Phosphorite birth information management method and phosphorite birth information management system

Abstract

The invention relates to the technical field of data processing, in particular to a phosphorite birth information management method and a phosphorite birth information management system.The phosphorite birth information management method is applied to the phosphorite birth information management system comprising an acquisition module, a distribution module, a feedback module and a receiving terminal; the acquisition module acquires phosphorite birth information and performs primary processing, the distribution module receives the information processed by the acquisition module and distributes the information to the receiving terminal according to a preset distribution rule, the receiving terminal verifies the received information and feeds back the verified information and results to the feedback module, and the feedback module generates a feedback report according to the phosphorite birth information and the verification results. According to the invention, automatic collection, distribution, verification and feedback of phosphorite birth information are realized, and the efficiency and accuracy of information management are improved.

Description

Technical Field

[0001] This application relates to the field of data processing technology, and in particular to a method and system for managing phosphate mine birth information. Background Technology

[0002] Phosphate rock, as an important mineral resource, has wide and crucial applications in many fields such as agriculture and chemicals. Accurate, comprehensive, and timely access to phosphate rock's origin information is essential throughout the entire business process, from mining to subsequent processing and sales. This origin information encompasses numerous core elements, not only relating to the quality assessment and traceability of phosphate rock products, but also playing a decisive role in optimizing and controlling production processes, making market transaction decisions, and effectively implementing industry supervision.

[0003] In the traditional phosphate mine information management model, information collection mainly relies on manual recording. This method is not only inefficient but also prone to human error and negligence, leading to incomplete or inaccurate information. Furthermore, the transfer of phosphate mine information between different stages often relies on paper documents, which are easily damaged or lost during transmission and are slow, failing to meet the needs of real-time information sharing. This results in the inability to achieve comprehensive and accurate management of phosphate mine origin information within the phosphate mining industry. Summary of the Invention

[0004] To overcome the shortcomings of existing technologies, this invention provides a method and system for managing phosphate mine birth information, enabling comprehensive and accurate management of phosphate mine birth information.

[0005] The first aspect of this application provides a method for managing phosphate mine birth information, applied to a phosphate mine birth information management system. The phosphate mine birth information management system includes a data acquisition module, a distribution module, a feedback module, and a receiving terminal. The method includes: The acquisition module collects phosphate mine birth information and performs preliminary processing on the phosphate mine birth information; When the distribution module receives the pre-processed phosphate mine birth information transmitted by the acquisition module, it distributes the phosphate mine birth information to the receiving terminal according to the preset distribution rules. When the receiving terminal receives the phosphate mine birth information distributed by the distribution module, it verifies the phosphate mine birth information and feeds back the verified phosphate mine birth information and verification result to the feedback module. The feedback module generates a feedback report based on the phosphate mine origination information and the verification results.

[0006] In an optional implementation, the preliminary processing of the phosphate rock origin information includes: The phosphate mine origin information is preprocessed; Construct a semantic ontology for the domain of phosphate mine birth information, and establish language mapping rules based on the semantic ontology; The phosphate mine birth information is converted into a unified semantic representation according to the language mapping rules.

[0007] In an optional implementation, the method further includes: Obtain the terminal identifier and terminal type of the receiving terminal; According to the terminal type, the user permission database and the business requirement rule base are queried. The permission database stores the receiving terminal and the corresponding permission level for each user. The business requirement rule base is established according to the business requirements of the receiving terminal and includes the specific requirements of each terminal type for phosphate mine birth information. The distribution rules are determined based on the terminal identifier, the user permission database, and the business requirement rule base.

[0008] In an optional implementation, the verification of the phosphate mine origin information includes: Identify the key data items and source identifiers of the phosphate mine's origin information; An integrity template is constructed based on the key data items, and the integrity of the phosphate mine birth information is verified based on the integrity template. The authenticity of the phosphate mine origin information is verified based on the source identifier.

[0009] In an optional implementation, the phosphate mine birth information management system further includes a risk warning module, and the method further includes: The risk warning module obtains the integrity verification result and the authenticity verification result; When the risk warning module determines that either the integrity verification result or the authenticity verification result is a verification failure, it obtains the verification failure data item and the verification failure reason. The risk warning module generates risk warning signals of different levels based on the verification failure data items and the reasons for verification failure. The risk warning module issues warnings based on the warning method corresponding to the risk warning signal. One level of risk warning signal corresponds to one warning method, and different levels of risk warning signals correspond to different warning methods.

