the target product under the production environment of the production line; the target condition includes at least one of heat absorption condition, water absorption condition and chemical change condition;

[0052] According to the target situation of the target product, the production impact on the target product when the production line corresponding to the target product produces the target product is predicted.

[0053] As an optional implementation, in the second aspect of the present invention, the acquisition module is further used to:

[0054] Before determining the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information, obtaining personnel parameters and work parameters of the production personnel of the target product; the personnel parameters include personnel function parameters and / or production experience parameters, and the work parameters include working time parameters and / or work efficiency parameters;

[0055] And, the device further comprises:

[0056] A prediction module, used to predict the production participation of the production personnel for the production line corresponding to the target product according to the personnel parameters and work parameters of the production personnel of the target product;

[0057] The determination module is further used to determine the production impact of the production personnel on the production line according to the production participation situation;

[0058] A first judgment module is used to judge whether the production impact degree is greater than or equal to a preset impact degree threshold;

[0059] The determination module is also used to determine the control parameters of the production line corresponding to the target product based on the production participation situation, the target production information, the product information and the production equipment information when the judgment result of the first judgment module is yes; and determine the control parameters of the production line corresponding to the target product based on the target production information, the product information and the production equipment information when the judgment result of the first judgment module is no.

[0060] As an optional implementation, in the second aspect of the present invention, the acquisition module is further used to:

[0061] In the process of the control module controlling the production line to produce the target product, obtaining monitoring characteristic information of the monitoring equipment of the production line; the monitoring characteristic information includes at least one of monitoring time information, monitoring mode information and monitoring location information; obtaining production monitoring information of the monitoring equipment;

[0062] And, the device further comprises:

[0063] An analysis module, configured to analyze the current production change situation according to the production monitoring information and the monitoring feature information; the production monitoring information includes product monitoring information and / or production line monitoring information, and the current production change situation includes the change situation of the target product and / or the change situation of the production line;

[0064] A second judgment module is used to judge whether a matching production control operation needs to be performed according to the current production change situation;

[0065] The control module is further configured to execute the production control operation when the judgment result of the second judgment module is yes; the production control operation includes the control operation of the production line and / or the removal operation of the target product.

[0066] As an optional implementation, in the second aspect of the present invention, the second judgment module determines whether it is necessary to perform a matching production control operation according to the current production change situation, specifically including:

[0067] Determining product quality parameters of the target product according to the current production change situation;

[0068] Obtaining product quality requirement parameters of a demand object corresponding to the target product, and judging whether the target product meets the production requirement conditions of the demand object according to the product quality parameters and the product quality requirement parameters;

[0069] When it is determined that the target product does not meet the production requirement conditions, obtaining the production function parameters of the production line, and determining the success probability of quality improvement of the production line for the target product according to the production function parameters and the product quality parameters;

[0070] Determining whether the quality improvement success probability is greater than or equal to a preset success probability threshold;

[0071] When it is determined that the quality improvement success probability is greater than or equal to the success probability threshold, it is determined that the production line regulation operation needs to be performed;

[0072] When it is determined that the quality improvement success probability is less than the success probability threshold, it is determined that the removal operation of the target product needs to be performed.

[0073] The third aspect of the present invention discloses another intelligent control device for a production line based on multi-source information, the device comprising:

[0074] A memory storing executable program code;

[0075] a processor coupled to the memory;

[0076] The processor calls the executable program code stored in the memory to execute the production line intelligent control method based on multi-source information disclosed in the first aspect of the present invention.

[0077] The fourth aspect of the present invention discloses a computer storage medium, which stores computer instructions. When the computer instructions are called, they are used to execute the production line intelligent control method based on multi-source information disclosed in the first aspect of the present invention.

[0078] Compared with the prior art, the embodiments of the present invention have the following beneficial effects:

[0079] In the embodiment of the present invention, the target production information of the target product is obtained; the product information and production equipment information of the target product are obtained; the control parameters of the production line corresponding to the target product are determined according to the target production information, product information and production equipment information, and the production line is controlled to produce the target product according to the control parameters. It can be seen that the implementation of the present invention can determine the control parameters of the production line based on the target production information, product information and production equipment information of the target product, thereby realizing intelligent control of the production line. In this way, not only can the manpower and material resources required for the production line to produce the target product be reduced, but also the control reliability and accuracy of the production line can be improved, thereby facilitating the realization of an efficient production process for the target product. BRIEF DESCRIPTION OF THE DRAWINGS

