A rubber production full-process digital production system

Abstract

This invention discloses a digital production system for the entire rubber production process, relating to the field of production management technology. It includes an order confirmation module for confirming order information, producing rubber according to the production process based on the order information, and tracking the rubber production process. A storage management module, connected to the order confirmation module, collects rubber production information based on the production process and stores it in an information stack. An analysis module, connected to the storage management module, judges the rubber production information according to standard information. This invention can distinguish between authorized and unauthorized network ports, ensuring the security of data access on authorized network ports and preventing unauthorized and authorized network ports from being mixed up and accessing rubber production information. This ensures the security of rubber production information storage and access, facilitating subsequent data traceability and retrieval.

Description

Technical Field

[0001] This invention relates to the field of production management technology, specifically to a digital production system for the entire rubber production process. Background Technology

[0002] In the operation of existing digital production systems covering the entire rubber production process, production formula data, process parameters, production ledgers, and quality inspection records are all core production information of the enterprise. Data storage and network access security are directly related to the stability of rubber production and the confidentiality of production data. Currently, traditional digital production management and control platforms for rubber have significant technical deficiencies in network port deployment and access control. Most production systems lack a permission classification and control structure for network ports, with authorized and unauthorized access ports mixed together, and no clear isolation and differentiation mechanism between ports.

[0003] Existing technologies lack targeted port identification and isolation control measures. Various port access behaviors are recorded without differentiation, and the sources of port access are chaotic. It is difficult to accurately trace the process of accessing, retrieving, and using production data, which makes it difficult to conduct data traceability and verification in the later stage and cannot guarantee the security control of rubber production data throughout its entire life cycle. Summary of the Invention

[0004] The purpose of this invention is to provide a digital production system for the entire rubber production process to address the shortcomings of the prior art.

[0005] To achieve the above objectives, the present invention provides the following technical solution: a fully digitalized production system for the entire rubber production process, comprising: The order confirmation module is used to confirm order information, produce rubber according to the production process based on the order information, and track the rubber production process based on the production process. The storage management module, connected to the order confirmation module, is used to collect rubber production information based on the production process and store it in the information stack. The information stack includes information channels and an information database, and rubber production information is accessed and managed through the information stack. The analysis module, connected to the storage management module, is used to judge rubber production information according to standard information, mark rubber production information that does not meet the standard information, issue warnings, and trace the source to locate the problematic process.

[0006] In a preferred embodiment, the order confirmation module includes: The production scheduling unit receives sales orders, breaks them down into production tasks, and intelligently schedules production based on capacity, equipment status, and raw material inventory. It then generates production work orders, formula sheets, and work instructions for each work section as order information, which is then distributed online and offline to the terminals in each workshop. The production tracking unit is used to produce rubber according to the order information in accordance with the production process and to track the rubber production process.

[0007] In a preferred embodiment, the storage management module includes: The data collection unit is used to collect rubber production information according to the production process and upload the rubber production information to the platform. The information storage unit is used to store rubber production information in the information database within the platform, and assigns a unique tag to each order information for the rubber production information. The network port accesses the rubber production information through the information stack.

[0008] In a preferred embodiment, the information storage unit includes: The setting unit is used to set up the information database and information channel in the platform, set up the docking segment and the capture segment for the corresponding information channel, and set the access port and the exit port of the information channel. The docking segment is located in the front end of the information channel access, and the capture segment is located in the back end of the information channel access. Multiple separation factors are set in the information channel. The recording unit is used to record the authorized network ports for both the docking segment and the capture segment in the corresponding information channel, set a connection point between the docking segment and the information database, and set an access area between the capture segment and the information database. The access management unit is used to determine the network port's access status when it enters the information channel through the access port. If the network port is unauthorized, it will not be connected; if it is authorized, it will be connected, and the authorized network port's tag will be obtained. The tag will then be provided to the information database through the connection point via the connection segment. The information database will obtain the corresponding target rubber production information based on the tag and provide the target rubber production information to the access area. The authorized network port will continue to access the information channel. When it reaches the capture segment, the capture segment will capture the target rubber production information and provide it to the authorized network port, thus completing the information stack's access management of rubber production information.

