Method and system for detecting component content of agricultural and sideline products

Abstract

The invention relates to the technical field of agricultural and sideline product quality detection, in particular to an agricultural and sideline product component content detection method and system.According to the method, the influence degree of different production links on the qualified rate of finished products is analyzed, and then the traceability production track information of all the finished products of the same production batch is obtained based on the final production link; analyzing the similarity degree of the traceability production track information of the to-be-detected finished product and the qualified finished product under all traceability production tracks in the production batch so as to obtain the qualification degree of the to-be-detected finished product under all traceability production tracks, and determining the to-be-detected finished product; and then the detection priorities of different components of the finished product needing to be detected are obtained by analyzing the difference production links of the finished product needing to be detected and the qualified finished product and combining the influence degrees of the different production links on the qualified rate of the finished product. Through the method and the system, the problem that part of problems cannot be found in time due to randomness of sampling inspection is avoided, and the comprehensiveness and the reliability of quality detection are improved.

Description

Technical Field

[0001] The present invention relates to the technical field of agricultural and sideline product quality detection, and in particular to a method and system for detecting the content of agricultural and sideline product components. Background Art

[0002] The development of agricultural industrialization has made the production of agricultural and sideline products increasingly dependent on exogenous substances such as pesticides, antibiotics and hormones. The use of pesticides in the cultivation of agricultural and sideline products remains high, and the irrational use of these substances will inevitably lead to excessive pesticide residues in agricultural and sideline products, affecting consumer food safety.

[0003] Traditional methods for testing components of agricultural and sideline products are generally conducted by sampling and testing finished agricultural and sideline products. Sampling methods include simple random sampling, systematic sampling, cluster sampling, stratified sampling, etc. However, no matter which sampling method is used, there is a certain degree of randomness. Tracing the finished products of the same production batch may reveal that many of the finished products are not produced by the same manufacturer or the same production batch in other production links. The emergence of this situation will cause the finished products belonging to the same production batch to have different conditions in the previous production links, resulting in the sampling and testing of the finished products belonging to the same production batch. It cannot fully reflect the qualified conditions of all finished products in the same production batch, that is, it may cause problems in the previous production links of products that belong to different manufacturers or different production batches than the sampled products, and they cannot be discovered in time. Summary of the invention

[0004] In order to solve the above technical problems, the object of the present invention is to provide a method and system for detecting the content of agricultural and sideline products components.

[0005] According to a first aspect of an embodiment of the present invention, a method for detecting the content of agricultural and sideline products components is provided, and the technical solution adopted is specifically as follows: Obtain the content of various components and traceability production track information of agricultural and sideline products; According to the content of the component, the relative difference of the content of the component in different finished products on the same component is analyzed, and the influence of different production links of agricultural and sideline products on the qualified rate of finished products is obtained in combination with the traceability production track information; Based on the traceability production track information of all finished products of the same production batch in the last production link, the similarity of the traceability production track information of the finished products to be tested and the qualified finished products under all traceability production tracks in the production batch is analyzed, and the degree of qualification of the finished products to be tested under all traceability production tracks is obtained in combination with the influence of different production links on the qualified rate of finished products, and the finished products to be tested are determined; Determine the different production links between the finished product to be tested and the qualified finished product, and obtain the inspection priority of different components of the finished product to be tested based on the component content in the different production links and the degree of influence of different production links on the qualified rate of finished products.

[0006] In some embodiments of the present invention, the traceability production track information includes the manufacturer and production batch.

[0007] In some embodiments of the present invention, the relative difference of the content of the same component in different finished products is analyzed according to the content of the component, and the influence of different production links of agricultural and sideline products on the qualified rate of finished products is obtained in combination with the traceability production trajectory information, including: Analyzing the relative differences in the content of the same component in different finished products according to the content of the component; Combined with the traceability production track information, the remaining production links have the same traceability production track information, only the first The production links are all different finished products of different production batches, and the relative difference of the content of the same component in the different finished products is obtained; All the detection components of the different finished products are traversed to obtain the first The degree of influence of each production link on the qualified rate of finished products.