[0080] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0081] Figure 1 It is a flow chart of a production line intelligent control method based on multi-source information disclosed in an embodiment of the present invention;

[0082] Figure 2 It is a flow chart of another intelligent control method for a production line based on multi-source information disclosed in an embodiment of the present invention;

[0083] Figure 3 It is a structural schematic diagram of a production line intelligent control device based on multi-source information disclosed in an embodiment of the present invention;

[0084] Figure 4 It is a structural schematic diagram of another intelligent control device for a production line based on multi-source information disclosed in an embodiment of the present invention;

[0085] Figure 5 It is a structural schematic diagram of another production line intelligent control device based on multi-source information disclosed in an embodiment of the present invention. DETAILED DESCRIPTION

[0086] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0087] The terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish different objects rather than to describe a specific order. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions. For example, a process, method, device, product or end including a series of steps or units is not limited to the listed steps or units, but may optionally include steps or units that are not listed, or may optionally include other steps or units inherent to these processes, methods, products or ends.

[0088] Reference to "embodiments" herein means that a particular feature, structure, or characteristic described in conjunction with the embodiments may be included in at least one embodiment of the present invention. The appearance of the phrase in various places in the specification does not necessarily refer to the same embodiment, nor is it an independent or alternative embodiment that is mutually exclusive with other embodiments. It is explicitly and implicitly understood by those skilled in the art that the embodiments described herein may be combined with other embodiments.

[0089] The present invention discloses a production line intelligent control method and device based on multi-source information, which can not only reduce the manpower and material resources required for the production line when producing target products, but also improve the control reliability and accuracy of the production line, thereby facilitating the realization of an efficient production process for the target products.

[0090] Embodiment 1

[0091] See also Figure 1 , Figure 1 is a flowchart of a production line intelligent control method based on multi-source information disclosed in an embodiment of the present invention. Optionally, the method can be implemented by a production line control device, which can be integrated in a production line control device, or can be a local server or cloud server for processing the production line control process, etc., which is not limited in the embodiment of the present invention. Figure 1 As shown, the production line intelligent control method based on multi-source information may include the following operations:

[0092] 101. Obtain target production information of a target product.

[0093] In the embodiment of the present invention, the product type of the target product may be food, electronic products, furniture, office supplies, etc., which is not limited in this embodiment. The target production information includes historical production conditions and production demand information. Optionally, the production demand information includes production volume demand information, production efficiency demand information, production time demand information, etc.

[0094] 102. Obtain product information and production equipment information of the target product.

[0095] In the embodiment of the present invention, optionally, the product information includes product raw material information and / or product type information. Further optionally, the product raw material information includes product raw material type information, product raw material source information, product raw material shelf life information, etc., and the production equipment information includes at least one of production equipment operation information, production equipment damage information, and production equipment type information.

[0096] 103. Determine control parameters of a production line corresponding to the target product based on target production information, product information, and production equipment information, and control the production line to produce the target product based on the control parameters.

[0097] In the embodiment of the present invention, the production line includes a plurality of production equipments. Optionally, the control parameters of the production line include the rate control parameters, time control parameters, stroke control parameters, etc. of each production equipment.

[0098] It can be seen that the implementation of the embodiment of the present invention can determine the control parameters of the production line based on the target production information, product information and production equipment information of the target product, thereby realizing intelligent control of the production line. In this way, not only can the manpower and material resources required for the production line to produce the target product be reduced, but also the control reliability and accuracy of the production line can be improved, which is conducive to realizing an efficient production process for the target product.

[0099] In an optional embodiment, the step 103 above determines the control parameters of the production line corresponding to the target product according to the target production information, product information and production equipment information, including:

[0100] When the product information includes product raw material information, source information of the raw materials required for the target product is determined based on the product raw material information, and transportation demand information of the raw materials is determined based on the source information of the raw materials;

[0101] Based on the transportation demand information, determine the impact of raw material transportation on the production line corresponding to the target product when producing the target product;

[0102] Determine the control parameters of the production line corresponding to the target product based on the impact of raw material transportation, target production information and production equipment information.

[0103] In this optional embodiment, the transportation demand information optionally includes at least one of transportation tool demand information, transportation time demand information, transportation stability demand information, and transportation preservation demand information. Further optionally, the raw material transportation impact includes raw material transportation delay and / or raw material transportation damage. For example, if the raw material transportation time of the target product is long, it may affect the raw material transportation delay. At this time, the production efficiency of the production line can be adaptively reduced to ensure that there are sufficient raw materials to produce the target product.