[0010] In an optional implementation, the phosphate mine birth information management system further includes a query platform, and the method further includes: When the query platform receives a quality traceability query request for a target batch of phosphate ore initiated by a user, it retrieves the target phosphate ore birth information and quality inspection information corresponding to the target batch of phosphate ore according to the quality traceability query request. The query platform displays the target phosphate mine's origin information and quality testing information to the user.

[0011] In an optional implementation, the method further includes: The product identification code of the target batch of phosphate ore is determined based on the birth information of the target phosphate ore. A phosphate mine birth certificate for the target batch of phosphate mine is generated based on the product identification code and the birth information of the target phosphate mine.

[0012] A second aspect of this application provides a phosphate mine birth information management system, the system comprising: The acquisition module is used to acquire phosphate mine birth information and perform preliminary processing on the phosphate mine birth information; The distribution module is used to distribute the pre-processed phosphate mine birth information to the receiving terminal according to a preset distribution rule when it receives the phosphate mine birth information transmitted by the acquisition module. The receiving terminal is used to verify the phosphate mine birth information when it receives the phosphate mine birth information distributed by the distribution module, and to feed back the verified phosphate mine birth information and verification result to the feedback module. The feedback module is used to generate a feedback report based on the phosphate mine origination information and the verification results.

[0013] In an optional implementation, the acquisition module is further configured to: The phosphate mine origin information is preprocessed; Construct a semantic ontology for the domain of phosphate mine birth information, and establish language mapping rules based on the semantic ontology; The phosphate mine birth information is converted into a unified semantic representation according to the language mapping rules.

[0014] In an optional implementation, the receiving terminal is further configured to: Identify the key data items and source identifiers of the phosphate mine's origin information; An integrity template is constructed based on the key data items, and the integrity of the phosphate mine birth information is verified based on the integrity template. The authenticity of the phosphate mine origin information is verified based on the source identifier.

[0015] In summary, the phosphate mine birth information management method and phosphate mine birth information management system provided in this application have at least one of the following beneficial effects: 1. The phosphate mine birth information management method is applied to the phosphate mine birth information management system, which includes a data acquisition module. This module collects phosphate mine birth information and performs preliminary processing. Using this module for information collection and processing avoids the inefficiency, human error, and negligence inherent in manual operations, ensuring the completeness and accuracy of the recorded information.

[0016] 2. The phosphate mine birth information, after preliminary processing by the acquisition module, is transmitted to the distribution module. The distribution module distributes the information to the receiving terminal according to the preset distribution rules. This is done electronically, which avoids the problems of damage and loss that are easily caused by paper documents. Moreover, electronic transmission is much faster than paper document transmission, which can meet the needs of real-time information sharing.

[0017] 3. After receiving the information, the receiving terminal verifies the phosphate mine birth information and feeds back the verified information and verification results to the feedback module. The feedback module generates a feedback report based on this information. The entire information flow process is carried out electronically within the system, which further ensures the timely transmission and effective management of information and solves the problem that the traditional model cannot meet the phosphate mining industry's need for comprehensive and accurate management of phosphate mine birth information. Attached Figure Description

[0018] Figure 1 This is a schematic diagram of the structure of a phosphate mine birth information management system shown in an embodiment of this application; Figure 2 This is an interactive schematic diagram illustrating a method for managing phosphate mine birth information according to an embodiment of this application.

[0019] Explanation of reference numerals in the attached figures 1. Phosphate Mine Birth Information Management System; 10. Data Acquisition Module; 20. Distribution Module; 30. Feedback Module; 40. Receiving Terminal; 50. Risk Warning Module; 60. Query Platform. Detailed Implementation

[0020] The present invention will be further described below with reference to the accompanying drawings and embodiments.

[0021] The following will clearly and completely describe the concept, specific structure, and technical effects of the present invention in conjunction with embodiments and accompanying drawings, so as to fully understand the purpose, features, and effects of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, not all of them. Other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative effort are all within the scope of protection of the present invention. Furthermore, all connections / linkages involved in the patent do not simply refer to direct contact between components, but rather to the ability to form a better connection structure by adding or reducing connecting accessories according to specific implementation conditions. The various technical features in this invention can be combined interactively without contradicting each other.