[0008] In some embodiments of the present invention, analyzing the relative difference of the content of the same component in different finished products according to the content of the component includes: According to the content of the components, the Finished product and The finished product is The difference between the content of the component in the first component and the content of the component in the second component The ratio of the mean difference of the content of the components on the components is obtained. Finished product and The finished product is The relative difference in the content of the components in each component.

[0009] In some embodiments of the present invention, based on the traceability production track information of all finished products of the same production batch in the last production link, the similarity of the traceability production track information of the finished products to be tested and the qualified finished products under all traceability production tracks in the production batch is analyzed, and the degree of influence of different production links on the qualified rate of finished products is combined to obtain the qualified degree of the finished products to be tested under all traceability production tracks, and determine the finished products to be tested, including: Based on the traceability production track information of all finished products of the same production batch in the last production link, obtain the traceability production track information of all finished products of the same production batch in the last production link. The qualified finished product with the most production links that overlap with the traceability production track of the finished product to be tested under the traceability production track is selected as the first A reference finished product for the finished product to be tested under the traceability production track; Get the The number of production links of the finished product to be tested that are consistent with the reference finished product under the traceability production trajectory and the number of production links that are inconsistent with the reference finished product are combined with the influence of different production links on the qualified rate of finished products to obtain the first The qualification level of the finished products to be tested under the traceability production track; According to The finished products to be tested are determined based on the degree of qualification of the finished products to be tested under the traceability production track.

[0010] In some embodiments of the present invention, according to The qualified degree of the finished product to be tested under the traceability production track is determined to determine the finished product to be tested, including: Setting eligibility thresholds; Judgement whether the qualified degree of the finished product to be tested under the traceability production track is less than the qualified degree threshold; If yes, then The finished products to be tested under this traceability production track are the finished products that need to be tested.

[0011] In some embodiments of the present invention, determining the different production links between the finished product to be tested and the qualified finished product, and obtaining the detection priority of different components of the finished product to be tested according to the content of the components in the different production links and the influence of different production links on the qualified rate of finished products, includes: Determine the difference between the finished product to be tested and the reference finished product; Obtain all the different production links and the finished product to be tested The content of the components related to the formation of the first component is combined with the influence of different production links on the qualified rate of finished products to obtain the first component of the finished product to be tested. The detection priority of the components.

[0012] In some embodiments of the present invention, the detection priorities of different components of the finished product to be detected are obtained, and then the following steps are further included: Sort different traceability production tracks from highest to lowest according to their corresponding qualification levels; Sort the components of the finished products to be tested under the same traceability production track from high to low according to the testing priority, and generate a table; Refer to the table and check them one by one.

[0013] According to a second aspect of an embodiment of the present invention, a system for detecting the content of agricultural and sideline products is provided, comprising: a memory and a processor, wherein: The memory is used to store program codes; The processor is used to read the program code stored in the memory and execute the method described in the first aspect of the embodiment of the present invention.

[0014] In some embodiments of the present invention, the processor comprises: Data collection module, used to obtain the content of various components of agricultural and sideline products and traceability production track information; The production link influence degree analysis module is used to analyze the relative difference of the content of the same component in different finished products according to the content of the component, and to obtain the influence degree of different production links of agricultural and sideline products on the qualified rate of finished products in combination with the traceability production track information; The module for determining the finished products to be tested is used to analyze the similarity between the finished products to be tested and the qualified finished products under all the traceability production trajectories in the production batch based on the traceability production trajectory information of all finished products whose last production link is the same production batch, and to obtain the qualified degree of the finished products to be tested under all the traceability production trajectories in combination with the influence of different production links on the qualified rate of finished products, so as to determine the finished products to be tested; The component detection sequence analysis module is used to determine the different production links between the finished product to be detected and the qualified finished product, and obtain the detection priority of different components of the finished product to be detected based on the component content in the different production links and the influence of different production links on the qualified rate of finished products.

