Food material production standardized data management method and system

Abstract

The invention discloses a food material production standardized data management method and system, and relates to the technical field of data management, and the method comprises the steps: carrying out the analysis of all materials through a life cycle analysis method, and obtaining a life cycle sequence and the weight of each link; acquiring a life cycle encryption method by using an encryption generation method; obtaining a management encryption method based on simulated production; managing data corresponding to the materials based on a management encryption method; the method is used for solving the problems that in an existing food material production standardized data management method, when many links are used in the material production process and data names in materials are changed for multiple times, the existing data management method can cause that the same data corresponds to a plurality of data names during data analysis of working personnel, and the working efficiency is greatly improved. The data analysis efficiency is reduced; and errors are easily caused.

Description

Technical Field

[0001] The present invention relates to the technical field of data management, and in particular to a method and system for managing standardized data on food material production. Background Art

[0002] Standardized data management is a method of systematically and structuredly managing data by formulating unified data standards and technical specifications, aiming to eliminate data confusion, improve data quality and promote cross-departmental collaboration; standardized data management of food material production is a method of standardizing and systematically managing materials throughout the entire food production process by establishing a unified material classification and coding system to ensure data accuracy and circulation efficiency.

[0003] The existing method for standardized data management of food material production is usually to establish a database, import the existing purchase list data into the database, and use the database as the only data source for enterprise material information management to ensure the standardization and normalization of material information. Although this improved method can ensure the standard and normalized storage of material data, when there are many links in the material production process, resulting in multiple changes in the data names in the material, only data storage cannot effectively assist the staff in data analysis, resulting in the staff corresponding to multiple data names for the same data during data analysis, resulting in reduced data analysis efficiency and prone to errors. For example, in the patent application with publication number CN117495247A, a material data management method is disclosed. This solution is through Establish a material database as the only data source of enterprise material information, ensure the standardization and normalization of material information, ensure the accuracy and consistency of material information in each link, and solve the problems of large workload and easy errors when establishing a parts library in the Eplan system. Other improvements to standardized data management methods for food material production are usually improvements in data mapping, which still cannot solve the problem that when the material production process uses many links and causes multiple changes in the data names in the materials, the existing data management methods cannot effectively assist staff in data analysis, resulting in staff corresponding to multiple data names for the same data during data analysis, resulting in reduced data analysis efficiency and easy errors. In view of this, it is necessary to improve the existing standardized data management methods for food material production. Summary of the Invention

[0004] The present invention aims to solve one of the technical problems in the prior art to at least a certain extent. By proposing a standardized data management method and system for food material production, it is used to solve the problem in the existing standardized data management method for food material production that when the material production process uses many links, resulting in multiple changes in the data names in the materials, the existing data management method cannot effectively assist staff in data analysis, resulting in staff corresponding to multiple data names for the same data during data analysis, resulting in reduced data analysis efficiency and prone to errors.

[0005] To achieve the above objectives, in a first aspect, the present application provides a method for managing standardized data of food material production, comprising the following steps: Obtain all materials for data management in food production and analyze them using life cycle analysis. Based on the analysis results, obtain the corresponding life cycle sequences for all materials and the weight of each link in the life cycle sequence; Use the encryption generation method to analyze the life cycle sequence of each material separately, and obtain the life cycle encryption method of each material based on the analysis results; Simulate the production of materials, encrypt the data corresponding to the materials during the simulated production based on the material lifecycle encryption method, and adjust the material lifecycle sequence based on the encrypted data and the data during the simulated production; Based on the encryption generation method, the life cycle encryption method corresponding to the adjusted life cycle sequence is recorded as the management encryption method of the material; During food production, the data corresponding to each material is managed based on the management encryption method of each material.

[0006] Furthermore, the life cycle analysis approach includes: For any material in food production that is managed by data: obtain all the links that the material passes through in food production, and record them as production links SH1 to production links SH n and transfer production link SH1 to production link SH n Recorded as the life cycle sequence of the material, where 1 to n are the production links SH1 to SH n Serial number; For the production link SH1: record all the data corresponding to the materials in the production link SH1 as the starting data; record the names of all the data in the starting data as original data name YM1 to original data name YM t , and record the parameter corresponding to each original data name as the original data parameter, where the number of original data parameters is t; For production links SH2 to SH n Any production link in SH e:Get production link SH e All data corresponding to the material in the data are recorded as the post-link data; based on the data source of each data in the post-link data, the corresponding position of each original data parameter in the starting data in the post-link data is obtained and recorded as the original data position SW1 to the original data position SW t , where e is a positive integer less than or equal to n and greater than or equal to 1.

