Material trajectory tracking method and system based on double-layer genetic information

Abstract

The invention relates to a material trajectory tracking method and system based on double-layer genetic information. The material trajectory tracking method based on double-layer genetic information comprises the steps of establishing product mapping according to a production end product relation graph and a purchasing end product relation graph, and obtaining a production end material gene information chain and a purchasing end material gene information chain; constructing material double-layer genetic information in a genetic algorithm according to the production end material gene information chain and the purchasing end material gene information chain; on the basis of the material double-layer genetic information, the performance purchasing priority of different manufacturers of the same product and the performance purchasing priority of replaceable purchasing products are calculated according to the service life and the damage rate of the product; based on the performance purchase priorities of different manufacturers of the same product and the performance purchase priorities of the replaceable products, whether the replaceable products are selected or not is determined; and setting an unreasonable consumption early warning degree of the purchasing unit, monitoring the consumption of the purchasing unit, and performing trajectory tracking on the gene chain of the purchasing unit exceeding the unreasonable consumption early warning degree.

Description

Technical Field

[0001] The present invention relates to the field of logistics technology, and in particular to a material trajectory tracking method and system based on double-layer genetic information. Background Art

[0002] In today's complex global supply chain system, it is particularly important to achieve accurate and comprehensive material tracking throughout the entire chain, from the manufacturer at the source of materials, through the various levels of procurement distributors in the middle links, to the final delivery of materials to the consumer terminal. This is not only related to improving logistics efficiency and cost control, but more importantly, it provides a solid traceability safety net for the entire chain from material production to consumption, ensuring the reliability of product quality, effectively preventing the circulation of counterfeit and shoddy goods, protecting consumer rights, and responding to the growing trend of transparent consumption and social responsibility requirements.

[0003] However, most of the existing material tracking technologies and management systems focus on single-dimensional tracking methods such as serial number tracking and batch tracking of the product itself. Although these methods can achieve basic traceability functions to a certain extent, their limitations gradually become apparent when faced with the diversified and dynamically changing needs of the supply chain. Specifically, these traditional tracking methods often fail to meet the following key requirements:

[0004] Multi-dimensional screening and evaluation: Modern procurement systems require a comprehensive evaluation of material suppliers, including but not limited to supplier qualifications, historical supply quality, sustainability practices, etc. A single tracking mechanism is difficult to integrate these multi-dimensional information, making it difficult for procurement to conduct efficient and accurate comprehensive evaluation and screening when selecting suppliers and products.

[0005] Intelligent review and optimization of procurement plans: As supply chain management transforms towards digitalization and intelligence, the formulation and execution of procurement plans need to be more refined and flexible. Traditional tracking methods cannot provide real-time feedback on market changes, inventory status, and logistics dynamics, resulting in a lack of sufficient data support for procurement plans, making it difficult to adapt to rapidly changing market demands, and unable to achieve effective control of procurement costs and risks.

[0006] Supply chain transparency and collaboration: In a supply chain involving multiple parties, improving transparency and collaboration between links is the key to improving overall efficiency. A single tracking method limits information sharing between upstream and downstream supply chains, affects the timely discovery and resolution of problems, and is not conducive to building a supply chain ecosystem based on trust and cooperation.

[0007] Therefore, there is an urgent need to develop a new material tracking system that can not only achieve accurate tracking of individual materials, but also integrate information from all links in the supply chain, support multi-dimensional screening and evaluation, intelligent procurement plan review and optimization, and promote comprehensive, transparent and collaborative supply chains. This has become a technical challenge that needs to be solved urgently. Summary of the invention

[0008] The technical problem to be solved by the present invention is that the conventional material tracking method or system is a single tracking method or system based on product composition, which cannot simultaneously meet the multiple needs of the procurement system for screening material suppliers and products and reviewing the procurement plans of material users. In other words, it has neither the ability to dynamically adjust procurement irrationality nor the ability to objectively screen material producers and products based on actual use results.