[0015] Compared with the prior art, the present invention provides a method and system for detecting the content of agricultural and sideline products components. First, by analyzing the relative difference in the content of the same component in different finished products, combined with the traceability production trajectory information, the influence of different production links of agricultural and sideline products on the qualified rate of finished products is obtained; then, based on the traceability production trajectory information of all finished products of the same production batch whose last production link is the same production batch, the similarity of the traceability production trajectory information of the finished products to be detected and the qualified finished products under all traceability production trajectories in the production batch is analyzed, and the influence of different production links on the qualified rate of finished products is combined to obtain the qualified degree of the finished products to be detected under all traceability production trajectories, and determine the finished products to be detected; the present invention compares the production links of the finished products to be detected with the qualified finished products, and analyzes the influence of different production links on the qualified rate of finished products, and finally determines the finished products to be detected. By this method, the qualified finished products can be accurately eliminated to determine the finished products to be detected, which can not only ensure the comprehensiveness and reliability of the detection, but also effectively reduce the number of finished products that need to be detected, and improve the detection efficiency. Determine the difference production links between the finished product to be tested and the qualified finished product, and obtain the detection priority of different components of the finished product to be tested according to the content of the components in the difference production links and the influence of different production links on the qualified rate of finished products. The method and system of the present invention avoid the problem that some problems cannot be discovered in time due to the randomness of random sampling, and improve the comprehensiveness and reliability of the detection of the content of agricultural and sideline products. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] In order to more clearly illustrate the technical solutions and advantages in the embodiments of the present invention or the prior art, the drawings required for use in the embodiments or the prior art descriptions are briefly introduced below. 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 paying creative work.

[0017] Figure 1 A basic flow chart of a method for detecting the content of agricultural and sideline products provided by one embodiment of the present invention; Figure 2 A schematic diagram of the basic composition of a system for detecting the content of agricultural and sideline products provided by one embodiment of the present invention. DETAILED DESCRIPTION

[0018] In order to further explain the technical means and effects adopted by the present invention to achieve the predetermined invention purpose, the following is a detailed description of a method and system for detecting the content of agricultural and sideline products components proposed by the present invention, its specific implementation, structure, characteristics and effects, in conjunction with the accompanying drawings and preferred embodiments. In the following description, different "one embodiment" or "another embodiment" does not necessarily refer to the same embodiment. In addition, specific features, structures or characteristics in one or more embodiments may be combined in any suitable form.

[0019] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as those commonly understood by those skilled in the art to which the present invention belongs. Terms such as "comprises", "comprising" or any other variants thereof are intended to cover non-exclusive inclusion, so that a circuit structure, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such article or device. In the absence of further restrictions, an element defined by the phrase "comprising a ..." does not exclude the presence of other identical elements in the article or device including the element.

[0020] It should be noted that in order to ensure that the calculation results are meaningful, when performing fractional operations in the embodiments of the present invention, when the denominator is 0, it is necessary to add a parameter adjustment factor greater than 0 (such as 0.1) to the denominator to prevent the denominator from being 0. The value of the parameter adjustment factor is set by the implementer according to actual conditions, and this application does not impose any special restrictions.

[0021] The specific scheme of the method for detecting the content of agricultural and sideline products components provided by the present invention is described in detail below with reference to the accompanying drawings.

[0022] See also Figure 1 , which shows the basic process of a method for detecting the content of agricultural and sideline products components provided by an embodiment of the present invention.

[0023] like Figure 1 As shown, an embodiment of the present invention provides a method for detecting the content of agricultural and sideline products, which specifically includes: S100: Obtain the content of various components and traceability production track information of agricultural and sideline products.

[0024] First, the content of various components and traceability production track information of agricultural and sideline products are obtained to provide data support for subsequent analysis. Furthermore, this embodiment analyzes all finished products whose last production link is the same production batch. Therefore, some finished products are extracted from all finished products whose last production link is the same production batch, and then the content of various components of the extracted finished products is obtained, as well as the traceability production track information of all finished products whose last production link is the same production batch.

[0025] Specifically, the content of heavy metals such as mercury, cadmium, lead, chromium, and arsenic in qualified agricultural and sideline products can be obtained through hyperspectral detection, or the content of certain components required to be included in agricultural and sideline products can be detected. For example, milk often has detection requirements for protein, calcium, fat, etc. The actual operation method of component content detection is an existing technology and will not be repeated here.