[0007] Furthermore, the life cycle analysis method also includes: For any raw data parameter: the raw data parameter is converted into e The data name corresponding to the original data position is recorded as the post-link name. When the post-link name of the original data parameter is different from the original data name corresponding to the original data parameter, the original data parameter is recorded as the changed parameter; when the post-link name of the original data parameter is the same as the original data name corresponding to the original data parameter, the original data parameter is recorded as the unchanged parameter. The number of changed parameters in all original data parameters divided by t is recorded as the production link SH e The weight of the production link SH1 is 0.

[0008] Furthermore, the encryption generation method includes: For any material: establish a plane rectangular coordinate system, recorded as the cycle weight analysis coordinate system, where the X-axis and Y-axis of the cycle weight analysis coordinate system are both constant axes; based on the weight values ​​of all production links, use the production link number as the horizontal coordinate and the weight value as the vertical coordinate to mark points in the cycle weight analysis coordinate system, and record them as weight points; the curve obtained by fitting all the key points is recorded as the weight analysis curve, where the horizontal coordinates of the leftmost point and the rightmost point of the weight analysis curve are 1 and n respectively; The weight analysis curve is divided into a link fluctuation curve and a link stable curve, wherein the slopes of all points in the link fluctuation curve are not 0, and the slopes of all points in the link stable curve are 0; the production link corresponding to the weight point in the link fluctuation curve is recorded as a fluctuation link, and the production link corresponding to the weight point in the link stable curve is recorded as a stable link; The material life cycle encryption method is set as follows: when the material is produced and the production link it is in is a stable link, the data corresponding to the material will not be managed.

[0009] Furthermore, the lifecycle encryption method also includes: When a material is being produced and the production link it is in is a fluctuation link, and when the next production link of the material is a fluctuation link, all the change parameters corresponding to the material are encrypted separately. For any change parameter, when encrypting it, the original data name corresponding to the change parameter and the order in which the names of all subsequent links are obtained are used as the encryption password; in the next production link of the material, all the encrypted change parameters are decrypted, and all the change parameters are re-encrypted based on the names of the subsequent links corresponding to the change parameters in the next production link; When the next production link of the material is a stable link, all the change parameters corresponding to the material are encrypted respectively, and in the next production link, all the encrypted change parameters are decrypted.

[0010] Furthermore, the life cycle encryption method corresponding to all materials is obtained; simulated production is performed on the materials, data corresponding to the materials during the simulated production are encrypted based on the material life cycle encryption method, and the life cycle sequence of the materials is adjusted based on the encrypted data and the data during the simulated production, including: For any material: Based on the material's production process in food production, simulate the material k times. During each simulated production, encrypt all the material's corresponding change parameters using the material's lifecycle encryption method. For any material's corresponding change parameter: obtain the encryption password of the last encryption of the change parameter using the lifecycle encryption method during the simulated production process, and record it as the data path of the change parameter. After each simulated production, the data path of all changed parameters corresponding to all materials.

[0011] Furthermore, simulated production is performed on the material, and data corresponding to the material during the simulated production is encrypted based on the material lifecycle encryption method. The material lifecycle sequence is adjusted based on the encrypted data and the data during the simulated production. The lifecycle encryption method corresponding to the adjusted lifecycle sequence is recorded as the material management encryption method based on the encryption generation method, including: For any changed parameter corresponding to a material: if the k data paths corresponding to the changed parameter are exactly the same in k simulated productions, the changed parameter is recorded as a controllable parameter; if the k data paths corresponding to the changed parameter are not exactly the same in k simulated productions, the changed parameter is recorded as an out-of-control parameter; When all change parameters are controllable parameters, the material life cycle encryption method is recorded as the material management encryption method.

[0012] Furthermore, the lifecycle encryption method corresponding to the adjusted lifecycle sequence is recorded as a material management encryption method based on the encryption generation method, and further includes: When a change parameter is out of control, execute method X until all the change parameters corresponding to the material are controllable parameters, and record the latest life cycle encryption method of the material as the management encryption method of the material; Method X comprises: using a life cycle analysis method to analyze data obtained from the latest k production simulations of a material k times, and for any production link in the life cycle sequence corresponding to the material: updating the weight of the production link to the average of the k weights corresponding to the production links in the k analyses; Based on the encryption generation method, the life cycle encryption method corresponding to the material is retrieved, k simulation productions are performed on the material, the data path of all change data corresponding to the material is retrieved, and each change parameter corresponding to the material is recorded as a controllable parameter or an out-of-control parameter.

[0013] Furthermore, during food production, the management of the data corresponding to each material based on the management encryption method of each material includes: When food is produced, based on the management encryption method of each material, the data path of all changed parameters corresponding to all materials in the food production process is obtained, and the data of each material in the food production process is managed based on the data path of all changed parameters.