[0009] In order to solve the above technical problems, according to one aspect of the present invention, a material trajectory tracking method based on double-layer genetic information is provided, including the steps of: S1, establishing a mapping of each product according to the product relationship diagram at the production end and the product relationship diagram at the procurement end, and obtaining the material gene information chain at the production end and the material gene information chain at the procurement end; S2, constructing the material gene information chain at the production end and the material gene information chain at the procurement end into the double-layer genetic information of the material in the genetic algorithm; S3, based on the double-layer genetic information of the material, calculating the performance procurement priority of different manufacturers of the same product and the performance procurement priority of replaceable procurement products according to the service life and damage rate of the product; S4, determining whether to use replaceable products based on the performance procurement priority of different manufacturers of the same product and the performance procurement priority of replaceable products; S5, setting the unreasonable consumption warning degree of the procurement unit, monitoring the consumption of the procurement unit, and tracing the gene chain of the procurement unit that exceeds the unreasonable consumption warning degree.

[0010] According to an embodiment of the present invention, in step S1, the method for obtaining the production-end material gene information chain may include: determining the maintenance supportability of the product based on the product relationship diagram and the product attributes of the production end, and determining the product sub-gene , determine the manufacturer's source and determine the product's sibling genes and determine the product's genetic relatives by judging the consistency of product performance , build the production-end material gene information chain .

[0011] According to an embodiment of the present invention, in step S1, the method for obtaining the procurement-end material gene information chain can be: select one product from the products required by each procurement unit as the selected product, and use the selected product as the initialized gene information chain of the corresponding procurement unit; use the initialized gene information chain as the starting point to concurrently construct the gene information chain of the product to obtain the procurement-end material gene information chain, wherein the gene information chain of the product is concurrently constructed using the initialized gene information chain as the starting point, specifically including: constructing the procurement brother gene information chain based on the procurement unit function and product consistency; ;in, Indicates purchasing products from the same source All and purchasing units Purchasing units with the same functions, Indicates purchasing products from different sources All and purchasing units Purchasing units with the same functions, Indicates purchasing products All purchasing units; based on the consistency of purchasing unit functions and product performance, build purchasing relatives genes ;in, Indicates purchase and product All purchasing units of the same performance products Purchasing units with the same functions, Indicates purchase and product All purchasing units of products with the same performance; build purchasing usage genes based on the usage time of purchased products ;in, Indicates purchasing unit Products Manufacturers, Indicates purchasing unit Products The average scrapping time, Indicates purchasing unit Products Average idle time of It means to find the mean of the variables that meet the conditions. Indicates purchasing unit Products The scrapping time, Indicates purchasing unit Products The average idle time of It means to find the mean of the variables that meet the conditions. Indicates products No. The scrapping time of each sample, Indicates products No. The time when the samples are released from the warehouse, Indicates purchasing unit Included Products Total number of samples; obtain purchasing units Products ( )'s procurement-side gene information chain ; Indicates purchasing unit The required product number set; when the gene information chain of each product is connected in the corresponding component, the corresponding product gene information chain is obtained in the corresponding component until all components have been obtained and the corresponding product gene information chain is completed. Build; load the gene information chain of all constructed products of each purchasing unit, find all the products required by each purchasing unit that are connected to the gene chain; delete the products that have completed the gene chain construction, and update the remaining products to the gene chain concurrent construction product set of this purchasing unit; repeatedly obtain the gene information chain of all products required by all purchasing units , obtain the procurement end material gene information chain ;in, Indicates the purchasing unit number, Represents the set of all purchasing unit numbers; Indicates purchasing unit Material gene information chain.

[0012] According to an embodiment of the present invention, in step S3, the method for obtaining the service life of the product may be: loading the double-layer genetic information of the material, according to the purchased product number , get the procurement brother gene ; If the product subgene of the product is empty, that is , let the product performance analysis unit set be ; If the product gene is not empty, then let the product performance analysis unit set be ; From the product performance analysis unit set, select the purchased products of each purchasing unit The usage gene is used to calculate the duration of the usage gene according to the purchased products of each purchasing unit. The manufacturer weights are classified; the average value of the duration weights belonging to the same category is calculated to obtain the purchased products of each manufacturer life of the product.

[0013] According to an embodiment of the present invention, in step S3, the method for obtaining the damage rate may be: obtaining the product sub-gene according to the serial number of the purchased product; , if the product's subgene is not empty , for purchasing products from different sources All and purchasing units Purchasing units with the same functions Product subgenes by manufacturer Procurement volume and product The ratio of the purchase volume of each manufacturer is used as the purchase volume of each manufacturer. The damage rate.