[0022] Reference Figure 1 The diagram shown is a structural schematic of a phosphate mine birth information management system according to an embodiment of this application. The phosphate mine birth information management system 1 includes a data acquisition module 10, a distribution module 20, a feedback module 30, and a receiving terminal 40. The data acquisition module 10, the distribution module 20, the feedback module 30, and the receiving terminal 40 are all communicatively connected to each other.

[0023] In some embodiments, the acquisition module 10 may include a sequence of multiple types of sensors, a data transmission device, and a data storage device. The sequence of multiple types of sensors includes mining information sensors, chemical composition information sensors, and basic information sensors. The mining information sensors include time recording sensors, positioning sensors, equipment operating parameter sensors, and mining volume sensors. The time recording sensor uses a high-precision clock chip, which can accurately record the start and end times of phosphate mining with millisecond-level accuracy, ensuring accurate acquisition of mining time information. For example, at the moment the mining equipment starts and stops, the sensor can capture and record the time point in time, providing basic data for subsequent analysis of mining efficiency, equipment operating time, etc. The positioning sensor uses the Global Positioning System (GPS) or the BeiDou Satellite Navigation System to obtain the geographical coordinates of the mining equipment in real time, with positioning accuracy at the meter level or even higher. By installing positioning sensors on the mining equipment, the mining location of the phosphate mine can be accurately recorded, and the movement trajectory of the equipment can be tracked in real time to understand the scope and dynamics of the mining operation. The equipment operating parameter sensors include vibration sensors, temperature sensors, and pressure sensors, etc. The vibration sensors are installed in key parts of the mining equipment, such as the engine and drive shaft, to detect vibration. By analyzing the vibration frequency and amplitude, the operating status of the equipment can be determined, and potential faults can be identified. For example, when the vibration frequency exceeds the normal range, it may indicate wear or loosening of a component. The temperature sensors monitor the temperature of various components of the mining equipment, such as engine temperature and hydraulic system temperature. Excessive temperature may lead to decreased equipment performance or even damage. The temperature sensors can provide timely temperature feedback so that operators can take appropriate measures, such as stopping the machine for cooling or adjusting operating parameters. The pressure sensors measure pressure parameters during the mining process, such as hydraulic system pressure and blasting pressure. Accurate pressure data helps control the mining process and ensures safe and efficient mining operations. The mining quantity sensors may include belt scales and lidar rangefinders. By installing the belt scale on the phosphate ore conveyor belt, the weight and conveying speed of the material on the belt are measured to calculate the mining quantity. The lidar rangefinder, by emitting a laser beam and measuring the reflection time, calculates the volume of the ore pile, and then, combined with the density of the phosphate ore, estimates the mining quantity.The chemical composition information sensor includes an X-ray fluorescence spectrometer (XRF), a near-infrared spectrometer, and a chemical stability detection sensor. The XRF spectrometer uses X-rays to excite elements in the phosphate rock sample, causing them to produce characteristic fluorescent rays. By detecting the energy and intensity of the fluorescence, the type and content of phosphorus and other associated elements in the phosphate rock can be rapidly analyzed. The near-infrared spectrometer measures the absorption characteristics of near-infrared light in the phosphate rock to analyze its chemical composition information, such as the content of moisture and organic matter. The chemical stability detection sensor uses electrochemical or optical methods to monitor changes in the chemical composition of the phosphate rock over a certain period of time and assess its chemical stability indicators. For example, by measuring parameters such as the conductivity and pH value of the phosphate rock solution, the stability of its chemical composition can be analyzed. The basic information sensors include a 3D laser scanner and a ground-penetrating radar. The 3D laser scanner emits a laser beam and receives reflected signals to acquire 3D point cloud data of the phosphate ore body. By using specialized software to process and analyze the point cloud data, a 3D model of the ore body can be reconstructed, and basic information such as the scale and shape of the ore body can be accurately obtained. The ground-penetrating radar uses the propagation characteristics of high-frequency electromagnetic waves in underground media to detect information such as the burial depth, thickness, and boundaries of the phosphate ore body.