[0104] It can be seen that this optional embodiment can determine the transportation demand information of the raw materials based on the product raw material information, and then determine the impact of the raw material transportation on the target product, so as to determine the control parameters of the production line based on the impact of raw material transportation, the target production information of the target product and the production equipment information. In this way, the reliability and accuracy of the determination of the control parameters of the production line can be improved, and then the efficiency of the control of the production line can be improved, so that the target product can be produced quickly and accurately.

[0105] In another optional embodiment, the step 103 above determines the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information, including:

[0106] When the product information includes product type information, determining product feature information of the target product according to the product type information;

[0107] According to the product feature information, predict the production impact of the target product on the production line corresponding to the target product when the target product is produced;

[0108] Determine the control parameters of the production line corresponding to the target product based on the production impact, target production information and production equipment information.

[0109] In this optional embodiment, the product feature information optionally includes at least one of product material information, product component structure information, and product hardness information. Further optionally, the production impact includes at least one of production damage impact, production deterioration impact, production moisture impact, and production deformation impact. For example, if the target product is made of a special material and is relatively brittle, and the target product is easily damaged when the production line is producing the target product, then the production efficiency of the production line can be adaptively reduced to ensure that the target product can be stably produced.

[0110] It can be seen that this optional embodiment can determine the product feature information of the target product based on the product type information, and then determine the production impact on the target product, so as to determine the control parameters of the production line based on the production impact, the target production information of the target product and the production equipment information. In this way, not only can the reliability and accuracy of determining the control parameters of the production line be further improved, but also the production stability of the target product can be improved, thereby improving the production efficiency and safety of the target product.

[0111] In yet another optional embodiment, the above step of predicting, based on the product feature information, the production impact on the target product when the production line corresponding to the target product produces the target product includes:

[0112] Obtain the production environment parameters of the production line corresponding to the target product;

[0113] Based on product feature information and production environment parameters, predict the target situation of the target product in the production environment of the production line;

[0114] According to the target situation of the target product, the production impact on the target product when the production line corresponding to the target product is producing the target product is predicted.

[0115] In this optional embodiment, the production environment parameter optionally includes at least one of a production temperature parameter, a production humidity parameter, a production air quality parameter, and a production lighting parameter. Further optionally, the target condition includes at least one of a heat absorption condition, a water absorption condition, and a chemical change condition. For example, when the production environment humidity of the production line corresponding to the target product is high, it can be predicted that the target product may absorb moisture in the air during the production process, and then the target product will become damp, so that the production temperature of the target product can be adaptively increased or the dehumidification mode can be turned on.

[0116] It can be seen that this optional embodiment can predict the target situation produced by the target product based on the production environment parameters of the production line corresponding to the target product, and then predict the production impact situation on the target product. In this way, the reliability and accuracy of the prediction of the production impact situation on the target product are improved, and then the subsequent control reliability, accuracy and efficiency of the production line are improved, thereby improving the adaptability of the production line and the target product to the production environment.

[0117] In yet another optional embodiment, before determining the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information in the above step 103, the method further includes:

[0118] Obtaining personnel parameters and work parameters of production personnel of target products;

[0119] According to the personnel parameters and work parameters of the production personnel of the target product, predict the production participation of the production personnel for the production line corresponding to the target product;

[0120] Determine the production impact of production personnel on the production line based on the production participation situation, and judge whether the production impact is greater than or equal to the preset impact threshold;

[0121] When the judgment result is yes, the control parameters of the production line corresponding to the target product are determined according to the production participation situation, the target production information, the product information and the production equipment information;

[0122] When the judgment result is no, the control parameters of the production line corresponding to the target product are determined according to the target production information, product information and production equipment information.

[0123] In this optional embodiment, the personnel parameters include personnel function parameters and / or production experience parameters, and the work parameters include work time parameters and / or work efficiency parameters. For example, if the production personnel have less production experience, it will affect the production efficiency of the production line. At this time, the production efficiency of the production line can be adaptively reduced to ensure that the operation rate of the production line can match the work efficiency of the production personnel.

[0124] It can be seen that this optional embodiment can predict the production personnel's participation in the production of the production line based on the personnel parameters and work parameters of the production personnel, and then predict the degree of production influence of the production personnel on the production line, so as to determine the control parameters of the production line in a targeted manner. In this way, the comprehensiveness of the analysis of the control parameters of the production line is improved, and then the control reliability, accuracy and efficiency of the production line are improved, thereby improving the production matching degree between the production line and the production personnel.