[0014] According to an embodiment of the present invention, in step S4, the performance purchasing priority of different manufacturers of the same product can be calculated by: obtaining the product sub-gene product sub-gene according to the serial number of the purchased product , if the product's subgene is empty , purchase products from various manufacturers The average service life is arranged in descending order from long to short, constructing the purchased products Each manufacturer's performance purchasing priority is its The serial number in the ordered sequence of average service life; the subgene of the product is not empty Procurement of products from various manufacturers The average service life of the products is arranged in descending order from long to short, and the average service life of the products purchased by each manufacturer is obtained. The number in the ordered sequence of the average service life is recorded as the first number, and the products purchased by each manufacturer are The damage rate is arranged from low to high to obtain the damage rate of each manufacturer in purchasing products. The number in the ordered sequence of the damage rate is recorded as the second number, and the weighted average of the first number and the second number is taken as the purchase product Performance purchasing priorities of each manufacturer.

[0015] According to an embodiment of the present invention, in step S4, the purchase priority calculation method of the replaceable product can be: , get product relatives genes , according to product relatives gene Acquiring and purchasing products The number of the product with the greatest performance similarity is recorded as product ; According to the purchased products , get the genes of purchased relatives ; Use historical purchase information of similar performance products to obtain the purchase product number Replacement products The purchasing priority of the manufacturer; if , then let the product performance analysis unit set ;like , then let the product performance analysis unit set ; Calculate alternative products performance purchasing priority of the manufacturer; among which, if the purchased product is replaced Manufacturers with the highest performance procurement priority, replace the purchased products Damage rate and purchased products The average service life is better than that of purchased products The corresponding indicators of the manufacturer with the highest performance procurement priority will adjust the procurement products Purchasing products for replacement .

[0016] According to an embodiment of the present invention, step S5 may include: setting the purchase unit unreasonable consumption warning as ,like If the ratio is greater than the set threshold, the purchasing unit is determined There is a possibility of unreasonable consumption; Indicates the quantity of all product types purchased by the purchasing unit; the determination coefficient The calculation method is: Load the purchasing unit Purchase Products Procurement using genes And purchase the quantity of Brother Gene manufacturers The purchased products of the corresponding purchasing unit Using Genes , ;Will and , , sort in ascending order, and obtain The serial number in the ordered sequence of average service life is denoted by ; is a conditional expression, which means that if the condition is met, the conditional expression takes the value 1, and if multiple conditions are not met, the conditional expression takes the value 2; calculate the purchase unit The warning level of unreasonable purchase is ;like If the ratio is greater than the threshold, the purchase unit will be reduced. In the unreasonable purchase of product sets Purchase volume; Indicates the idle time control threshold. Indicates purchasing products The validity period of the

[0017] According to an embodiment of the present invention, in step S5, the method for calculating the unreasonable consumption warning degree may specifically include: ;like Greater than the ratio threshold, reducing the purchase unit i in the unreasonable purchase product set of purchase volume; among which, They respectively represent the idle time control threshold and the validity period of purchased product j.

[0018] According to another aspect of the present invention, a material trajectory tracking system based on double-layer genetic information is provided, which adopts the material trajectory tracking method based on double-layer genetic information as described above, wherein the material trajectory tracking system based on double-layer genetic information has a product relationship diagram at the production end and a product relationship diagram at the procurement end, and the material trajectory tracking method based on double-layer genetic information establishes a mapping of each product according to the product relationship diagram at the production end and the product relationship diagram at the procurement end, and obtains a material gene information chain at the production end and a material gene information chain at the procurement end; the material gene information chain at the production end and the material gene information chain at the procurement end are constructed into double-layer genetic information of the material in the genetic algorithm; based on the double-layer genetic information of the material, the performance procurement priority of different manufacturers of the same product and the performance procurement priority of replaceable procurement products are calculated according to the service life and damage rate of the product; based on the performance procurement priority of different manufacturers of the same product and the performance procurement priority of replaceable products, it is determined whether to select replaceable products; set an unreasonable consumption warning degree for the procurement unit, monitor the consumption of the procurement unit, and track the gene chain of the procurement unit that exceeds the unreasonable consumption warning degree.