[0026] Through blockchain technology, the relevant data of the production, processing, transportation and other links of agricultural and sideline products are recorded on the blockchain to ensure the immutability and credibility of the data. By inputting the production number, the specific information of the product in different production links can be traced back to obtain the traceability production track information. Among them, the traceability production track information includes the manufacturer, production batch, etc.

[0027] S200: According to the component content, analyze the relative differences in the content of the same component in different finished products, and combine the traceability production trajectory information to obtain the influence of different production links of agricultural and sideline products on the qualified rate of finished products.

[0028] Different production links of agricultural and sideline products have different operational difficulties and are susceptible to different environmental factors, so the possibility of agricultural and sideline products having problems varies in different production links. For example, in the sterilization and filling links of milk, milk is often more likely to have problems that affect components such as protein in milk during the sterilization link.

[0029] The content of different components in agricultural and sideline products may vary significantly. The difference values ​​of different components in the finished products may also vary significantly. In order to avoid the influence of the content difference of the components themselves on the judgment of the influence of different production links on the qualified rate of finished products, the relative difference of different finished products in a certain component can be used to reflect the difference of different finished products in a certain component.

[0030] Therefore, in this embodiment, firstly, the relative differences of the component contents of the same component in different finished products are analyzed according to the component contents. Specifically, the following are analyzed according to the component contents: Finished product and The finished product is The difference between the component contents in the first component and the difference between all two finished products in the first The ratio of the mean difference of the component contents on the components is obtained. Finished product and The finished product is The relative difference of the content of the components in the first component. Finished product and The finished product is The calculation formula for the relative difference of the component content in each component is: In the formula, Indicates Finished product and The finished product is The relative differences in the content of components in each component; Respectively represent Finished product and The finished product is The content of each component; Indicates Finished product and The finished product is The absolute value of the difference in the content of the components of each component; It means that any two finished products among all the extracted finished products are in the The mean of the difference in component content on the components; it should be noted that the Finished product and All finished products are extracted products.

[0031] Then, in order to analyze the impact of different production links on the qualified rate of each component contained in agricultural and sideline products, this embodiment obtains the relative difference in the content of the same component in different finished products, and combines the traceability production trajectory information to obtain the impact of different production links of agricultural and sideline products on the qualified rate of finished products. Further, combined with the traceability production trajectory information, the remaining production links have the same traceability production trajectory information, and only the first The first production link is all the different finished products of different production batches, and the relative difference of the content of the same component in the different finished products is obtained; all the test components of the different finished products are traversed to obtain the first The degree of influence of each production link on the qualified rate of finished products.

[0032] Specifically, by obtaining historical record data, the remaining production links are in the same production batch of the same manufacturer, and only this production link is a different production batch of the same manufacturer. (set to 10) groups of data (each group of data contains The relative differences in the contents of different components in the finished products are used to determine the degree of influence of this production link on the qualified rate of finished products. When a production link is tested, if the relative differences in the contents of each component in the same group of finished products collected are large, it proves that this production link has a greater impact on the qualified rate of finished products. Therefore, by calculating the relative differences in the contents of each component between two finished products in the same group under a single component, of and, , where Indicates The relative difference and the sum of the two finished products in the same group under each component. Indicates Finished product and The finished product is The relative differences in the content of components in each component; It means that the rest of the production process is from the same production batch of the same manufacturer, only this The number of finished products in a set of data for each production link is different production batches. The influence of each production link on the qualified rate of finished products for: In the formula, Indicates The influence of each production link on the qualified rate of finished products; Indicates The relative difference of each finished product in the same group on this component; Indicates the number of components tested in the finished product; Indicates that the rest of the production links in the historical record data are from the same production batch of the same manufacturer, only the first Each production link is the number of groups for different production batches.

[0033] Indicates that only The greater the difference in the composition of the finished products obtained under different production links, the greater the value. The more obvious the impact of a production link on the components of the finished product, the greater the impact on the quality of the finished product.

[0034] S300: Based on the traceability production track information of all finished products of the same production batch in the last production link, analyze the similarity of the traceability production track information of the finished products to be tested and the qualified finished products under all traceability production tracks in the production batch, combine the influence of different production links on the qualified rate of finished products, obtain the qualified degree of the finished products to be tested under all traceability production tracks, and determine the finished products that need to be tested.