[0014] In a second aspect, the present application also provides a food material production standardization data management system, including a production weight acquisition module, a data encryption method generation module, and a real-time production management module; The production weight acquisition module is used to obtain all materials for data management in food production, analyze all materials using the life cycle analysis method, and obtain the life cycle sequence corresponding to all materials and the weight of each link in the life cycle sequence based on the analysis results; The data encryption method generation module is used to analyze the life cycle sequence of each material using the encryption generation method, and obtain the life cycle encryption method of each material based on the analysis results; Simulate the production of materials, encrypt the data corresponding to the materials during the simulated production based on the material lifecycle encryption method, and adjust the material lifecycle sequence based on the encrypted data and the data during the simulated production; Based on the encryption generation method, the life cycle encryption method corresponding to the adjusted life cycle sequence is recorded as the management encryption method of the material; The real-time production management module is used to manage the data corresponding to the materials based on the management encryption method of each material during food production.

[0015] Beneficial effects of the present invention: This application first obtains all materials for data management in food production, and uses the life cycle analysis method to analyze all materials, and obtains the life cycle sequences corresponding to all materials and the weight of each link in the life cycle sequence based on the analysis results; then uses the encryption generation method to analyze the life cycle sequence of each material separately, and obtains the life cycle encryption method of each material based on the analysis results. The advantage of this is that by obtaining the life cycle sequence of all materials and further obtaining the life cycle encryption method of each material, the data in the material can be encrypted based on the changes in the data name of each data in the material in all production links to ensure that even if the data name in the material changes multiple times, the name changes of each data in the material can still be obtained based on the life cycle encryption method, thereby improving the efficiency of data analysis by staff when the same data corresponds to multiple data names; This application also simulates the production of materials, encrypts the data corresponding to the materials during the simulated production based on the material life cycle encryption method, and adjusts the material life cycle sequence based on the data obtained by encryption and the data during the simulated production; based on the encryption generation method, the life cycle encryption method corresponding to the adjusted life cycle sequence is recorded as the material management encryption method; finally, during food production, the data corresponding to the material is managed based on the management encryption method of each material. The advantage of this is that the material management encryption method is obtained through simulated production, and the material life cycle encryption method can be optimized based on the material production process to ensure that in the actual production process, the data name change status of each data in the material can be accurately obtained to ensure that in actual production, each data corresponding to the material can be standardized based on the data path of the changed parameters to prevent the problem that the same data corresponds to multiple data names, which causes the staff's analysis of material data to be less efficient and prone to errors. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] Figure 1 is a functional block diagram of the system of the present invention; Figure 2 is a flow chart of the steps of the method of the present invention; Figure 3 Schematic diagram of the link fluctuation curve and link stable curve of the present invention; Figure 4 Schematic diagram of the structure of the electronic device of the present invention. DETAILED DESCRIPTION

[0017] The following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the accompanying drawings. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative efforts are within the scope of protection of the present invention.

[0018] Example 1, please refer to Figure 1 As shown, the present application provides a food material production standardization data management system, including a production weight acquisition module, a data encryption method generation module and a real-time production management module; The production weight acquisition module is used to obtain all materials for data management in food production, analyze all materials using the life cycle analysis method, and obtain the life cycle sequence corresponding to all materials and the weight of each link in the life cycle sequence based on the analysis results; The production weight acquisition module includes a production weight acquisition unit, which is used to implement the life cycle analysis method. The production weight acquisition strategy includes: For any material in food production that is managed by data: obtain all the links that the material passes through in food production, and record them as production links SH1 to production links SH n and transfer production link SH1 to production link SH n Recorded as the life cycle sequence of the material, where 1 to n are the production links SH1 to SH n Serial number; In the specific implementation process, the production process may include feed management, production preparation, production processing, finished product inspection and warehousing logistics. The production process of each material and the corresponding production process of the material can be set in the actual food production factory to ensure that the production process of the subsequent analysis is consistent with the actual material production process; For the production link SH1: record all the data corresponding to the materials in the production link SH1 as the starting data; record the names of all the data in the starting data as original data name YM1 to original data name YM t , and record the parameter corresponding to each original data name as the original data parameter, where the number of original data parameters is t; In the specific implementation process, since the production link SH1 is the first link after the material enters the food production, the data corresponding to the material at this time are all initial data. In the subsequent production process, the data name of a certain data in the material may be adaptively modified. Therefore, the production link SH1 and the production link SH2 should be linked to the production link SH1. n Make a distinction; For production links SH2 to SHn Any production link in SH e :Get production link SH e All data corresponding to the material in the data are recorded as the post-link data; based on the data source of each data in the post-link data, the corresponding position of each original data parameter in the starting data in the post-link data is obtained and recorded as the original data position SW1 to the original data position SW t , where e is a positive integer less than or equal to n and greater than or equal to 1; For any raw data parameter: the raw data parameter is converted into e The data name corresponding to the original data position is recorded as the post-link name. When the post-link name of the original data parameter is different from the original data name corresponding to the original data parameter, the original data parameter is recorded as the changed parameter; when the post-link name of the original data parameter is the same as the original data name corresponding to the original data parameter, the original data parameter is recorded as the unchanged parameter. In the specific implementation process, for example, during a data analysis, the original data parameters are e If the data name corresponding to the original data position is animal protein usage, the name of the subsequent link can be recorded as animal protein usage. If the original data name corresponding to the original data parameter at this time is protein usage, that is, animal protein usage is different from protein usage, the original data parameter can be recorded as a changed parameter, which means that the data name corresponding to the original data parameter has been changed; The number of changed parameters in all original data parameters divided by t is recorded as the production link SH e The weight of production link SH1 is 0; In the specific implementation process, for example, in a data analysis, the value of t is 10, and the number of changed parameters in all original data parameters is 5. Then, through calculation, it can be obtained that the weight corresponding to the production link is 0.5. In this embodiment, the larger the weight corresponding to the production link, the more original data parameters with data name changes there are in the production link, and the more likely it is that data analysis errors will occur in this production link.