[0019] Compared with the prior art, the technical solution provided by the embodiments of the present invention can at least achieve the following beneficial effects:

[0020] The present invention first constructs a double-layer genetic information of materials consisting of a production-end material gene information chain and a procurement-end material gene information chain, realizing material track tracking for the product end and material track tracking between procurement units. Then, based on the double-layer genetic information of materials, the material track of purchased products can be tracked, dynamic screening of purchased products and manufacturers can be achieved, and unreasonable consumption of procurement units and unreasonable procurement volume can be monitored and adjusted. BRIEF DESCRIPTION OF THE DRAWINGS

[0021] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings of the embodiments will be briefly introduced below. Obviously, the drawings in the following description only relate to some embodiments of the present invention, but are not intended to limit the present invention.

[0022] Figure 1 is a flow chart showing a material trajectory tracking method based on double-layer genetic information according to an embodiment of the present invention. DETAILED DESCRIPTION

[0023] In order to make the purpose, technical solution and advantages of the embodiment of the present invention clearer, the technical solution of the embodiment of the present invention will be clearly and completely described below in conjunction with the accompanying drawings of the embodiment of the present invention. Obviously, the described embodiment is a part of the embodiment of the present invention, not all of the embodiments. Based on the described embodiment 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.

[0024] Unless otherwise defined, the technical or scientific terms used herein shall have the common meanings understood by persons with ordinary skills in the field to which the present invention belongs. The words "first", "second" and similar words used in the patent application specification and claims of the present invention do not indicate any order, quantity or importance, but are only used to distinguish different components. Similarly, words such as "one" or "a" do not indicate a quantity limitation, but indicate the existence of at least one.

[0025] Figure 1 is a flow chart showing a material trajectory tracking method based on double-layer genetic information according to an embodiment of the present invention.

[0026] like Figure 1 As shown, the material track tracking method based on double-layer genetic information includes steps S1 to S5. Specifically:

[0027] S1. According to the product relationship diagram at the production end and the product relationship diagram at the procurement end, establish the mapping of each product and obtain the material gene information chain at the production end and the material gene information chain at the procurement end.

[0028] According to one or some embodiments of the present invention, in step S1, the method for obtaining the production-end material gene information chain includes:

[0029] Determine the product sub-gene based on the product relationship diagram and product attributes at the production end to determine the product's maintenance supportability , determine the manufacturer's source and determine the product's sibling genes and determine the product's genetic relatives by judging the consistency of product performance , build the production-end material gene information chain .

[0030] According to one or some embodiments of the present invention, in step S1, the method for obtaining the procurement-end material gene information chain is:

[0031] Select one product from the products required by each purchasing unit as the selected product, and use the selected product as the initialized gene information chain of the corresponding purchasing unit; use the initialized gene information chain as the starting point to concurrently build the product's gene information chain to obtain the purchasing end material gene information chain.

[0032] Among them, starting from the initialization of the gene information chain, the gene information chain of the product is concurrently constructed, specifically including:

[0033] Build procurement brother genes based on procurement unit functions and product consistency ;in, Indicates purchasing products from the same source All and purchasing units Purchasing units with the same functions, Indicates purchasing products from different sources All and purchasing units Purchasing units with the same functions, Indicates purchasing products All purchasing units;

[0034] Build purchasing relatives genes based on the consistency of purchasing unit functions and product performance ;in, Indicates purchase and product All purchasing units of the same performance products Purchasing units with the same functions, Indicates purchase and product All purchasing units of products with the same performance;

[0035] Constructing procurement usage genes based on the usage duration of purchased products ;in, Indicates purchasing unit Products Manufacturers, Indicates purchasing unit Products The average scrapping time, Indicates purchasing unit Products Average idle time of It means to find the mean of the variables that meet the conditions. Indicates purchasing unit Products The scrapping time, Indicates purchasing unit Products The average idle time of It means to find the mean of the variables that meet the conditions. Indicates products No. The scrapping time of each sample, Indicates products No. The time when the samples are released from the warehouse, Indicates purchasing unit Included Products The total number of samples;