[0035] Tracing the source of all finished products of the same production batch in the final production link may reveal that many of the finished products are not from the same manufacturer or the same production batch in other previous production links. This situation will cause the finished products of the same production batch to have different conditions in the previous production links, resulting in the sampling and testing of the finished products of the same production batch in the end, which cannot fully reflect the qualified conditions of all finished products in the same production batch, that is, it may cause problems in the products of different manufacturers or different production batches in the previous production links and cannot be discovered in time.

[0036] Taking the qualified finished products sampled in the same production batch as a reference, the qualification degree of the finished products to be tested obtained under other different traceability production trajectories is analyzed. When the traceability production trajectories of a certain finished product to be tested and the qualified finished product are more similar, it proves that the finished product to be tested may encounter fewer problems during production, and the possibility of qualification is greater; when the manufacturer or production batch of the finished product to be tested and the qualified finished product in a certain production link is different, if the impact of this production link on the qualified rate of agricultural and sideline products is smaller, it proves that although the production batches of this production link are different, the finished product to be tested is not prone to problems, and the possibility of qualification of the finished product to be tested is greater. Therefore, the traceability production trajectories of all finished products in the same production batch are obtained through traceability, and the finished products under different traceability production trajectories are analyzed.

[0037] Based on the above analysis, this embodiment is based on the traceability production trajectory information of all finished products in the same production batch whose last production link is the same production batch. It analyzes the similarity of the traceability production trajectory information of the finished products to be tested and the qualified finished products under all traceability production trajectories in the production batch. Combined with the influence of different production links on the qualified rate of finished products, the qualified degree of the finished products to be tested under all traceability production trajectories is obtained, and the finished products to be tested are determined.

[0038] Specifically, firstly, based on the traceability production track information of all finished products in the same production batch, the traceability information of the first The qualified finished product with the most production links that overlap with the traceability production track of the finished product to be tested under the traceability production track is selected as the first The reference finished product of the finished product to be tested under the traceability production track; then obtain the The number of production links of the tested finished products that are consistent with the reference finished products and the number of production links that are inconsistent with the reference finished products under the traceability production trajectory are combined with the influence of different production links on the qualified rate of finished products to obtain the first The qualification degree of the finished product to be tested under the traceability production track; finally, according to the The qualification degree of the finished products to be tested under the traceability production track is determined to determine the finished products to be tested. The calculation formula for the qualification degree of the finished product to be tested under this traceability production track is: In the formula, Indicates The qualification level of the finished products to be tested under the traceability production track; Indicates The number of production links of the finished product to be tested and the reference finished product under the traceability production trajectory; Indicates The traceability production trajectory of the finished product to be tested and the reference finished product under the traceability production trajectory The degree of influence of inconsistent production links on the qualified rate of finished products; Indicates The number of production links where the traceability production track of the finished product to be tested is inconsistent with that of the reference finished product under the traceability production track; express Growth curve function.

[0039] No. The number of production links of the finished product to be tested and the reference finished product under the traceability production track is consistent , the larger the value, the The more similar the traceability production trajectory of the finished product to be tested is to the reference finished product under the traceability production trajectory, the The greater the possibility that the finished product to be tested is qualified under this traceability production track; The smaller the value of The smaller the influence of different production links on the qualified rate of finished products under the traceability production trajectory of the finished product to be tested and the reference finished product, the smaller the influence of different production links on the qualified rate of finished products, which proves that although there are different production links, these different production links are not prone to errors and are not easy to affect the final components of the finished products, indicating that the first The greater the possibility that the finished product to be tested is qualified under this traceability production trajectory.

[0040] Get the first After determining the qualified degree of the finished product to be tested under the traceability production track, the qualified degree threshold is set, and the value of the qualified degree threshold can be 0.8; and the first Whether the qualified degree of the finished product to be tested under the traceability production track is less than the qualified degree threshold; if so, , then The finished product to be tested under this traceability production track is the finished product to be tested. The finished product to be tested under the traceability production track is tested for components through hyperspectral testing; if not, then The finished products to be tested under this traceability production track are qualified finished products.