[0009] In a preferred embodiment, the setting unit includes: The channel setting unit is used to set up the information channel connecting the access port and the outlet in the platform; The deployment unit is used to select a preset segment of the information channel at a location near the access port, and deploy multiple docking points for the preset segment of the information channel. The multiple docking points are interconnected to obtain the docking segment. The first connection unit is used to select a preset segment of information channel at the end of the information channel near the outlet, and deploy multiple capture points corresponding to the preset segment of information channel. The multiple capture points are not connected to each other. Each capture point consists of a trigger point and an access point. The trigger point and the access point are connected to obtain the capture segment. The second connection unit is used to connect the multiple separation factors set in the information channel to the access port and the trigger point respectively.

[0010] In a preferred embodiment, the recording unit includes: The first docking unit is used to record the authorized network port through all docking points in the docking segment, and connect all docking points in the docking segment to the connection point. When the docking segment is not docked to the authorized network port, the connection between all docking points and the connection point is disconnected. The second docking unit is used to record the authorized network port by capturing all the trigger points in the segment. When the trigger point is not connected to the authorized network port through the separation factor, the connection between the trigger point and the corresponding access point is disconnected, and the access point is connected to the access area.

[0011] In a preferred embodiment, the access management unit includes: The first access analysis unit is used to select any docking point to disconnect from other docking points and dock with the network port when a network port accesses the information channel through the access port. If the network port is an unauthorized network port, the docking point is docked with any separation factor in the capture segment to guide the unauthorized network port to the separation factor and continue accessing in the information channel. After that, the docking point is reconnected to other docking points in the docking segment. The second access analysis unit is used to obtain the tag of the authorized network port if the network port is an authorized network port, connect the docking point to any separation factor in the docking segment, guide the authorized network port to the separation factor, continue access in the information channel, then reconnect the docking point to other docking points in the docking segment, provide the tag to the connection point through the docking point, then disconnect the connection point from the docking point, then open the connection between the connection point and the information database, provide the tag to the information database, the information database provides the rubber production information corresponding to the tag to the access area, and then immediately disconnect the connection between the access area and the information database. The information acquisition unit is used to determine the authorized network port and its corresponding tag by connecting the network port to the separation factor it is currently accessing through the trigger point when the authorized network port accesses the capture segment through the separation factor. The access point is triggered through the trigger point, and the access point is connected to the access port. The authorized network port is directly connected to the access point through the access port, and the authorized network port obtains the rubber production information in the access area through the access point.

[0012] In a preferred embodiment, the analysis module includes: The information construction unit is used to establish a standard database, which stores standard thresholds corresponding to different production processes as standard information. The anomaly management unit is used to judge rubber production information according to standard information, mark rubber production information that does not meet the standard information and form an anomaly data ledger, and issue warnings and trace the source of the problem process according to the anomaly data ledger.

[0013] The technical effects and advantages provided by the present invention in the above technical solution are as follows: This invention can identify authorized network ports when a large number of network ports are accessed, prepare data for delivery, and distinguish between authorized and unauthorized network ports. This ensures the security of data access through authorized network ports, prevents unauthorized and authorized network ports from being mixed up and accessing rubber production information, and guarantees the security of rubber production information storage and access, facilitating subsequent data traceability and retrieval. Attached Figure Description

[0014] To more clearly illustrate the technical solutions in the embodiments of this application or the prior art, the drawings used in the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments recorded in this invention. For those skilled in the art, other drawings can be obtained based on these drawings.

[0015] Figure 1 This is a system block diagram of the present invention. Detailed Implementation

[0016] To make the objectives, technical solutions, and advantages of the embodiments of the present invention clearer, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0017] Example 1, please refer to Figure 1 As shown in this embodiment, a fully digitalized production system for the entire rubber production process includes: The order confirmation module is used to confirm order information, produce rubber according to the production process based on the order information, and track the rubber production process based on the production process. The storage management module, connected to the order confirmation module, is used to collect rubber production information based on the production process and store it in the information stack. The information stack includes information channels and an information database, and rubber production information is accessed and managed through the information stack. The analysis module, connected to the storage management module, is used to judge rubber production information according to standard information, mark rubber production information that does not meet the standard information, issue warnings, and trace the source to locate the problematic process.