[0019] The data encryption method generation module is used to analyze the life cycle sequence of each material using the encryption generation method, and obtain the life cycle encryption method of each material based on the analysis results; The encryption generation method includes: for any material: establishing a plane rectangular coordinate system, recorded as the periodic weight analysis coordinate system, wherein the X-axis and Y-axis of the periodic weight analysis coordinate system are both constant axes; based on the weight values ​​of all production links, using the serial number of the production link as the horizontal coordinate and the weight value as the vertical coordinate, punctuating points in the periodic weight analysis coordinate system and recording them as weight points; recording the curve obtained by fitting all the key points as the weight analysis curve, wherein the horizontal coordinates of the leftmost point and the rightmost point of the weight analysis curve are 1 and n respectively; The weight analysis curve is divided into a link fluctuation curve and a link stable curve, wherein the slopes of all points in the link fluctuation curve are not 0, and the slopes of all points in the link stable curve are 0; the production link corresponding to the weight point in the link fluctuation curve is recorded as a fluctuation link, and the production link corresponding to the weight point in the link stable curve is recorded as a stable link; In the specific implementation process, for example, during a data analysis, the weight analysis curve obtained is as follows Figure 3 As shown in the curve QF, through analysis, it can be obtained that the link stable curve in the curve QF is the curve with abscissa between 3 and n-1, and the link fluctuation curve is the curve with abscissa between 1 and 3 and the curve with abscissa between n-1 and n; The material lifecycle encryption method is set as follows: when the material is in production and the production link is a stable link, the corresponding data of the material is not managed; When a material is being produced and the production link it is in is a fluctuation link, and when the next production link of the material is a fluctuation link, all the change parameters corresponding to the material are encrypted separately. For any change parameter, when encrypting it, the original data name corresponding to the change parameter and the order in which the names of all subsequent links are obtained are used as the encryption password; in the next production link of the material, all the encrypted change parameters are decrypted, and all the change parameters are re-encrypted based on the names of the subsequent links corresponding to the change parameters in the next production link; In a specific implementation process, for example, during a data analysis, a change parameter needs to be encrypted, and the original data name corresponding to the change parameter is protein usage, and the names of all subsequent links are animal protein usage and animal protein usage based on the acquisition order, then the protein usage, animal protein usage and animal protein usage can be used as encryption codes to encrypt the change parameter; When the next production link of the material is a stable link, all the change parameters corresponding to the material are encrypted respectively, and in the next production link, all the encrypted change parameters are decrypted; Get the life cycle encryption method corresponding to all materials.