[0041] S400: Determine the difference production links between the finished product to be tested and the qualified finished product, and obtain the inspection priority of different components of the finished product to be tested according to the component content in the different production links and the influence of different production links on the qualified rate of finished products.

[0042] When the production link of the finished product to be tested is different from the qualified finished product on the traceability production track, the greater the value of the influence on the qualified rate of the finished product, it proves that the components contained in the final finished product produced in this production link, or the components contained in the final finished product before the reaction, are more likely to have problems in this production link, thus leading to problems in the final finished product. Therefore, the greater the value of the influence on the qualified rate of the finished product of the production link that is different from the qualified finished product on the traceability production track of the finished product to be tested, and the more new components are produced in this production link, it proves that the finished product component that this component is finally converted into is more likely to have problems, and the more priority should be given to hyperspectral screening and testing.

[0043] Based on the above analysis, this embodiment determines the difference in production links between the finished product to be tested and the qualified finished product, and obtains the detection priority of different components of the finished product to be tested according to the component content in the difference production link and the influence of different production links on the qualified rate of finished products. Further, by determining the difference in production links between the finished product to be tested and the reference finished product; obtaining the difference in production links between the finished product to be tested and the qualified .... The content of the components related to the formation of the first component is combined with the influence of different production links on the qualified rate of finished products to obtain the first component of the finished product to be tested. The detection priority of the components.

[0044] Specifically, the newly generated components and the average content of each production link are recorded, and the conversion relationship between the components generated in different production links is analyzed. Finished product Detection priority of each component: In the formula, Indicates Finished product The detection priority of each component; Indicates that it contains Finished product The first component forms a related component and is different from the traceability production track of the qualified finished product The influence of each production link on the qualified rate of finished products; Indicates that it contains Finished product The first component forms a related component and is different from the traceability production track of the qualified finished product The products produced in the first production link are The components form the average content of the relevant ingredients; Indicates that it contains Finished product The number of production links that form relevant components and are different from the traceability production trajectory of qualified finished products; express Growth curve function.

[0045] as well as The larger the value is, the greater the impact of the production link on the qualified rate of the finished product in the traceability production trajectory of the finished product to be tested is, and the more new components are produced in this production link, the more likely it is that there will be problems with the finished product component that this component is finally converted into, and the more priority should be given to hyperspectral screening and testing. The larger the value, the more it proves that the production link that is different from the production traceability track of qualified finished products is different from the first The closer the relationship between the content of the finished product components, the The components of a finished product that are most likely to have problems should be inspected first.

[0046] The detection priorities of different components of the finished product to be detected are obtained, and then the following steps are included: sorting different traceability production tracks according to their corresponding qualified levels from large to small; and sorting the components of the finished product to be detected under the same traceability production track according to the detection priority from large to small, and generating a form; and detecting in sequence according to the form.

[0047] In summary, the present invention obtains the production site and production batch of the finished product under different production links through the product traceability system, and analyzes the influence of a single production link on the qualified rate of finished products through the qualified conditions of multiple finished products under different production links and the same other production links. By performing component biological detection analysis on the extracted finished products of the same production batch of the last production link and product traceability on all finished products, qualified finished products and corresponding production batches under different production links are obtained. By comparing the production batches of other finished products to be tested in different production links with qualified finished products, when the same production link has the same number of production batches, and the production links are under different production batches, the smaller the influence of the current production link on the qualified rate of finished products, the greater the possibility of the current finished product to be tested. When the qualified possibility of the finished product is small, the components in the finished product are selected for priority inspection by the influence of this production link on the qualified rate of finished products and the content of the relevant components generated in this production link under different production links of the finished product to be tested and the qualified finished product.

[0048] Based on the same inventive concept as the above method, this embodiment also provides a system for detecting the content of agricultural and sideline products components.

[0049] See also Figure 2 , which shows the basic composition of a system for detecting the content of agricultural and sideline products provided by an embodiment of the present invention.