[0125] Embodiment 2

[0126] See also Figure 2 , Figure 2 It is a flowchart of another method for intelligent production line control based on multi-source information disclosed in an embodiment of the present invention. Optionally, the method can be implemented by a production line control device, which can be integrated in a production line control device, or a local server or cloud server for processing the production line control process, etc., which is not limited in the embodiment of the present invention. Figure 2 As shown, the production line intelligent control method based on multi-source information may include the following operations:

[0127] 201. Obtain target production information of a target product.

[0128] 202. Obtain product information and production equipment information of the target product.

[0129] 203. Determine control parameters of a production line corresponding to the target product based on target production information, product information, and production equipment information, and control the production line to produce the target product based on the control parameters.

[0130] 204. In the process of controlling the production line to produce the target product, monitoring feature information of the monitoring equipment of the production line is obtained.

[0131] In the embodiment of the present invention, optionally, the monitoring characteristic information of the monitoring device includes monitoring time information, monitoring mode information, monitoring location information, and the like.

[0132] 205. Obtain production monitoring information from the monitoring equipment, and analyze current production changes based on the production monitoring information and monitoring feature information.

[0133] In an embodiment of the present invention, optionally, the production monitoring information includes product monitoring information and / or production line monitoring information (such as infrared image information for the product, color image information for the production line, etc.), and the current production changes include changes in the target product and / or changes in the production line.

[0134] 206. According to the current production changes, determine whether it is necessary to execute a matching production control operation. If so, execute the production control operation.

[0135] In the embodiment of the present invention, optionally, the production control operation includes a control operation of the production line and / or a removal operation of the target product.

[0136] In the embodiment of the present invention, for other descriptions of step 201 to step 203, please refer to the detailed description of step 101 to step 103 in the first embodiment, and the embodiment of the present invention will not be repeated.

[0137] It can be seen that the implementation of the embodiment of the present invention can analyze the current production changes based on the production monitoring information and monitoring feature information of the monitoring equipment, and then intelligently control the current production process based on the current production changes. This is conducive to improving the execution reliability and accuracy of the control operations on the production line and target products, and is conducive to producing the target products quickly and well, thereby making the target products meet the production needs of the demand objects.

[0138] In an optional embodiment, judging whether it is necessary to perform a matching production control operation according to the current production change situation in the above step 206 includes:

[0139] Determine the product quality parameters of the target product based on current production changes;

[0140] Obtain product quality requirement parameters of the demand object corresponding to the target product, and determine whether the target product meets the production requirement conditions of the demand object based on the product quality parameters and the product quality requirement parameters;

[0141] When it is determined that the target product does not meet the production demand conditions, the production function parameters of the production line are obtained, and the success probability of quality improvement of the production line for the target product is determined based on the production function parameters and product quality parameters;

[0142] Determine whether the success probability of quality improvement is greater than or equal to a preset success probability threshold;

[0143] When it is determined that the success probability of quality improvement is greater than or equal to the success probability threshold, it is determined that the production line regulation operation needs to be performed;

[0144] When it is determined that the quality improvement success probability is less than the success probability threshold, it is determined that a removal operation of the target product needs to be performed.

[0145] In this optional embodiment, when problems arise in the product quality of the target product during the production process and it is determined that the product quality cannot be improved successfully, the target product needs to be removed in a timely manner. If it is determined that it can be improved successfully, the production line is adjusted in a timely manner according to the product quality parameters of the target product.

[0146] It can be seen that this optional embodiment can determine whether the target product meets the production demand conditions of the demand object based on the product quality parameters and product quality demand parameters of the target product, and then adjust the target product and production line in a targeted manner. This is conducive to improving the reliability, accuracy and efficiency of the regulation of the target product and production line, and then helps to improve the degree of demand matching between the target product and the demand object, thereby helping to improve the production success rate of the target product.

[0147] Embodiment 3

[0148] See also Figure 3 , Figure 3 Schematic diagram of a structure of a production line intelligent control device based on multi-source information disclosed in an embodiment of the present invention. Figure 3 As shown, the intelligent control device for the production line based on multi-source information may include:

[0149] The acquisition module 301 is used to acquire target production information of a target product; acquire product information and production equipment information of the target product;

[0150] A determination module 302 is used to determine the control parameters of the production line corresponding to the target product according to the target production information, product information and production equipment information;

[0151] The control module 303 is used to control the production line to produce the target product according to the control parameters.

[0152] In an embodiment of the present invention, the target production information includes historical production conditions and production demand information; the product information includes product raw material information and / or product type information; the production equipment information includes at least one of production equipment operation information, production equipment damage information and production equipment type information.