[0020] The data encryption method generation module is also used to simulate the production of materials. Based on the material life cycle encryption method, the data corresponding to the material during the simulated production is encrypted, and the material life cycle sequence is adjusted based on the encrypted data and the data during the simulated production. Based on the encryption generation method, the lifecycle encryption method corresponding to the adjusted lifecycle sequence is recorded as the management encryption method of the material; the data encryption method generation module includes a management encryption method acquisition unit, and the management encryption method acquisition unit is configured with a management encryption method acquisition strategy, and the management encryption method acquisition strategy includes: For any material: Based on the material's production process in food production, simulate the material k times. During each simulated production, encrypt all the material's corresponding change parameters using the material's lifecycle encryption method. For any material's corresponding change parameter: obtain the encryption password of the last encryption of the change parameter using the lifecycle encryption method during the simulated production process, and record it as the data path of the change parameter. In the specific implementation process, by obtaining the data path of the changed parameter, the path of the data name change of the changed parameter of the material during the production process can be obtained. For example, if the data path of the changed parameter is protein dosage, animal protein dosage, and animal protein dosage, the corresponding data names of the changed parameter in the production process are protein dosage, animal protein dosage, and animal protein dosage, so that the staff can efficiently analyze each data parameter corresponding to the material; After each simulated production, the data path of all changed parameters corresponding to all materials; For any changed parameter corresponding to a material: if the k data paths corresponding to the changed parameter are exactly the same in k simulated productions, the changed parameter is recorded as a controllable parameter; if the k data paths corresponding to the changed parameter are not exactly the same in k simulated productions, the changed parameter is recorded as an out-of-control parameter; When all the change parameters are controllable parameters, the material life cycle encryption method is recorded as the material management encryption method; In the specific implementation process, when the k data paths corresponding to the changed parameters are exactly the same in k simulated productions, it means that the changes in the data names corresponding to the changed parameters in the food production process can be accurately obtained. Therefore, the changed parameters can be recorded as controllable parameters. If all the changed parameters of the material are controllable parameters, it means that the data sources of all data in the material can be accurately and effectively obtained. The material life cycle encryption method can be directly recorded as the material management encryption method and applied in actual data analysis. When a change parameter is out of control, execute method X until all the change parameters corresponding to the material are controllable parameters, and record the latest life cycle encryption method of the material as the management encryption method of the material; Method X comprises: using a life cycle analysis method to analyze data obtained from the latest k production simulations of a material k times, and for any production link in the life cycle sequence corresponding to the material: updating the weight of the production link to the average of the k weights corresponding to the production links in the k analyses; Based on the encryption generation method, the life cycle encryption method corresponding to the material is retrieved, k simulation productions are performed on the material, the data path of all change data corresponding to the material is retrieved, and each change parameter corresponding to the material is recorded as a controllable parameter or an out-of-control parameter.

[0021] The real-time production management module is used to manage the data corresponding to each material based on the management encryption method of each material during food production. The real-time production management module includes a real-time production management unit, which is configured with a real-time production management strategy. The real-time production management strategy includes: When food is produced, based on the management encryption method of each material, the data path of all changed parameters corresponding to all materials in the food production process is obtained, and the data of each material in the food production process is managed based on the data path of all changed parameters; During the specific implementation process, by obtaining the data path of all changed parameters corresponding to the materials, the staff can effectively grasp the changes in all data corresponding to the materials during the food production process. For example, when conducting material sampling and screening, the changes in each data corresponding to the material in the production link can be quickly obtained to improve the data analysis efficiency of the staff.

[0022] Example 2, please refer to Figure 2 As shown, the present application also provides a method for managing standardized data of food material production, comprising the following steps: Step S1: Obtain all materials for data management in food production, analyze all materials using life cycle analysis, and obtain the life cycle sequences corresponding to all materials and the weight of each link in the life cycle sequence based on the analysis results; The life cycle analysis method includes: step S101, for any material in food production for data management: obtain all the links that the material passes through in food production, and record them as production links SH1 to production links SH n and transfer production link SH1 to production link SH n Recorded as the life cycle sequence of the material, where 1 to n are the production links SH1 to SH n Serial number; Step S102, for the production link SH1: record all data corresponding to the materials in the production link SH1 as the starting data; record the names of all data in the starting data as original data name YM1 to original data name YMt , and record the parameter corresponding to each original data name as the original data parameter, where the number of original data parameters is t; Step S103, for production links SH2 to SH n Any production link in SH e :Get production link SH e All data corresponding to the material in the data are recorded as the post-link data; based on the data source of each data in the post-link data, the corresponding position of each original data parameter in the starting data in the post-link data is obtained and recorded as the original data position SW1 to the original data position SW t , where e is a positive integer less than or equal to n and greater than or equal to 1; Step S104: for any original data parameter: the original data parameter is e The data name corresponding to the original data position is recorded as the post-link name. When the post-link name of the original data parameter is different from the original data name corresponding to the original data parameter, the original data parameter is recorded as the changed parameter; when the post-link name of the original data parameter is the same as the original data name corresponding to the original data parameter, the original data parameter is recorded as the unchanged parameter. Step S105: the number of changed parameters in all original data parameters divided by t is recorded as the production link SH e The weight of the production link SH1 is 0.

[0023] Step S2, using the encryption generation method to analyze the life cycle sequence of each material respectively, and obtaining the life cycle encryption method of each material based on the analysis results; Simulate the production of materials, encrypt the data corresponding to the materials during the simulated production based on the material lifecycle encryption method, and adjust the material lifecycle sequence based on the encrypted data and the data during the simulated production; Based on the encryption generation method, the life cycle encryption method corresponding to the adjusted life cycle sequence is recorded as the management encryption method of the material; The encryption generation method includes: step S2011, for any material: establishing a plane rectangular coordinate system, recorded as a periodic weight analysis coordinate system, wherein the X-axis and Y-axis of the periodic weight analysis coordinate system are both constant axes; based on the weight values ​​of all production links, the serial number of the production link is used as the horizontal coordinate, and the weight value is used as the vertical coordinate to punctuate in the periodic weight analysis coordinate system, and recorded as the weight point; the curve obtained by fitting all the key points is recorded as a weight analysis curve, wherein the horizontal coordinates of the leftmost point and the rightmost point of the weight analysis curve are 1 and n respectively.