[0050] like Figure 2 As shown, a system for detecting the content of agricultural and sideline products includes: a memory 10 and a processor 20, wherein: A memory 10, used for storing program codes; The processor 20 is used to read the program code stored in the memory 10, and execute to obtain the content of various components and traceability production trajectory information of agricultural and sideline products; according to the component content, analyze the relative difference of the component content of different finished products on the same component, and combine the traceability production trajectory information to obtain the influence of different production links of agricultural and sideline products on the qualified rate of finished products; based on the traceability production trajectory information of all finished products of the same production batch whose last production link is the same production batch, analyze the similarity of the traceability production trajectory information of the finished products to be tested and the qualified finished products under all traceability production trajectories in the production batch, and combine the influence of different production links on the qualified rate of finished products to obtain the qualified degree of the finished products to be tested under all traceability production trajectories, and determine the finished products to be tested; determine the different production links of the finished products to be tested and the qualified finished products, and according to the component content in the different production links and the influence of different production links on the qualified rate of finished products, obtain the detection priority of different components of the finished products to be tested.

[0051] Furthermore, the processor 20 includes a data acquisition module 21, a production link impact degree analysis module 22, a finished product determination module 23 to be tested, and a component detection sequence analysis module 24. Among them: Data collection module 21, used to obtain the content of various components and traceability production track information of agricultural and sideline products; The production link influence degree analysis module 22 is used to analyze the relative difference of the content of the same component in different finished products according to the content of the component, and combine the traceability production track information to obtain the influence of different production links of agricultural and sideline products on the qualified rate of finished products; The module 23 for determining the finished products to be tested is used to analyze the similarity between the traceability production trajectory information of the finished products to be tested and the qualified finished products under all traceability production trajectories in the production batch based on the traceability production trajectory information of all finished products in the same production batch in the last production link, and to obtain the qualification degree of the finished products to be tested under all traceability production trajectories in combination with the influence of different production links on the qualified rate of finished products, so as to determine the finished products to be tested; The component detection sequence analysis module 24 is used to determine the difference production links between the finished product to be detected and the qualified finished product, and obtain the detection priority of different components of the finished product to be detected according to the component content in the different production links and the influence of different production links on the qualified rate of finished products.

[0052] It should be noted that the sequence of the above embodiments of the present invention is for description only and does not represent the advantages and disadvantages of the embodiments. The processes depicted in the accompanying drawings do not necessarily require the specific order or continuous order shown to achieve the desired results. In some embodiments, multitasking and parallel processing are also possible or may be advantageous.

[0053] The various embodiments in this specification are described in a progressive manner, and the same or similar parts between the various embodiments can be referenced to each other, and each embodiment focuses on the differences from other embodiments.

Claims

1. A method for detecting the content of agricultural and sideline products, characterized in that: The method comprises: Obtain the content of various components and traceability production track information of agricultural and sideline products; According to the content of the component, the relative difference of the content of the component in different finished products on the same component is analyzed, and the influence of different production links of agricultural and sideline products on the qualified rate of finished products is obtained in combination with the traceability production track information; Based on the traceability production track information of all finished products of the same production batch in the last production link, the similarity of the traceability production track information of the finished products to be tested and the qualified finished products under all traceability production tracks in the production batch is analyzed, and the degree of qualification of the finished products to be tested under all traceability production tracks is obtained in combination with the influence of different production links on the qualified rate of finished products, and the finished products to be tested are determined; Determine the different production links between the finished product to be tested and the qualified finished product, and obtain the inspection priority of different components of the finished product to be tested based on the component content in the different production links and the degree of influence of different production links on the qualified rate of finished products.

2. The method for detecting the content of agricultural and sideline products according to claim 1, characterized in that: The traceability production track information includes the manufacturer and production batch.

3. The method for detecting the content of agricultural and sideline products according to claim 2, characterized in that: According to the content of the component, the relative difference of the content of the component in different finished products on the same component is analyzed, and combined with the traceability production track information, the influence of different production links of agricultural and sideline products on the qualified rate of finished products is obtained, including: Analyzing the relative differences in the content of the same component in different finished products according to the content of the component; Combined with the traceability production track information, the remaining production links have the same traceability production track information, only the first The production links are all different finished products of different production batches, and the relative difference of the content of the same component in the different finished products is obtained; All the detection components of the different finished products are traversed to obtain the first The degree of influence of each production link on the qualified rate of finished products.