[0036] Obtain purchasing unit Products ( )'s procurement-side gene information chain ; Indicates purchasing unit The set of product numbers required;

[0037] When the gene information chain of each product is connected in the corresponding component, the corresponding product gene information chain is completed in the corresponding component. Until all components have been obtained, the gene information chain of the corresponding product is completed. Build;

[0038] Load the gene information chain of all constructed products of each purchasing unit, and find all the products required by each purchasing unit that are connected to the gene chain;

[0039] Delete the products that have completed gene chain construction, and update the remaining products to the gene chain concurrent construction product set of this purchasing unit;

[0040] Repeatedly obtain the genetic information chain of all products required by all purchasing units , obtain the procurement end material gene information chain ;

[0041] in, Indicates the purchasing unit number, Represents the set of all purchasing unit numbers; Indicates purchasing unit Material gene information chain.

[0042] S2. Construct the material gene information chain at the production end and the material gene information chain at the procurement end into a double-layer genetic information of the material in the genetic algorithm.

[0043] S3. Based on the double-layer genetic information of materials, the performance procurement priority of different manufacturers of the same product and the performance procurement priority of replaceable products are calculated according to the product's service life and damage rate.

[0044] According to one or some embodiments of the present invention, in step S3, the method for obtaining the service life of the product is:

[0045] Load the double-layer genetic information of the materials, according to the purchased product number , get the procurement brother gene ;

[0046] If the product gene is empty, that is , let the product performance analysis unit set be ; If the product gene is not empty, then let the product performance analysis unit set be ;

[0047] From the product performance analysis unit set, select the purchased products of each purchasing unit The usage gene is used to calculate the duration of the usage gene according to the purchased products of each purchasing unit. The manufacturer weight is classified according to the manufacturer weight;

[0048] Calculate the average value of the duration components belonging to the same category to obtain the purchased products of each manufacturer life of the product.

[0049] According to one or some embodiments of the present invention, in step S3, the damage rate is obtained by:

[0050] Get product sub-gene according to the purchased product number. , if the product's subgene is not empty , for purchasing products from different sources All and purchasing units Purchasing units with the same functions Product subgenes by manufacturer Procurement volume and product The ratio of the purchase volume of each manufacturer is used as the purchase volume of each manufacturer. The damage rate.

[0051] S4. Determine whether to use alternative products based on the performance purchasing priorities of different manufacturers of the same product and the performance purchasing priorities of alternative products.

[0052] According to one or some embodiments of the present invention, in step S4, the performance purchasing priority of different manufacturers of the same product is calculated as follows:

[0053] Get product sub-gene according to the purchased product number. , if the product's subgene is empty , purchase products from various manufacturers The average service life is arranged in descending order from long to short, constructing the purchased products Each manufacturer's performance purchasing priority is its The serial number in the ordered sequence of average service life; the subgene of the product is not empty Procurement of products from various manufacturers The average service life of the products is arranged in descending order from long to short, and the average service life of the products purchased by each manufacturer is obtained. The number in the ordered sequence of the average service life is recorded as the first number, and the products purchased by each manufacturer are The damage rate is arranged from low to high to obtain the damage rate of each manufacturer in purchasing products. The number in the ordered sequence of the damage rate is recorded as the second number, and the weighted average of the first number and the second number is taken as the purchase product Performance purchasing priorities of each manufacturer.

[0054] According to one or some embodiments of the present invention, in step S4, the method for calculating the purchasing priority of the replaceable products is:

[0055] According to the purchase product number , get product relatives genes , according to product relatives gene Acquiring and purchasing products The number of the product with the greatest performance similarity is recorded as product ; According to the purchased products , get the genes of purchased relatives ; Use historical purchase information of similar performance products to obtain the purchase product number Replacement products The purchasing priorities of manufacturers;

[0056] like , then let the product performance analysis unit set ;like , then let the product performance analysis unit set ;

[0057] Calculate alternative products performance purchasing priorities of manufacturers;

[0058] If you replace the purchased product Manufacturers with the highest performance procurement priority, replace the purchased products Damage rate and purchased products The average service life is better than that of purchased products The corresponding indicators of the manufacturer with the highest performance procurement priority will adjust the procurement products Purchasing products for replacement .