[0024] Step S2012: Segment the weight analysis curve into a link fluctuation curve and a link stable curve, wherein the slopes of all points in the link fluctuation curve are non-zero, and the slopes of all points in the link stable curve are zero; record the production link corresponding to the weight point in the link fluctuation curve as a fluctuation link, and record the production link corresponding to the weight point in the link stable curve as a stable link; Step S2013: Set the material lifecycle encryption method to: when the material is in production and the production stage is stable, the data corresponding to the material is not managed; When a material is being produced and the production link it is in is a fluctuation link, and when the next production link of the material is a fluctuation link, all the change parameters corresponding to the material are encrypted separately. For any change parameter, when encrypting it, the original data name corresponding to the change parameter and the order in which the names of all subsequent links are obtained are used as the encryption password; in the next production link of the material, all the encrypted change parameters are decrypted, and all the change parameters are re-encrypted based on the names of the subsequent links corresponding to the change parameters in the next production link; When the next production link of the material is a stable link, all the change parameters corresponding to the material are encrypted respectively, and in the next production link, all the encrypted change parameters are decrypted; Get the life cycle encryption method corresponding to all materials.

[0025] Step S2 also includes: Step S202, for any material: based on the production process of the material in food production, simulate the production of the material k times, and in each simulated production, encrypt all change parameters corresponding to the material using the material lifecycle encryption method; for any change parameter corresponding to the material: obtain the encryption password of the last encryption process of the change parameter using the lifecycle encryption method during the simulated production process, and record it as the data path of the change parameter; After each simulated production, the data path of all changed parameters corresponding to all materials; Step S203: For any changed parameter corresponding to a material: if the k data paths corresponding to the changed parameter are identical in k simulated productions, the changed parameter is recorded as a controllable parameter; if the k data paths corresponding to the changed parameter are not identical in k simulated productions, the changed parameter is recorded as an out-of-control parameter; Step S204: When all the changed parameters are controllable parameters, the material lifecycle encryption method is recorded as the material management encryption method; Step S205: When a change parameter is out of control, execute method X until all change parameters corresponding to the material are controllable parameters, and record the latest life cycle encryption method of the material as the management encryption method of the material; Method X comprises: using a life cycle analysis method to analyze data obtained from the latest k production simulations of a material k times, and for any production link in the life cycle sequence corresponding to the material: updating the weight of the production link to the average of the k weights corresponding to the production links in the k analyses; Based on the encryption generation method, the life cycle encryption method corresponding to the material is retrieved, k simulation productions are performed on the material, the data path of all change data corresponding to the material is retrieved, and each change parameter corresponding to the material is recorded as a controllable parameter or an out-of-control parameter.

[0026] Step S3: During food production, data corresponding to each material is managed based on the management encryption method of each material; Step S3 includes: when food is produced, based on the management encryption method of each material, obtaining the data path of all change parameters corresponding to all materials in the food production process, and managing the data of each material in the food production process based on the data path of all change parameters.

[0027] Example 3, please refer to Figure 4 As shown, Figure 4 A schematic diagram of the structure of an electronic device is provided. The electronic device may include: a processor, a communication interface, a memory, and a communication bus, wherein the processor, the communication interface, and the memory communicate with each other via the communication bus. The memory stores computer-readable instructions, and the processor can call the instructions in the memory. When the computer-readable instructions are executed by the processor, the steps of a standardized data management method for food material production are executed to implement the following functions: first, all materials for data management in food production are obtained, and all materials are analyzed using a life cycle analysis method. Based on the analysis results, the life cycle sequences corresponding to all materials and the weights of each link in the life cycle sequence are obtained; then, the life cycle sequence of each material is analyzed using a cryptographic generation method, and the life cycle encryption method of each material is obtained based on the analysis results; then, the material production is simulated, and the data corresponding to the material during the simulated production is encrypted using the material life cycle encryption method. The material life cycle sequence is adjusted based on the encrypted data and the data during the simulated production; the life cycle encryption method corresponding to the adjusted life cycle sequence is recorded as the material management encryption method based on the cryptographic generation method; and finally, during food production, the material data is managed based on the management encryption method of each material.

[0028] In addition, the logical instructions in the above-mentioned memory can be implemented in the form of a software functional unit and can be stored in a computer-readable storage medium when sold or used as an independent product. Based on this understanding, the technical solution of the present application, or the part that contributes to the existing technology, or the part of the technical solution, can be embodied in the form of a software product. The computer software product is stored in a storage medium and includes several instructions for enabling a computer device (which can be a personal computer, server, or network device, etc.) to execute all or part of the steps of the method described in each embodiment of the present application. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), disk or optical disk, and other media that can store program code.