4. The method for detecting the content of agricultural and sideline products according to claim 3, characterized in that: According to the content of the component, analyze the relative difference of the content of the component in different finished products on the same component, including: According to the content of the components, the Finished product and The finished product is The difference between the content of the component in the first component and the content of the component in the second component The ratio of the mean difference of the content of the components on the components is obtained. Finished product and The finished product is The relative difference in the content of the components in each component.

5. The method for detecting the content of agricultural and sideline products according to claim 2, characterized in that: Based on the traceability production track information of all finished products of the same production batch in the last production link, the similarity of the traceability production track information of the finished products to be tested and the qualified finished products under all traceability production tracks in the production batch is analyzed, and the degree of qualification of the finished products to be tested under all traceability production tracks is obtained in combination with the influence of different production links on the qualified rate of finished products, and the finished products to be tested are determined, including: Based on the traceability production track information of all finished products of the same production batch in the last production link, obtain the traceability production track information of all finished products of the same production batch in the last production link. The qualified finished product with the most production links that overlap with the traceability production track of the finished product to be tested under the traceability production track is selected as the first A reference finished product for the finished product to be tested under the traceability production track; Get the The number of production links of the finished product to be tested that are consistent with the reference finished product under the traceability production trajectory and the number of production links that are inconsistent with the reference finished product are combined with the influence of different production links on the qualified rate of finished products to obtain the first The qualification level of the finished products to be tested under the traceability production track; According to The finished products to be tested are determined based on the degree of qualification of the finished products to be tested under the traceability production track.

6. The method for detecting the content of agricultural and sideline products according to claim 5, characterized in that: According to The qualified degree of the finished product to be tested under the traceability production track is determined to determine the finished product to be tested, including: Setting eligibility thresholds; Judgement whether the qualified degree of the finished product to be tested under the traceability production track is less than the qualified degree threshold; If yes, then The finished products to be tested under this traceability production track are the finished products that need to be tested.

7. The method for detecting the content of agricultural and sideline products according to claim 5, characterized in that: Determine the different production links between the finished product to be tested and the qualified finished product, and obtain the inspection priority of different components of the finished product to be tested according to the content of the components in the different production links and the influence of different production links on the qualified rate of finished products, including: Determine the difference between the finished product to be tested and the reference finished product; Obtain all the different production links and the finished product to be tested The content of the components related to the formation of the first component is combined with the influence of different production links on the qualified rate of finished products to obtain the first component of the finished product to be tested. The detection priority of the components.

8. The method for detecting the content of agricultural and sideline products according to claim 7, characterized in that: Obtaining the detection priority of different components of the finished product to be detected, and then also including: Sort different traceability production tracks from highest to lowest according to their corresponding qualification levels; Sort the components of the finished products to be tested under the same traceability production track from high to low according to the testing priority, and generate a table; Refer to the table and check them one by one.

9. A system for detecting the content of agricultural and sideline products, characterized in that: The system comprises: a memory and a processor, wherein: The memory is used to store program codes; The processor is configured to read the program code stored in the memory and execute the method according to any one of claims 1 to 8.

10. The agricultural and sideline products component content detection system according to claim 9, characterized in that: The processor comprises: Data collection module, used to obtain the content of various components of agricultural and sideline products and traceability production track information; The production link influence degree analysis module is used to analyze the relative difference of the content of the same component in different finished products according to the content of the component, and to obtain the influence degree of different production links of agricultural and sideline products on the qualified rate of finished products in combination with the traceability production track information; The module for determining the finished products to be tested is used to analyze the similarity between the finished products to be tested and the qualified finished products under all the traceability production trajectories in the production batch based on the traceability production trajectory information of all finished products whose last production link is the same production batch, and to obtain the qualified degree of the finished products to be tested under all the traceability production trajectories in combination with the influence of different production links on the qualified rate of finished products, so as to determine the finished products to be tested; The component detection sequence analysis module is used to determine the different production links between the finished product to be detected and the qualified finished product, and obtain the detection priority of different components of the finished product to be detected based on the component content in the different production links and the degree of influence of different production links on the qualified rate of finished products.

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