[0059] S5. Set an early warning level for unreasonable consumption by purchasing units, monitor the consumption of purchasing units, and track the gene chain of purchasing units that exceed the early warning level for unreasonable consumption.

[0060] According to one or some embodiments of the present invention, in the material trajectory tracking method based on double-layer genetic information, step S5 includes:

[0061] Set the purchase unit unreasonable consumption warning to ,like If the ratio is greater than the set threshold, the purchasing unit is determined There is a possibility of unreasonable consumption; Indicates the quantity of all product types purchased by the purchasing unit;

[0062] The coefficient of determination The calculation method is:

[0063] Load Purchase Units Purchase Products Procurement using genes And purchase the quantity of Brother Gene manufacturers The purchased products of the corresponding purchasing unit Using Genes , ;Will and , , sort in ascending order, and obtain The serial number in the ordered sequence of average service life is denoted by ; is a conditional expression, which means that if the condition is met, the conditional expression takes the value 1, and if multiple conditions are not met, the conditional expression takes the value 2;

[0064] Calculate purchasing units The warning level of unreasonable purchase is ;like If the ratio is greater than the threshold, the purchase unit will be reduced. In the unreasonable purchase of product sets Purchase volume; Indicates the idle time control threshold. Indicates purchasing products The validity period of the

[0065] According to one or some embodiments of the present invention, in the material trajectory tracking method based on double-layer genetic information, in step S5, the method for calculating the unreasonable consumption warning degree specifically includes:

[0066] ;

[0067] like Greater than the ratio threshold, reducing the purchase unit i in the unreasonable purchase product set Purchase volume;

[0068] in, They respectively represent the idle time control threshold and the validity period of purchased product j.

[0069] The present invention first constructs a double-layer genetic information of materials consisting of a production-end material gene information chain and a procurement-end material gene information chain, realizing material track tracking for the product end and material track tracking between procurement units. Then, based on the double-layer genetic information of materials, the material track of purchased products can be tracked, dynamic screening of purchased products and manufacturers can be achieved, and unreasonable consumption of procurement units and unreasonable procurement volume can be monitored and adjusted.

[0070] According to another aspect of the present invention, a material trajectory tracking system based on double-layer genetic information is provided, which adopts the material trajectory tracking method based on double-layer genetic information as described above, wherein the material trajectory tracking system based on double-layer genetic information has a product relationship diagram at the production end and a product relationship diagram at the procurement end, and the material trajectory tracking method based on double-layer genetic information establishes a mapping of each product according to the product relationship diagram at the production end and the product relationship diagram at the procurement end, and obtains a material gene information chain at the production end and a material gene information chain at the procurement end; the material gene information chain at the production end and the material gene information chain at the procurement end are constructed into double-layer genetic information of the material in the genetic algorithm; based on the double-layer genetic information of the material, the performance procurement priority of different manufacturers of the same product and the performance procurement priority of replaceable procurement products are calculated according to the service life and damage rate of the product; based on the performance procurement priority of different manufacturers of the same product and the performance procurement priority of replaceable products, it is determined whether to select replaceable products; set an unreasonable consumption warning degree for the procurement unit, monitor the consumption of the procurement unit, and track the gene chain of the procurement unit that exceeds the unreasonable consumption warning degree.

[0071] The above description is merely an exemplary embodiment of the present invention and is not intended to limit the protection scope of the present invention. The protection scope of the present invention is determined by the appended claims.

Claims

1. A material track tracking method based on double-layer genetic information, comprising the following steps: S1. According to the product relationship diagram of the production end and the product relationship diagram of the procurement end, establish the mapping of each product, and obtain the material gene information chain of the production end and the material gene information chain of the procurement end; S2. Construct the gene information chain of materials at the production end and the gene information chain of materials at the procurement end into a double-layer genetic information of materials in the genetic algorithm; S3. Based on the double-layer genetic information of materials, calculate the performance procurement priority of different manufacturers of the same product and the performance procurement priority of replaceable products according to the product's service life and damage rate; S4. Determine whether to use an alternative product based on the performance purchasing priorities of different manufacturers of the same product and the performance purchasing priorities of alternative products; S5. Set an early warning level for unreasonable consumption by purchasing units, monitor the consumption of purchasing units, and track the gene chain of purchasing units that exceed the early warning level for unreasonable consumption.