[0029] Example 4. The present application also provides a computer-readable storage medium. The present application provides a storage medium on which a computer program is stored. When the computer program is executed by the processor, the steps in the above method for standardized data management of food material production are executed to achieve the following functions: first, all materials for data management in food production are obtained, and all materials are analyzed using the life cycle analysis method, and the life cycle sequences corresponding to all materials and the weights of each link in the life cycle sequence are obtained based on the analysis results; then the life cycle sequence of each material is analyzed separately using the encryption generation method, and the life cycle encryption method of each material is obtained based on the analysis results; then the material is simulated for production, and the data corresponding to the material during the simulated production is encrypted based on the material's life cycle encryption method, and the material's life cycle sequence is adjusted based on the encrypted data and the data during the simulated production; the life cycle encryption method corresponding to the adjusted life cycle sequence is recorded as the material's management encryption method based on the encryption generation method; finally, during food production, the data corresponding to the material is managed based on the management encryption method of each material.

[0030] Through the description of the above embodiments, the embodiments of the present invention can be provided as methods, systems, or computer program products. Based on this understanding, the essence of the above technical solutions or the portion that contributes to the prior art can be embodied in the form of a software product. This computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a magnetic disk, or an optical disk, and includes a number of instructions for enabling a computer device (such as a personal computer, server, or network device) to execute the methods described in various embodiments or certain portions of the embodiments.

[0031] In the embodiments provided in this application, it should be understood that the disclosed system or method can be implemented in other ways. The embodiments described above are merely illustrative. For example, the division of modules or units is only a logical function division. There may be other division methods in actual implementation. For example, multiple modules or units can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some communication interfaces, and the indirect coupling or communication connection of systems, modules and units can be electrical, mechanical or other forms.

[0032] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present application, rather than to limit them. Although the present application has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present application.

Claims

1. A method for managing standardized data of food material production, characterized in that: The steps include: Obtain all materials for data management in food production and analyze them using life cycle analysis. Based on the analysis results, obtain the corresponding life cycle sequences for all materials and the weight of each link in the life cycle sequence; Use the encryption generation method to analyze the life cycle sequence of each material separately, and obtain the life cycle encryption method of each material based on the analysis results; Simulate the production of materials, encrypt the data corresponding to the materials during the simulated production based on the material lifecycle encryption method, and adjust the material lifecycle sequence based on the encrypted data and the data during the simulated production; Based on the encryption generation method, the life cycle encryption method corresponding to the adjusted life cycle sequence is recorded as the management encryption method of the material; During food production, the data corresponding to each material is managed based on the management encryption method of each material.

2. A food material production standardization data management method according to claim 1, characterized in that: Life cycle analysis methods include: For any material in food production that is managed by data: obtain all the links that the material passes through in food production, and record them as production links SH1 to production links SH n and transfer production link SH1 to production link SH n Recorded as the life cycle sequence of the material, where 1 to n are the production links SH1 to SH n Serial number; For the production link SH1: record all the data corresponding to the materials in the production link SH1 as the starting data; record the names of all the data in the starting data as original data name YM1 to original data name YM t , and record the parameter corresponding to each original data name as the original data parameter, where the number of original data parameters is t; For production links SH2 to SH n Any production link in SH e :Get production link SH e All data corresponding to the material in the data are recorded as the post-link data; based on the data source of each data in the post-link data, the corresponding position of each original data parameter in the starting data in the post-link data is obtained and recorded as the original data position SW1 to the original data position SW t , where e is a positive integer less than or equal to n and greater than or equal to 1.

3. A food material production standardization data management method according to claim 2, characterized in that: Life cycle analysis also includes: For any raw data parameter: the raw data parameter is converted into e The data name corresponding to the original data position is recorded as the post-link name. When the post-link name of the original data parameter is different from the original data name corresponding to the original data parameter, the original data parameter is recorded as the changed parameter; when the post-link name of the original data parameter is the same as the original data name corresponding to the original data parameter, the original data parameter is recorded as the unchanged parameter. The number of changed parameters in all original data parameters divided by t is recorded as the production link SH e The weight of the production link SH1 is 0.

4. A food material production standardization data management method according to claim 3, characterized in that: Cryptographic generation methods include: For any material: establish a plane rectangular coordinate system, recorded as the cycle weight analysis coordinate system, where the X-axis and Y-axis of the cycle weight analysis coordinate system are both constant axes; based on the weight values ​​of all production links, use the production link number as the horizontal coordinate and the weight value as the vertical coordinate to mark points in the cycle weight analysis coordinate system, and record them as weight points; the curve obtained by fitting all the key points is recorded as the weight analysis curve, where the horizontal coordinates of the leftmost point and the rightmost point of the weight analysis curve are 1 and n respectively; The weight analysis curve is divided into a link fluctuation curve and a link stable curve, wherein the slopes of all points in the link fluctuation curve are not 0, and the slopes of all points in the link stable curve are 0; the production link corresponding to the weight point in the link fluctuation curve is recorded as a fluctuation link, and the production link corresponding to the weight point in the link stable curve is recorded as a stable link; The material life cycle encryption method is set as follows: when the material is produced and the production link it is in is a stable link, the data corresponding to the material will not be managed.