[0024] In some embodiments, the data transmission device includes a wireless communication device and a wired communication device. The wireless communication device may include a 4G / 5G module, a Wi-Fi module, a LoRa module, etc., for transmitting the phosphate mine birth information collected by the sensor to the data storage device in real time. The wired communication device may include an Ethernet switch, a fiber optic transceiver, etc., for establishing a wired network connection within the mining area to achieve reliable data transmission.

[0025] In some embodiments, the data storage device may include a local storage device and an industrial-grade storage server. The local storage device, such as a solid-state drive (SSD) or external hard drive, is used for temporary storage of raw data collected by sensors. During data transmission, if a network failure or interruption occurs, the local storage device ensures that the data is not lost and is uploaded to the cloud server only after the network is restored. The industrial-grade storage server is located in the data center or monitoring center of the mining area and is used for long-term storage and management of phosphate mine origin information. Simultaneously, the storage server can also employ a redundant design, such as RAID technology, to improve data security and reliability.

[0026] In some embodiments, the acquisition module 10 may further include a processor. When acquiring phosphate mine birth information from multiple sensor data, the processor can utilize multi-sensor fusion technology to integrate and calibrate data acquired from different types of sensors to improve the accuracy and completeness of the acquired information. Simultaneously, edge computing technology is employed to perform preliminary processing on the acquired raw data at the data acquisition end, filtering out invalid and noisy data and retaining only valid data to obtain preliminary processed phosphate mine birth information. The phosphate mine birth information may include, but is not limited to: phosphate mine mining information, phosphate mine chemical composition information, and phosphate mine basic information. The phosphate mine mining information includes mining location, mining time, mining personnel, and mineral tonnage; the phosphate mine chemical composition information includes phosphate mineral density, phosphorus content, magnesium content, calcium content, fluorine content, rare earth content, and organic matter content; the phosphate mine basic information includes the geographical coordinates of the phosphate mine, ore body size, ore body morphology, and logistics information.

[0027] The distribution module 20, upon receiving the pre-processed phosphate mine birth information transmitted by the acquisition module 10, distributes the phosphate mine birth information to the receiving terminal 40 according to a preset distribution rule. Simultaneously, during the distribution process, encrypted transmission technology is employed to ensure the security and confidentiality of the information during transmission, preventing information leakage and tampering.

[0028] The receiving terminal 40 is used to verify the phosphate mine birth information when it receives the phosphate mine birth information distributed by the distribution module 20, and to feed back the verified phosphate mine birth information and verification result to the feedback module 30.

[0029] The feedback module 30 is used to generate a feedback report based on the phosphate mine origination information and the verification results.

[0030] After the receiving terminal 40 sends the verified phosphate mine birth information and verification results back to the feedback module 30, the feedback module 30 summarizes and analyzes the feedback information and generates a feedback report. At the same time, based on the improvement suggestions in the feedback report, the acquisition strategy of the acquisition module 10 and the distribution rules of the distribution module 20 are dynamically adjusted and optimized to improve the performance and efficiency of the entire phosphate mine birth information management system.

[0031] In some embodiments, the phosphate mine birth information management system 1 may further include a risk warning module 50 and a query platform 60.

[0032] The risk warning module 50 is used to acquire integrity verification results and authenticity verification results; when it is determined that either the integrity verification result or the authenticity verification result is a verification failure, it acquires the verification failure data item and the verification failure reason; it generates risk warning signals of different levels based on the verification failure data item and the verification failure reason; and it issues a warning according to the warning method corresponding to the risk warning signal, wherein one level of risk warning signal corresponds to one warning method, and different levels of risk warning signals correspond to different warning methods.

[0033] The query platform 60 is used to retrieve the target phosphate mine birth information and quality inspection information corresponding to the target batch of phosphate mine according to the quality traceability query request when it receives a quality traceability query request initiated by a user; and to display the target phosphate mine birth information and quality inspection information to the user.

[0034] Reference Figure 2 As shown in the figure, this application embodiment illustrates an interactive schematic diagram of a phosphate mine birth information management method, which includes the following steps.

[0035] S21, Collect phosphate mine birth information and perform preliminary processing on the phosphate mine birth information.