2. The material trajectory tracking method based on double-layer genetic information as claimed in claim 1, wherein: In step S1, the method for obtaining the production-end material gene information chain includes: Determine the product sub-gene based on the product relationship diagram and product attributes at the production end to determine the product's maintenance supportability , determine the manufacturer's source and determine the product's sibling genes and determine the product's genetic relatives by judging the consistency of product performance , build the production-end material gene information chain .

3. The material trajectory tracking method based on double-layer genetic information as claimed in claim 1, wherein: In step S1, the method for obtaining the procurement-side material gene information chain is: Select one product from the products required by each purchasing unit as the selected product, and use the selected product as the initialized gene information chain of the corresponding purchasing unit; use the initialized gene information chain as the starting point to concurrently build the product's gene information chain to obtain the purchasing end material gene information chain. Among them, starting from the initialization of the gene information chain, the gene information chain of the product is concurrently constructed, specifically including: Build procurement brother genes based on procurement unit functions and product consistency ;in, Indicates purchasing products from the same source All and purchasing units Purchasing units with the same functions, Indicates purchasing products from different sources All and purchasing units Purchasing units with the same functions, Indicates purchasing products All purchasing units; Build purchasing relatives genes based on the consistency of purchasing unit functions and product performance ;in, Indicates purchase and product All purchasing units of the same performance products Purchasing units with the same functions, Indicates purchase and product All purchasing units of products with the same performance; Constructing procurement usage genes based on the usage duration of purchased products ;in, Indicates purchasing unit Products Manufacturers, Indicates purchasing unit Products The average scrapping time, Indicates purchasing unit Products Average idle time It means to find the mean of the variables that meet the conditions. Indicates purchasing unit Products The scrapping time, Indicates purchasing unit Products The average idle time of It means to find the mean of the variables that meet the conditions. Indicates products No. The scrapping time of each sample, Indicates products No. The time when the samples are released from the warehouse, Indicates purchasing unit Included Products The total number of samples; Obtain purchasing unit Products ( )'s procurement-side gene information chain ; Indicates purchasing unit The set of product numbers required; When the gene information chain of each product is connected in the corresponding component, the corresponding product gene information chain is completed in the corresponding component. Until all components have been obtained, the gene information chain of the corresponding product is completed. Build; Load the gene information chain of all constructed products of each purchasing unit, and find all the products required by each purchasing unit that are connected to the gene chain; Delete the products that have completed gene chain construction, and update the remaining products to the gene chain concurrent construction product set of this purchasing unit; Repeatedly obtain the genetic information chain of all products required by all purchasing units , obtain the procurement end material gene information chain ; in, Indicates the purchasing unit number, Represents the set of all purchasing unit numbers; Indicates purchasing unit Material gene information chain.

4. The material trajectory tracking method based on double-layer genetic information as claimed in claim 1, wherein: In step S3, the method for obtaining the service life of the product is: Load the double-layer genetic information of the materials, according to the purchased product number , get the procurement brother gene ; If the product gene is empty, that is , let the product performance analysis unit set be ; If the product gene is not empty, then let the product performance analysis unit set be ; From the product performance analysis unit set, select the purchased products of each purchasing unit The usage gene is used to calculate the duration of the usage gene according to the purchased products of each purchasing unit. The manufacturer weight is classified according to the Calculate the average value of the duration components belonging to the same category to obtain the purchased products of each manufacturer life of the product.

5. The material trajectory tracking method based on double-layer genetic information as claimed in claim 1, wherein: In step S3, the damage rate is obtained by: Get product sub-gene according to the number of purchased product product sub-gene , if the product's subgene is not empty , for purchasing products from different sources All and purchasing units Purchasing units with the same functions Product subgenes by manufacturer Procurement volume and product The ratio of the purchase volume of each manufacturer is used as the purchase volume of each manufacturer. The damage rate.