5. A food material production standardization data management method according to claim 4, characterized in that: Lifecycle encryption also includes: When a material is being produced and the production link it is in is a fluctuation link, and when the next production link of the material is a fluctuation link, all the change parameters corresponding to the material are encrypted separately. For any change parameter, when encrypting it, the original data name corresponding to the change parameter and the order in which the names of all subsequent links are obtained are used as the encryption password; in the next production link of the material, all the encrypted change parameters are decrypted, and all the change parameters are re-encrypted based on the names of the subsequent links corresponding to the change parameters in the next production link; When the next production link of the material is a stable link, all the change parameters corresponding to the material are encrypted respectively, and in the next production link, all the encrypted change parameters are decrypted.

6. A food material production standardization data management method according to claim 5, characterized in that: Obtain the lifecycle encryption method corresponding to all materials; simulate production of materials, encrypt the data corresponding to the materials during simulated production based on the material lifecycle encryption method, and adjust the material lifecycle sequence based on the encrypted data and the data during simulated production, including: For any material: Based on the material's production process in food production, simulate the material k times. During each simulated production, encrypt all the material's corresponding change parameters using the material's lifecycle encryption method. For any material's corresponding change parameter: obtain the encryption password of the last encryption of the change parameter using the lifecycle encryption method during the simulated production process, and record it as the data path of the change parameter. After each simulated production, the data path of all changed parameters corresponding to all materials.

7. A food material production standardization data management method according to claim 6, characterized in that: Simulate the production of materials, encrypt the data corresponding to the materials during the simulated production based on the material lifecycle encryption method, and adjust the material lifecycle sequence based on the encrypted data and the data during the simulated production; The management encryption method of recording the life cycle encryption method corresponding to the adjusted life cycle sequence as the material based on the encryption generation method includes: For any changed parameter corresponding to a material: if the k data paths corresponding to the changed parameter are exactly the same in k simulated productions, the changed parameter is recorded as a controllable parameter; if the k data paths corresponding to the changed parameter are not exactly the same in k simulated productions, the changed parameter is recorded as an out-of-control parameter; When all change parameters are controllable parameters, the material life cycle encryption method is recorded as the material management encryption method.

8. A food material production standardization data management method according to claim 7, characterized in that: The management encryption method of recording the life cycle encryption method corresponding to the adjusted life cycle sequence as the material based on the encryption generation method also includes: When a change parameter is out of control, execute method X until all the change parameters corresponding to the material are controllable parameters, and record the latest life cycle encryption method of the material as the management encryption method of the material; Method X comprises: using a life cycle analysis method to analyze data obtained from the latest k production simulations of a material k times, and for any production link in the life cycle sequence corresponding to the material: updating the weight of the production link to the average of the k weights corresponding to the production links in the k analyses; Based on the encryption generation method, the life cycle encryption method corresponding to the material is retrieved, k simulation productions are performed on the material, the data path of all change data corresponding to the material is retrieved, and each change parameter corresponding to the material is recorded as a controllable parameter or an out-of-control parameter.

9. A food material production standardization data management method according to claim 8, characterized in that: During food production, the management of data corresponding to each material based on the management encryption method includes: When food is produced, based on the management encryption method of each material, the data path of all changed parameters corresponding to all materials in the food production process is obtained, and the data of each material in the food production process is managed based on the data path of all changed parameters.

10. A food material production standardization data management system, used to implement a food material production standardization data management method according to any one of claims 1 to 9, characterized in that: It includes production weight acquisition module, data encryption method generation module and real-time production management module; The production weight acquisition module is used to obtain all materials for data management in food production, analyze all materials using the life cycle analysis method, and obtain the life cycle sequence corresponding to all materials and the weight of each link in the life cycle sequence based on the analysis results; The data encryption method generation module is used to analyze the life cycle sequence of each material using the encryption generation method, and obtain the life cycle encryption method of each material based on the analysis results; Simulate the production of materials, encrypt the data corresponding to the materials during the simulated production based on the material lifecycle encryption method, and adjust the material lifecycle sequence based on the encrypted data and the data during the simulated production; Based on the encryption generation method, the life cycle encryption method corresponding to the adjusted life cycle sequence is recorded as the management encryption method of the material; The real-time production management module is used to manage the data corresponding to the materials based on the management encryption method of each material during food production.

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