[0036] The acquisition module collects phosphate mine origin information from different data sources. This phosphate mine origin information may include, but is not limited to, phosphate mine mining information, phosphate mine chemical composition information, and phosphate mine basic information. The phosphate mine mining information includes mining location, mining time, mining personnel, and mineral tonnage; the phosphate mine chemical composition information includes phosphate mine mineral density, phosphorus content, magnesium content, calcium content, fluorine content, rare earth content, and organic matter content; the phosphate mine basic information includes the geographical coordinates of the phosphate mine, ore body size, ore body morphology, and logistics information. Specifically, the acquisition can be performed using a multi-type sensor sequence through the acquisition module, following the same implementation method described above. The acquired phosphate mine origin information can then undergo preliminary processing.

[0037] In an optional implementation, the preliminary processing of the phosphate rock origin information includes: The phosphate mine origin information is preprocessed; Construct a semantic ontology for the domain of phosphate mine birth information, and establish language mapping rules based on the semantic ontology; The phosphate mine birth information is converted into a unified semantic representation according to the language mapping rules.

[0038] In some embodiments, when the acquisition module acquires phosphate mine birth information, it first preprocesses the phosphate mine birth information. Since the phosphate mine birth information comes from various types of sensors and data sources (such as mining equipment sensors, chemical composition analysis instruments, geographic information systems, etc.), after preprocessing, the acquisition module can perform multi-source heterogeneous data fusion based on semantic ontology data fusion technology.

[0039] During preprocessing, the system checks for missing values. If missing values ​​are found, intelligent imputation is performed using machine learning-based interpolation algorithms, such as random forest algorithms, based on similar data from different time points within the same phosphate mine or from other phosphate mines in the same region. The system also checks for outliers. If outliers are found, a weighted average correction algorithm is used to correct them, considering the trends of adjacent data points and relevant physical laws (such as the reasonable fluctuation range of phosphate mine chemical composition), ensuring data accuracy and reliability. Specifically, the acquisition module can set a dynamic threshold range, which is dynamically adjusted based on the characteristics of phosphate mine data from different time periods and mining areas. When any data point in the acquired phosphate mine origin information exceeds the threshold range, an outlier is identified.

[0040] When performing multi-source heterogeneous data fusion, a semantic ontology for the phosphate mine origin information domain is first constructed to clarify the semantic relationships and conceptual levels of data from different data sources. Then, semantic mapping is used to convert data from different data sources into a unified semantic representation, achieving semantic fusion. Specifically, based on expert opinions from multiple fields such as phosphate mining, geology, and information technology, or publicly available materials, the various concepts, attributes, and relationships between information involved in phosphate mine origin information are clarified. Starting from multiple dimensions such as mining equipment operating parameters (e.g., equipment model, operating time, power), phosphate ore chemical composition information (e.g., phosphorus content, impurity types and contents), and geospatial information (e.g., mine location, ore layer distribution, mining depth), a hierarchical and logically rigorous semantic ontology for the phosphate mine origin information domain is constructed. This domain semantic ontology clarifies the semantic relationships and conceptual levels of data from different data sources; for example, it clearly defines the relationship between "mining equipment" and "operating parameters," and the inclusion relationship between "phosphate ore" and "chemical composition." Next, based on the characteristics of data from different data sources (such as sensors from mining equipment, chemical composition analyzers, and geographic information systems), the correspondence between data items and concepts and attributes in the semantic ontology is analyzed. This allows for the determination of semantic mapping rules, accurately mapping data items from each data source to the corresponding concepts and attributes in the semantic ontology. For example, the "equipment number" data item collected by mining equipment sensors is mapped to the "number" attribute of the "mining equipment" concept in the semantic ontology; the "phosphorus content" data item measured by chemical composition analyzers is mapped to the "phosphorus content" attribute of the "phosphate rock chemical composition" concept in the semantic ontology; and spatial coordinate data from the geographic information system is mapped to the "mine location" concept in the semantic ontology. Once the semantic mapping rules are determined, the acquisition module can convert data from different data sources into a unified semantic representation. During the conversion process, semantic verification and consistency checks are performed on the data to ensure that the converted data conforms to the specifications and requirements of the semantic ontology. For example, it checks whether the value range of data items is within the reasonable range defined in the semantic ontology and whether the relationships between data conform to the logical rules defined in the semantic ontology. For data with semantic conflicts or inconsistencies, processing is carried out according to the priority rules of semantic ontology and conflict resolution strategies, such as taking data from authoritative data sources as the standard or using weighted averaging and other methods for comprehensive processing, ultimately achieving semantic fusion of data from different data sources and generating fused data with a unified semantic representation.