[0153] It can be seen that the implementation Figure 3The described intelligent control device for the production line based on multi-source information can determine the control parameters of the production line based on the target production information, product information and production equipment information of the target product, thereby realizing intelligent control of the production line. In this way, it can not only reduce the manpower and material resources required for the production line to produce the target product, but also improve the control reliability and accuracy of the production line, which is conducive to realizing an efficient production process for the target product.

[0154] In an optional embodiment, the determination module 302 determines the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information, specifically including:

[0155] When the product information includes product raw material information, source information of the raw materials required for the target product is determined based on the product raw material information, and transportation demand information of the raw materials is determined based on the source information of the raw materials;

[0156] Based on the transportation demand information, determine the impact of raw material transportation on the production line corresponding to the target product when producing the target product;

[0157] Determine the control parameters of the production line corresponding to the target product based on the impact of raw material transportation, target production information and production equipment information.

[0158] In this optional embodiment, the transportation demand information includes at least one of transportation tool demand information, transportation time demand information, transportation smoothness demand information and transportation preservation demand information; the impact of raw material transportation includes raw material transportation delays and / or raw material transportation damage.

[0159] It can be seen that implementation Figure 4 The described intelligent control device for the production line based on multi-source information can determine the transportation demand information of the raw materials according to the product raw material information, and then determine the impact of the raw material transportation on the target product, so as to determine the control parameters of the production line based on the impact of raw material transportation, the target production information of the target product and the production equipment information. In this way, the reliability and accuracy of the determination of the control parameters of the production line can be improved, and then the efficiency of the control of the production line can be improved, so that the target product can be produced quickly and accurately.

[0160] In another optional embodiment, the determination module 302 determines the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information, specifically including:

[0161] When the product information includes product type information, determining product feature information of the target product according to the product type information;

[0162] According to the product feature information, predict the production impact of the target product on the production line corresponding to the target product when the target product is produced;

[0163] Determine the control parameters of the production line corresponding to the target product based on the production impact, target production information and production equipment information.

[0164] In this optional embodiment, the product feature information includes at least one of product material information, product component structure information, and product hardness and softness information; the production impact conditions include at least one of production damage impact conditions, production deterioration impact conditions, production moisture impact conditions, and production deformation impact conditions.

[0165] It can be seen that the implementation Figure 4 The described intelligent control device for the production line based on multi-source information can determine the product characteristic information of the target product according to the product type information, and then determine the production impact on the target product, so as to determine the control parameters of the production line based on the production impact, the target production information of the target product and the production equipment information. In this way, not only can the reliability and accuracy of determining the control parameters of the production line be further improved, but also the production stability of the target product can be improved, thereby improving the production efficiency and safety of the target product.

[0166] In another optional embodiment, the method in which the determination module 302 predicts, based on the product feature information, the production impact on the target product when the production line corresponding to the target product produces the target product specifically includes:

[0167] Obtain the production environment parameters of the production line corresponding to the target product;

[0168] Based on product feature information and production environment parameters, predict the target situation of the target product in the production environment of the production line;

[0169] According to the target situation of the target product, the production impact on the target product when the production line corresponding to the target product is producing the target product is predicted.

[0170] In this optional embodiment, the production environment parameters include at least one of production temperature parameters, production humidity parameters, production air quality parameters, and production lighting parameters; the target conditions include at least one of heat absorption conditions, water absorption conditions, and chemical change conditions.

[0171] It can be seen that the implementation Figure 4The described intelligent control device for the production line based on multi-source information can predict the target situation produced by the target product according to the production environment parameters of the production line corresponding to the target product, and then predict the production impact situation on the target product. In this way, the reliability and accuracy of the prediction of the production impact situation on the target product are improved, and then the subsequent control reliability, accuracy and efficiency of the production line are improved, thereby improving the adaptability of the production line and the target product to the production environment.

[0172] In yet another optional embodiment, the acquisition module 301 is further configured to:

[0173] Before determining the control parameters of the production line corresponding to the target product based on the target production information, product information and production equipment information, obtaining the personnel parameters and work parameters of the production personnel of the target product;

[0174] And, the device also includes:

[0175] Prediction module 304, used to predict the production participation of the production personnel for the production line corresponding to the target product according to the personnel parameters and work parameters of the production personnel of the target product;

[0176] The determination module 302 is further used to determine the production impact of the production personnel on the production line according to the production participation situation;

[0177] The first judgment module 305 is used to judge whether the production impact degree is greater than or equal to a preset impact degree threshold;

[0178] The determination module 302 is also used to determine the control parameters of the production line corresponding to the target product based on the production participation situation, target production information, product information and production equipment information when the judgment result of the first judgment module 305 is yes; when the judgment result of the first judgment module 305 is no, determine the control parameters of the production line corresponding to the target product based on the target production information, product information and production equipment information.