6. The material trajectory tracking method based on double-layer genetic information as claimed in claim 1, wherein: In step S4, the performance purchasing priority of different manufacturers of the same product is calculated as follows: Get product sub-gene according to the number of purchased product product sub-gene , if the product's subgene is empty , purchase products from various manufacturers The average service life is arranged in descending order from long to short, constructing the purchased products Each manufacturer's performance purchasing priority is its The serial number in the ordered sequence of average service life; the subgene of the product is not empty Procurement of products from various manufacturers The average service life of the products is arranged in descending order from long to short, and the average service life of the products purchased by each manufacturer is obtained. The number in the ordered sequence of the average service life is recorded as the first number, and the products purchased by each manufacturer are The damage rate is arranged from low to high to obtain the damage rate of each manufacturer in purchasing products. The number in the ordered sequence of the damage rate is recorded as the second number, and the weighted average of the first number and the second number is taken as the purchase product Performance purchasing priorities of each manufacturer.

7. The material trajectory tracking method based on double-layer genetic information as claimed in claim 1, wherein: In step S4, the purchase priority calculation method of the replaceable products is: According to the purchase product number , get product relatives genes , according to product relatives gene Acquiring and purchasing products The number of the product with the greatest performance similarity is recorded as product ; According to the purchased products , get the genes of purchased relatives ; Use historical purchase information of similar performance products to obtain the purchase product number Replacement products The purchasing priorities of manufacturers; like , then let the product performance analysis unit set ;like , then let the product performance analysis unit set ; Calculate alternative products performance purchasing priorities of manufacturers; If you replace the purchased product Manufacturers with the highest performance procurement priority, replace the purchased products Damage rate and purchased products The average service life is better than that of purchased products The corresponding indicators of the manufacturer with the highest performance procurement priority will adjust the procurement products Purchasing products for replacement .

8. The material track tracking method based on double-layer genetic information as claimed in claim 1, wherein: Step S5 includes: Set the purchase unit unreasonable consumption warning to ,like If the ratio is greater than the set threshold, the purchasing unit is determined There is a possibility of unreasonable consumption; Indicates the quantity of all product types purchased by the purchasing unit; The coefficient of determination The calculation method is: Load Purchase Units Purchase Products Procurement using genes And purchase the quantity of Brother Gene manufacturers The purchased products of the corresponding purchasing unit Using Genes , ;Will and , , sort in ascending order, and obtain The serial number in the ordered sequence of average service life is denoted by ; is a conditional expression, which means that if the condition is met, the conditional expression takes the value 1, and if multiple conditions are not met, the conditional expression takes the value 2; Calculate purchasing units The warning level of unreasonable purchase is ;like If the ratio is greater than the threshold, the purchase unit will be reduced. In the unreasonable purchase of product sets Purchase volume; Indicates the idle time control threshold. Indicates purchasing products The validity period of the 9. The material trajectory tracking method based on double-layer genetic information as claimed in claim 8, wherein: In step S5, the method for calculating the unreasonable consumption warning degree specifically includes: ； like Greater than the ratio threshold, reducing the purchase unit i in the unreasonable purchase product set Purchase volume; in, They respectively represent the idle time control threshold and the validity period of purchased product j.

10. A material track tracking system based on double-layer genetic information, using the material track tracking method based on double-layer genetic information as described in any one of claims 1 to 9, wherein the material track tracking system based on double-layer genetic information has a product relationship diagram at the production end and a product relationship diagram at the procurement end, and the material track tracking method based on double-layer genetic information establishes a mapping of each product according to the product relationship diagram at the production end and the product relationship diagram at the procurement end, and obtains a material gene information chain at the production end and a material gene information chain at the procurement end; constructs the material gene information chain at the production end and the material gene information chain at the procurement end into double-layer genetic information of the material in the genetic algorithm; based on the double-layer genetic information of the material, calculates the performance procurement priority of the same product from different manufacturers and the performance procurement priority of replaceable procurement products according to the service life and damage rate of the product; Determine whether to use alternative products based on the performance purchasing priorities of different manufacturers of the same product and the performance purchasing priorities of alternative products; Set an early warning level for unreasonable consumption by purchasing units, monitor their consumption, and track the gene chain of purchasing units that exceed the early warning level for unreasonable consumption.

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