[0018] It should be noted that multiple authorized network ports can access the database simultaneously through the information channel. The rubber production information provided by the database is all within the access area. Each authorized network port accesses the rubber production information of its corresponding tag. When a large number of network ports access the database, the system can identify the authorized network ports, prepare to provide data, and distinguish between authorized and unauthorized network ports. This ensures the security of data access for authorized network ports and prevents unauthorized and authorized network ports from being confused and accessing rubber production information together. This guarantees the security of rubber production information storage and access, and facilitates subsequent data traceability and retrieval.

[0019] In one embodiment, the order confirmation module includes: The production scheduling unit receives sales orders, breaks them down into production tasks, and intelligently schedules production based on capacity, equipment status, and raw material inventory. It then generates production work orders, formula sheets, and work instructions for each work section as order information, which is then distributed online and offline to the terminals in each workshop. The production tracking unit is used to produce rubber according to the order information in accordance with the production process and to track the rubber production process.

[0020] It should be noted that after receiving a sales order, the system automatically breaks down the production task, intelligently schedules production based on capacity, equipment status, and raw material inventory, and generates production work orders, formula sheets, and work instructions for each section. These are then distributed online to the terminals in each workshop. The entire process of order confirmation includes: raw material warehousing, internal mixing, compounding, calendering, extrusion, molding, vulcanization, quality inspection, finished product warehousing, and delivery. The system arranges the order according to the process and continuously tracks the entire rubber production process. This tracking involves connecting the equipment corresponding to each production process to the platform for subsequent real-time data collection.

[0021] In one embodiment, the storage management module includes: The data collection unit is used to collect rubber production information according to the production process and upload the rubber production information to the platform. The information storage unit is used to store rubber production information in the information database within the platform, and assigns a unique tag to each order information for the rubber production information. The network port accesses the rubber production information through the information stack.

[0022] In one embodiment, the information storage unit includes: The setting unit is used to set up the information database and information channel in the platform, set up the docking segment and the capture segment for the corresponding information channel, and set the access port and the exit port of the information channel. The docking segment is located in the front end of the information channel access, and the capture segment is located in the back end of the information channel access. Multiple separation factors are set in the information channel. The recording unit is used to record the authorized network ports for both the docking segment and the capture segment in the corresponding information channel, set a connection point between the docking segment and the information database, and set an access area between the capture segment and the information database. The access management unit is used to determine the network port's access status when it enters the information channel through the access port (access end). If the network port is unauthorized, it will not be connected; if it is authorized, it will be connected, and the authorized network port's tag will be obtained. The tag will then be provided to the information database through the connection point via the connection segment. The information database will obtain the corresponding target rubber production information based on the tag and provide the target rubber production information to the access area. The authorized network port will continue to access the information channel. When it reaches the capture segment, the capture segment will capture the target rubber production information and provide it to the authorized network port, thus completing the information stack's access management of rubber production information.

[0023] In one embodiment, the setting unit includes: The channel setting unit is used to set up the information channel connecting the access port and the outlet in the platform; The deployment unit is used to select a preset segment of the information channel at a location near the access port, and deploy multiple docking points for the preset segment of the information channel. The multiple docking points are interconnected to obtain the docking segment. The first connection unit is used to select a preset segment of information channel at the end of the information channel near the outlet, and deploy multiple capture points corresponding to the preset segment of information channel. The multiple capture points are not connected to each other. Each capture point consists of a trigger point and an access point. The trigger point and the access point are connected (connected but cannot be used as access, the connection between them is a trigger connection) to obtain the capture segment. The second connection unit is used to connect the multiple separation factors set in the information channel to the access port and the trigger point respectively.

[0024] In one embodiment, the recording unit includes: The first docking unit is used to record the authorized network port through all docking points in the docking segment, and connect all docking points in the docking segment to the connection point. When the docking segment is not docked to the authorized network port, the connection between all docking points and the connection point is disconnected. The second docking unit is used to record the authorized network port by capturing all the trigger points in the segment. When the trigger point is not connected to the authorized network port through the separation factor, the connection between the trigger point and the corresponding access point is disconnected, and the access point is connected to the access area.