[0179] In this optional embodiment, the personnel parameters include personnel function parameters and / or production experience parameters, and the work parameters include working time parameters and / or work efficiency parameters.

[0180] It can be seen that the implementation Figure 4The described intelligent control device for the production line based on multi-source information can predict the production personnel's production participation in the production line according to the personnel parameters and work parameters of the production personnel, and then predict the degree of production influence of the production personnel on the production line, so as to determine the control parameters of the production line in a targeted manner. In this way, the comprehensiveness of the analysis of the control parameters of the production line is improved, and then the control reliability, accuracy and efficiency of the production line are improved, thereby improving the production matching degree between the production line and the production personnel.

[0181] In yet another optional embodiment, the acquisition module 301 is further configured to:

[0182] In the process of the control module 303 controlling the production line to produce the target product, the monitoring characteristic information of the monitoring equipment of the production line is obtained; the production monitoring information of the monitoring equipment is obtained;

[0183] And, the device also includes:

[0184] The analysis module 306 is used to analyze the current production changes based on the production monitoring information and monitoring feature information;

[0185] The second judgment module 307 is used to judge whether it is necessary to perform a matching production control operation according to the current production change situation;

[0186] The control module 303 is further configured to execute a production control operation when the judgment result of the second judgment module 307 is yes.

[0187] In this optional embodiment, the monitoring characteristic information includes at least one of monitoring time information, monitoring mode information and monitoring location information; the production monitoring information includes product monitoring information and / or production line monitoring information, and the current production changes include changes in the target product and / or changes in the production line; the production control operations include production line control operations and / or target product removal operations.

[0188] It can be seen that implementation Figure 4 The described intelligent control device for the production line based on multi-source information can analyze the current production changes according to the production monitoring information and monitoring feature information of the monitoring equipment, and then intelligently regulate the current production process according to the current production changes. This is conducive to improving the execution reliability and accuracy of the regulation operations on the production line and target products, and is conducive to producing the target products quickly and well, thereby making the target products meet the production needs of the target objects.

[0189] In another optional embodiment, the second judgment module 307 judges whether it is necessary to perform a matching production control operation according to the current production change situation, specifically including:

[0190] Determine the product quality parameters of the target product based on current production changes;

[0191] Obtain product quality requirement parameters of the demand object corresponding to the target product, and determine whether the target product meets the production requirement conditions of the demand object based on the product quality parameters and the product quality requirement parameters;

[0192] When it is determined that the target product does not meet the production demand conditions, the production function parameters of the production line are obtained, and the success probability of quality improvement of the production line for the target product is determined based on the production function parameters and product quality parameters;

[0193] Determine whether the success probability of quality improvement is greater than or equal to a preset success probability threshold;

[0194] When it is determined that the success probability of quality improvement is greater than or equal to the success probability threshold, it is determined that the production line regulation operation needs to be performed;

[0195] When it is determined that the quality improvement success probability is less than the success probability threshold, it is determined that a removal operation of the target product needs to be performed.

[0196] It can be seen that implementation Figure 4 The described intelligent control device for the production line based on multi-source information can determine whether the target product meets the production demand conditions of the demand object according to the product quality parameters and product quality demand parameters of the target product, and then adjust the target product and production line in a targeted manner. This is conducive to improving the reliability, accuracy and efficiency of the regulation of the target product and production line, and then helps to improve the degree of demand matching between the target product and the demand object, thereby helping to improve the production success rate of the target product.

[0197] Embodiment 4

[0198] See also Figure 5 , Figure 5 FIG. 1 is a schematic diagram of another structure of a production line intelligent control device based on multi-source information disclosed in an embodiment of the present invention. Figure 5 As shown, the intelligent control device for the production line based on multi-source information may include:

[0199] A memory 401 storing executable program codes;

[0200] a processor 402 coupled to the memory 401;

[0201] The processor 402 calls the executable program code stored in the memory 401 to execute the steps of the production line intelligent control method based on multi-source information described in the first embodiment of the present invention or the second embodiment of the present invention.