[0041] In other embodiments, the acquisition module can also use data conversion middleware to convert data of various formats (such as XML, JSON, CSV, etc.) into a unified standard data format within the system, including unified data field naming rules, data type definitions and data precision requirements, to ensure that data from different data sources can be seamlessly integrated and interacted within the system.

[0042] Through the above optional implementation methods, by constructing a specialized semantic ontology for the phosphate mine birth information domain, and by accurately defining the semantics of the data from a professional domain perspective, semantic differences can be effectively eliminated, providing a solid guarantee for accurate data fusion and improving the accuracy and reliability of data fusion. By analyzing the data characteristics of different data sources and formulating semantic mapping rules, the universality and adaptability of data fusion are improved. By performing fusion through semantic mapping rules, the semantic consistency and accuracy of the fused data are ensured, thereby improving the quality and usability of data fusion.

[0043] S22, when the pre-processed phosphate mine birth information is received from the acquisition module, the phosphate mine birth information is distributed to the receiving terminal according to the preset distribution rules; In some embodiments, the block-segmentation module acquires preset distribution rules. Upon receiving an information request instruction from the receiving terminal, or according to a preset time period and the distribution rules, it distributes the phosphate mine birth information to the receiving terminal. During information distribution, the distribution module can also encrypt the phosphate mine birth information using national cryptographic algorithms (such as SM2, SM3, SM4) or internationally recognized high-strength encryption algorithms (such as AES, RSA) to generate ciphertext data. Simultaneously, the encrypted data is encapsulated into data packets conforming to a secure transmission protocol and transmitted through a secure channel established with the receiving terminal. At the receiving terminal, the received data packets can be decrypted and verified to ensure the security and confidentiality of the information during transmission, preventing information leakage and tampering.

[0044] In an optional implementation, the method further includes: Obtain the terminal identifier and terminal type of the receiving terminal; According to the terminal type, the user permission database and the business requirement rule base are queried. The permission database stores the receiving terminal and the corresponding permission level for each user. The business requirement rule base is established according to the business requirements of the receiving terminal and includes the specific requirements of each terminal type for phosphate mine birth information. The distribution rules are determined based on the terminal identifier, the user permission database, and the business requirement rule base.

[0045] When a receiving terminal needs to obtain information about the origin of a phosphate mine, it obtains the terminal identifier and terminal type. The terminal identifier is a unique code pre-assigned to different types of receiving terminals. By querying a pre-stored terminal identifier-type correspondence table in the terminal information database, the type of the current receiving terminal is determined, such as research institution, production management, or marketing and sales.

[0046] Based on the determined terminal type of the receiving terminal, the user permission database can be queried. This database stores the receiving terminal corresponding to each user and their assigned permission level (high, medium, low). By comparing the current receiving terminal with the records in the user permission database, it verifies whether the user accessing the receiving terminal has the permission to obtain the current phosphate mine birth information. If the user's permission level meets the requirements, the process proceeds to the next step; otherwise, a permission verification failure message is recorded, and the information distribution process is terminated. Simultaneously, the business requirement rule base for the receiving terminal can be queried. This rule base is established based on the business requirements of the receiving terminal, which are determined according to the terminal type. The specific requirements for phosphate mine birth information for various receiving terminals can be determined through the business requirement rule base. For example, the business requirement rules of research institutions explicitly state their focus on the chemical composition information and mining technology innovation information of phosphate mines; the business requirement rules of production management departments focus on real-time information such as mining progress and equipment operating status. By matching and analyzing the received phosphate mine birth information with the business requirement rules, phosphate mine birth information that meets the current receiving terminal's business requirements is filtered out.