[0025] In one embodiment, the access management unit includes: The first access analysis unit is used to select any docking point to disconnect from other docking points and dock with the network port when a network port accesses the information channel through the access port. If the network port is an unauthorized network port, the docking point is docked with any separation factor in the capture segment to guide the unauthorized network port to the separation factor and continue accessing in the information channel. After that, the docking point is reconnected to other docking points in the docking segment. The second access analysis unit is used to obtain the tag of the authorized network port if the network port is an authorized network port, connect the docking point to any separation factor in the docking segment, guide the authorized network port to the separation factor, continue access in the information channel, then reconnect the docking point to other docking points in the docking segment, provide the tag to the connection point through the docking point, then disconnect the connection point from the docking point, then open the connection between the connection point and the information database, provide the tag to the information database, the information database provides the rubber production information corresponding to the tag to the access area, and then immediately disconnect the connection between the access area and the information database. The information acquisition unit is used to determine the authorized network port and its corresponding tag by connecting the network port to the separation factor it is currently accessing through the trigger point when the authorized network port accesses the capture segment through the separation factor. The access point is triggered through the trigger point, and the access point is connected to the access port. The authorized network port is directly connected to the access point through the access port, and the authorized network port obtains the rubber production information in the access area through the access point.

[0026] It should be noted that rubber is produced and processed in an orderly manner according to order information, and real-time rubber production information is uploaded to the platform for storage. In the information database of the platform, a unique tag is assigned to the rubber production information of each order, and the network port accesses the rubber production information through the information stack. This information stack includes an information channel and an information database. When a network port accesses rubber production information in the database, the network port accesses the information channel through an access port, which is a cloud server. At the other end of the information channel, at the discharge outlet, is also a cloud server. The access port and the discharge outlet are connected via the information channel. Multiple connection points are pre-deployed near the access port on the information channel; these connection points are servers. These connection points are interconnected, and all connection points are connected to the information database. Multiple capture points are deployed on a pre-determined section of the information channel near the discharge outlet. The trigger point is a virtual machine, and the access point is a server. The virtual machine connects to the server but does not transmit information; it serves as a connection trigger. The trigger point and the access point act as capture points, and the access point connects to the information database through an access area. Multiple separation factors are set in the information channel. These separation factors are virtual machines, connected to the connection points and the trigger points. The separation factors act as connection nodes for the network port to access the information channel. Through the separation factors, the network port can access the information channel until it passes through the discharge outlet, but it can never directly access the information database. All access ports must access the information channel through the access port when accessing the information database. This is the only way to access the information database. When a network port accesses the information channel through the access port, an arbitrary docking point is selected to disconnect from other docking points and dock with the network port. If multiple network ports access the information channel through the access port simultaneously, multiple docking points are selected to disconnect from other docking points and dock with the network ports one-to-one. The docking point analyzes whether the network port is an authorized network port. If the network port is an unauthorized network port, the docking point is docked with any separation factor in the capture segment to guide the unauthorized network port to the separation factor and continue accessing in the information channel. The docking point does not perform any further interpretation on the unauthorized network port. When the unauthorized network port continues to access in the information channel, the docking point is disconnected from the separation factor, and then the docking point is reconnected to other docking points in the docking segment.If the network port is an authorized network port, obtain the tag for the authorized network port. When the authorized network port accesses through the access port, it needs to determine the information to be accessed and obtain the corresponding tag. After obtaining the tag, connect the docking point to any separation factor in the docking segment, guide the authorized network port to the separation factor, and continue accessing in the information channel. Then, reconnect the docking point to other docking points in the docking segment, and provide the tag to the connection point through the docking point. Then, disconnect the connection point from the docking point, and then open the connection between the connection point and the information database, and provide the tag to the information database through the connection point. The information database provides the rubber production information corresponding to the tag to the access area, and then immediately disconnects the connection between the access area and the information database. When the authorized network port accesses the capture segment through the separation factor, connect the network port to the separation factor currently accessed by the network port through the trigger point to determine the authorized network port and the corresponding tag. Here, different trigger points are used to connect all network ports connected to the current separation factors to determine the authorized network port and the corresponding tag. The authorized network port is found from among them. The trigger point stores the authorized network port. The access point is triggered through the trigger point, which is used as a trigger. For information transmission, the access point is only triggered when the trigger point is an authorized network port; otherwise, it is not triggered. The access point is connected to the access port, and the access port directly connects the authorized network port to the access point. The authorized network port obtains rubber production information in the access area through the access point. The authorized network port accesses the access area through the access point, disconnecting from the information channel. This distinguishes authorized network ports from unauthorized network ports. Unauthorized network ports cannot disconnect from the information channel and can never access the information database or the access area. Multiple authorized network ports can access simultaneously. The rubber production information provided by the information database is all within the access area. Multiple authorized network ports access the rubber production information of their respective tags. When a large number of network ports access the system, the system can identify the authorized network ports, prepare them for providing data, and distinguish between authorized and unauthorized network ports. This ensures the security of data access for authorized network ports and prevents unauthorized and authorized network ports from accessing rubber production information together. This guarantees the security of rubber production information storage and access, and facilitates subsequent data traceability and retrieval.