[0202] Embodiment 5

[0203] An embodiment of the present invention discloses a computer storage medium storing computer instructions. When the computer instructions are called, they are used to execute the steps of the production line intelligent control method based on multi-source information described in Embodiment 1 or Embodiment 2 of the present invention.

[0204] Embodiment 6

[0205] An embodiment of the present invention discloses a computer program product, which includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to enable a computer to execute the steps of the production line intelligent control method based on multi-source information described in Example 1 or Example 2.

[0206] The device embodiments described above are only illustrative, wherein the modules described as separate components may or may not be physically separated, and the components displayed as modules may or may not be physical modules, i.e., they may be located in one place, or they may be distributed on multiple network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Those of ordinary skill in the art may understand and implement it without creative work.

[0207] Through the specific description of the above embodiments, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, can also be implemented by hardware. Based on such an understanding, the above technical solution can be essentially or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, and the storage medium includes a read-only memory (ROM), a random access memory (RAM), a programmable read-only memory (PROM), an erasable programmable read-only memory (EPROM), a one-time programmable read-only memory (OTPROM), an electronically erasable rewritable read-only memory (EEPROM), a compact disc (CD-ROM) or other optical disc storage, magnetic disk storage, magnetic tape storage, or any other computer-readable medium that can be used to carry or store data.

[0208] Finally, it should be noted that the method and device for intelligent control of a production line based on multi-source information disclosed in the embodiment of the present invention only discloses a preferred embodiment of the present invention, which is only used to illustrate the technical solution of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that the technical solutions described in the aforementioned embodiments can still be modified, or some of the technical features therein can be replaced by equivalents. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the various embodiments of the present invention.

Claims

1. A production line intelligent control method based on multi-source information, characterized in that: The method comprises: Obtaining target production information of a target product; the target production information includes historical production conditions and production demand information; Acquire product information and production equipment information of the target product; the product information includes product raw material information and / or product type information, and the production equipment information includes at least one of production equipment operation information, production equipment damage information, and production equipment type information; Determine control parameters of a production line corresponding to the target product according to the target production information, the product information and the production equipment information, and control the production line to produce the target product according to the control parameters; In the process of controlling the production line to produce the target product, obtaining monitoring characteristic information of the monitoring equipment of the production line; the monitoring characteristic information includes at least one of monitoring time information, monitoring mode information and monitoring location information; Acquire production monitoring information of the monitoring device, and analyze the current production change situation according to the production monitoring information and the monitoring feature information; the production monitoring information includes product monitoring information and / or production line monitoring information, and the current production change situation includes the change situation of the target product and / or the change situation of the production line; According to the current production change situation, it is determined whether a matching production control operation needs to be performed, and if so, the production control operation is performed; the production control operation includes a control operation of the production line and / or a removal operation of the target product; according to the current production change situation, it is determined whether a matching production control operation needs to be performed, including: Determining product quality parameters of the target product according to the current production change situation; Obtaining product quality requirement parameters of a demand object corresponding to the target product, and judging whether the target product meets the production requirement conditions of the demand object according to the product quality parameters and the product quality requirement parameters; When it is determined that the target product does not meet the production requirement conditions, obtaining the production function parameters of the production line, and determining the success probability of quality improvement of the production line for the target product according to the production function parameters and the product quality parameters; Determining whether the quality improvement success probability is greater than or equal to a preset success probability threshold; When it is determined that the quality improvement success probability is greater than or equal to the success probability threshold, it is determined that the production line regulation operation needs to be performed; When it is determined that the quality improvement success probability is less than the success probability threshold, it is determined that the removal operation of the target product needs to be performed.

2. The intelligent control method for a production line based on multi-source information according to claim 1, characterized in that: The step of determining the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information includes: When the product information includes the product raw material information, the source information of the raw materials required for the target product is determined according to the product raw material information, and the transportation requirement information of the raw materials is determined according to the source information of the raw materials; the transportation requirement information includes at least one of the transportation tool requirement information, transportation time requirement information, transportation stability requirement information and transportation freshness requirement information; Determine, based on the transportation demand information, the impact of raw material transportation on the production line corresponding to the target product when producing the target product; the impact of raw material transportation includes raw material transportation delay and / or raw material transportation damage; According to the impact of the raw material transportation, the target production information and the production equipment information, the control parameters of the production line corresponding to the target product are determined.

3. The intelligent control method for a production line based on multi-source information according to claim 1, characterized in that: The step of determining the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information includes: When the product information includes the product type information, determining product feature information of the target product according to the product type information; the product feature information includes at least one of product material information, product component structure information, and product hardness information; According to the product characteristic information, predict the production impact on the target product when the production line corresponding to the target product produces the target product; the production impact includes at least one of the following: production damage impact, production deterioration impact, production moisture impact, and production deformation impact; According to the production impact situation, the target production information and the production equipment information, control parameters of the production line corresponding to the target product are determined.