[0027] In one embodiment, the analysis module includes: The information construction unit is used to establish a standard database, which stores standard thresholds corresponding to different production processes as standard information. The anomaly management unit is used to judge rubber production information according to standard information, mark rubber production information that does not meet the standard information and form an anomaly data ledger, and issue warnings and trace the source of the problem process according to the anomaly data ledger.

[0028] It should be noted that the pre-set standard information for rubber production is entered into the digital system in advance, including standard thresholds for each process of rubber production, such as temperature, pressure, speed, time, material weight, product size, and hardness for rubber mixing, calendering, extrusion, molding, and vulcanization, as well as quality judgment standards. This information is used to establish a standard database. The real-time production information system collects process parameters, equipment operation data, semi-finished product quality data, and production time data for each process, using rubber mixing batches as units. This generates real-time batch production information, which is then matched with the corresponding order information. The automatic compliance system compares the real-time batch production information with the pre-set standard information to determine whether process parameters and production indicators are within the standard allowable range, distinguishing between normal and abnormal production data. Abnormal data is automatically marked and categorized. Production data that does not meet the standard information is marked as abnormal, with the abnormal type, abnormal value, abnormal occurrence time, and corresponding production batch number, forming an abnormal data ledger. A multi-level audio-visual pop-up warning system highlights abnormal information in pop-up windows on workshop terminals and central control panels, simultaneously issuing audio-visual warnings to prompt on-site operators and managers to intervene and adjust processes in a timely manner. It binds to the batch traceability chain, retrieving the entire process flow data of the abnormal batch, linking it to all historical parameters, operators, and equipment numbers for all processes from raw material batching, mixing, calendering, extrusion, molding to vulcanization. The system automatically traces and locates the problematic process, comparing the fluctuation range and parameter deviation degree of each process, and combining process coupling logic to automatically determine the source of the deviation, accurately locating the specific process, equipment, and operating team causing the problem. The system generates and archives anomaly traceability reports, recording the cause of the anomaly, deviation fluctuations, located process, and rectification suggestions, completing the closed-loop archiving of abnormal data for subsequent process optimization.

[0029] The above description is merely a specific embodiment of this application, but the scope of protection of this application is not limited thereto. Any variations or substitutions that can be easily conceived by those skilled in the art within the scope of the technology disclosed in this application should be included within the scope of protection of this application. Therefore, the scope of protection of this application should be determined by the scope of the claims.

Claims

1. A fully digitalized production system for the entire rubber production process, characterized in that, include: The order confirmation module is used to confirm order information, produce rubber according to the production process based on the order information, and track the rubber production process based on the production process. The storage management module, connected to the order confirmation module, is used to collect rubber production information based on the production process and store it in the information stack. The information stack includes information channels and an information database, and rubber production information is accessed and managed through the information stack. The analysis module, connected to the storage management module, is used to judge rubber production information according to standard information, mark rubber production information that does not meet the standard information, issue warnings, and trace the source to locate the problematic process.

2. The fully digitalized rubber production system according to claim 1, characterized in that, The order confirmation module includes: The production scheduling unit receives sales orders, breaks them down into production tasks, and intelligently schedules production based on capacity, equipment status, and raw material inventory. It then generates production work orders, formula sheets, and work instructions for each work section as order information, which is then distributed online and offline to the terminals in each workshop. The production tracking unit is used to produce rubber according to the order information in accordance with the production process and to track the rubber production process.