4. The intelligent control method for a production line based on multi-source information according to claim 3 is characterized in that: The predicting, based on the product feature information, the production impact on the target product when the production line corresponding to the target product produces the target product, includes: Acquire production environment parameters of the production line corresponding to the target product; the production environment parameters include at least one of production temperature parameters, production humidity parameters, production air quality parameters, and production lighting parameters; According to the product characteristic information and the production environment parameters, predicting the target condition of the target product under the production environment of the production line; the target condition includes at least one of heat absorption condition, water absorption condition and chemical change condition; According to the target situation of the target product, the production impact on the target product when the production line corresponding to the target product produces the target product is predicted.

5. The production line intelligent control method based on multi-source information according to any one of claims 1 to 4, characterized in that: Before determining the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information, the method further includes: Acquiring personnel parameters and work parameters of production personnel of the target product; the personnel parameters include personnel function parameters and / or production experience parameters, and the work parameters include working time parameters and / or work efficiency parameters; Predicting the production participation of the production personnel for the production line corresponding to the target product based on the personnel parameters and work parameters of the production personnel of the target product; Determine, based on the production participation situation, the degree of production impact of the production personnel on the production line, and judge whether the degree of production impact is greater than or equal to a preset impact threshold; When the judgment result is yes, determining the control parameters of the production line corresponding to the target product according to the production participation situation, the target production information, the product information and the production equipment information; When the judgment result is no, the control parameters of the production line corresponding to the target product are determined according to the target production information, the product information and the production equipment information.

6. A production line intelligent control device based on multi-source information, characterized in that: The device comprises: an acquisition module, configured to acquire target production information of a target product; the target production information includes historical production conditions and production demand information; and acquire product information and production equipment information of the target product; the product information includes product raw material information and / or product type information, and the production equipment information includes at least one of production equipment operation information, production equipment damage information, and production equipment type information; A determination module, used to determine the control parameters of the production line corresponding to the target product according to the target production information, the product information and the production equipment information; A control module, used for controlling the production line to produce the target product according to the control parameters; The acquisition module is further used for: In the process of the control module controlling the production line to produce the target product, monitoring characteristic information of the monitoring equipment of the production line is obtained; the monitoring characteristic information includes at least one of monitoring time information, monitoring mode information and monitoring location information; Acquire production monitoring information of the monitoring device; the production monitoring information includes product monitoring information and / or production line monitoring information, and the current production change includes the change of the target product and / or the change of the production line; And, the device further comprises: An analysis module, configured to analyze the current production change situation according to the production monitoring information and the monitoring feature information; the production monitoring information includes product monitoring information and / or production line monitoring information, and the current production change situation includes the change situation of the target product and / or the change situation of the production line; A second judgment module is used to judge whether it is necessary to perform a matching production control operation according to the current production change situation; the production control operation includes a control operation of the production line and / or a removal operation of the target product; The control module is further configured to execute the production control operation when the second judgment module determines that the result is yes; the second judgment module determines whether it is necessary to execute the matching production control operation according to the current production change situation, specifically including: Determining product quality parameters of the target product according to the current production change situation; Obtaining product quality requirement parameters of a demand object corresponding to the target product, and judging whether the target product meets the production requirement conditions of the demand object according to the product quality parameters and the product quality requirement parameters; When it is determined that the target product does not meet the production requirement conditions, obtaining the production function parameters of the production line, and determining the success probability of quality improvement of the production line for the target product according to the production function parameters and the product quality parameters; Determining whether the quality improvement success probability is greater than or equal to a preset success probability threshold; When it is determined that the quality improvement success probability is greater than or equal to the success probability threshold, it is determined that the production line regulation operation needs to be performed; When it is determined that the quality improvement success probability is less than the success probability threshold, it is determined that the removal operation of the target product needs to be performed.

7. A production line intelligent control device based on multi-source information, characterized in that: The device comprises: A memory storing executable program code; a processor coupled to the memory; The processor calls the executable program code stored in the memory to execute the production line intelligent control method based on multi-source information as described in any one of claims 1-5.

8. A computer storage medium, characterized in that The computer storage medium stores computer instructions, and when the computer instructions are called, they are used to execute the production line intelligent control method based on multi-source information as described in any one of claims 1-5.

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