3. The digital production system for the entire rubber production process according to claim 1, characterized in that, The storage management module includes: The data collection unit is used to collect rubber production information according to the production process and upload the rubber production information to the platform. The information storage unit is used to store rubber production information in the information database within the platform, and assigns a unique tag to each order information for the rubber production information. The network port accesses the rubber production information through the information stack.

4. The fully digitalized rubber production system according to claim 3, characterized in that, The information storage unit includes: The setting unit is used to set up the information database and information channel in the platform, set up the docking segment and the capture segment for the corresponding information channel, and set the access port and the exit port of the information channel. The docking segment is located in the front end of the information channel access, and the capture segment is located in the back end of the information channel access. Multiple separation factors are set in the information channel. The recording unit is used to record the authorized network ports for both the docking segment and the capture segment in the corresponding information channel, set a connection point between the docking segment and the information database, and set an access area between the capture segment and the information database. The access management unit is used to determine the network port's access status when it enters the information channel through the access port. If the network port is unauthorized, it will not be connected; if it is authorized, it will be connected, and the authorized network port's tag will be obtained. The tag will then be provided to the information database through the connection point via the connection segment. The information database will obtain the corresponding target rubber production information based on the tag and provide the target rubber production information to the access area. The authorized network port will continue to access the information channel. When it reaches the capture segment, the capture segment will capture the target rubber production information and provide it to the authorized network port, thus completing the information stack's access management of rubber production information.

5. The fully digitalized rubber production system according to claim 4, characterized in that, The setting unit includes: The channel setting unit is used to set up the information channel connecting the access port and the outlet in the platform; The deployment unit is used to select a preset segment of the information channel at a location near the access port, and deploy multiple docking points for the preset segment of the information channel. The multiple docking points are interconnected to obtain the docking segment. The first connection unit is used to select a preset segment of information channel at the end of the information channel near the outlet, and deploy multiple capture points corresponding to the preset segment of information channel. The multiple capture points are not connected to each other. Each capture point consists of a trigger point and an access point. The trigger point and the access point are connected to obtain the capture segment. The second connection unit is used to connect the multiple separation factors set in the information channel to the access port and the trigger point respectively.

6. The fully digitalized rubber production system according to claim 5, characterized in that, The recording unit includes: The first docking unit is used to record the authorized network port through all docking points in the docking segment, and connect all docking points in the docking segment to the connection point. When the docking segment is not docked to the authorized network port, the connection between all docking points and the connection point is disconnected. The second docking unit is used to record the authorized network port by capturing all the trigger points in the segment. When the trigger point is not connected to the authorized network port through the separation factor, the connection between the trigger point and the corresponding access point is disconnected, and the access point is connected to the access area.

7. The fully digitalized rubber production system according to claim 6, characterized in that, The access management unit includes: The first access analysis unit is used to select any docking point to disconnect from other docking points and dock with the network port when a network port accesses the information channel through the access port. If the network port is an unauthorized network port, the docking point is docked with any separation factor in the capture segment to guide the unauthorized network port to the separation factor and continue accessing in the information channel. After that, the docking point is reconnected to other docking points in the docking segment. The second access analysis unit is used to obtain the tag of the authorized network port if the network port is an authorized network port, connect the docking point to any separation factor in the docking segment, guide the authorized network port to the separation factor, continue access in the information channel, then reconnect the docking point to other docking points in the docking segment, provide the tag to the connection point through the docking point, then disconnect the connection point from the docking point, then open the connection between the connection point and the information database, provide the tag to the information database, the information database provides the rubber production information corresponding to the tag to the access area, and then immediately disconnect the connection between the access area and the information database. The information acquisition unit is used to determine the authorized network port and its corresponding tag by connecting the network port to the separation factor it is currently accessing through the trigger point when the authorized network port accesses the capture segment through the separation factor. The access point is triggered through the trigger point, and the access point is connected to the access port. The authorized network port is directly connected to the access point through the access port, and the authorized network port obtains the rubber production information in the access area through the access point.

8. The fully digitalized production system for rubber production according to claim 1, characterized in that, The analysis module includes: The information construction unit is used to establish a standard database, which stores standard thresholds corresponding to different production processes as standard information. The anomaly management unit is used to judge rubber production information according to standard information, mark rubber production information that does not meet the standard information and form an anomaly data ledger, and issue warnings and trace the source of the problem process according to the anomaly data ledger.

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