[0047] Through the aforementioned optional implementation methods, by combining identifiers with type mapping tables, the type of receiving terminal can be quickly and accurately identified, improving the accuracy and efficiency of information distribution. By constructing a fine-grained user permission management system, user permissions are closely linked to receiving terminals, enabling precise control over different users' access to phosphate mine origin information, effectively ensuring information security and preventing sensitive information from being leaked to unauthorized users. By establishing a mapping between business requirements and phosphate mine origin information, standardized and regulated management of receiving terminal business requirements is achieved. During information distribution, information that meets business requirements can be quickly and accurately filtered out, improving the targeting and effectiveness of information distribution, avoiding the receiving terminal acquiring a large amount of irrelevant information, and improving information processing efficiency.

[0048] In some embodiments, the feedback module can also monitor the entire information distribution process of the distribution module in real time, acquire and record various status information during the distribution process. If an abnormal situation is determined to occur during the distribution process, such as network interruption or no response from the receiving terminal, the abnormal situation is acquired.

[0049] S23, when receiving the phosphate mine birth information distributed by the distribution module, verify the phosphate mine birth information and feed back the verified phosphate mine birth information and verification result to the feedback module.

[0050] In some embodiments, a receiving interface is established between the receiving terminal and the distribution module to ensure timely and accurate receipt of the distributed phosphate mine origin information. The receiving interface can be implemented using WebService, API interface, message queue, or other methods. When the receiving terminal receives the phosphate mine origin information distributed by the distribution module, it needs to perform integrity and authenticity verification on the received information to determine whether the received information is complete and unaltered. If both integrity and authenticity verification results are successful, the phosphate mine origin information can be stored in a local database or cache.

[0051] In an optional implementation, the verification of the phosphate mine origin information includes: Identify the key data items and source identifiers of the phosphate mine's origin information; An integrity template is constructed based on the key data items, and the integrity of the phosphate mine birth information is verified based on the integrity template. The authenticity of the phosphate mine origin information is verified based on the source identifier.

[0052] In some embodiments, the receiving terminal can determine key data items in the phosphate mine birth information based on the core control requirements of the entire phosphate mining process and the critical impact of the data on subsequent production, sales, and quality traceability. These key data items specify the core information elements that must be accurately recorded and controlled throughout the phosphate mine's production and subsequent circulation, ensuring the compliant and efficient operation of the phosphate mining business and the traceability of product quality. These key data items include, but are not limited to, mining time, mining location, mining equipment information, phosphate ore chemical composition, transport vehicle information, transport routes, storage warehouse information, and processing parameters. After determining the key data items, the receiving terminal can construct a complete template containing all key data items of the phosphate mine birth information. This complete template can be organized in a tree structure or table format, clearly displaying the hierarchical relationships and association rules between the key data items. When receiving phosphate mine birth information distributed by the distribution module, the receiving terminal extracts each data item from the received phosphate mine birth information and uses a data matching algorithm to compare each extracted data item with the key data items in the complete template. This data matching algorithm employs at least one of string exact matching, numerical range matching, or regular expression matching. During the comparison process, successfully matched and unmatched data items are recorded. For unmatched data items, their corresponding positions in the integrity template are determined and marked as missing data items. In cases where missing data items exist, the specific name of the missing data item is recorded, and it is determined whether the missing data will affect the processing and application of subsequent information. If it will affect the processing and application of subsequent information, an integrity missing information message is generated and returned to the distribution module so that the distribution module can redistribute the phosphate mine birth information.

[0053] Simultaneously, when the receiving terminal receives the phosphate mine birth information distributed by the distribution module, it also obtains the source identifier of the phosphate mine birth information. The source identifier includes, but is not limited to, the unique code of the acquisition module, account information, and the identifier of the data distribution channel. The obtained source identifier is compared with a pre-stored list of legitimate sources on the receiving terminal. If the source identifier is not in the list, the source of the phosphate mine birth information is deemed unreliable, the authenticity verification fails, and it is directly marked as information with questionable authenticity. If the source identifier is in the list, the authenticity verification passes. It should be noted that any data generation equipment certified by relevant industry certification bodies and conforming to industry standards and specifications for phosphate mine mining and production will have its unique code included in the list of legitimate sources. In other embodiments, the receiving terminal can obtain the timestamp information in the phosphate mine birth information, including the data generation time, data acquisition time, and data distribution time. The receiving terminal verifies the timestamp information based on its own system time and a pre-set time tolerance range. If the time in the timestamp information exceeds the preset time tolerance range, it is determined that the phosphate mine birth information may be forged or delayed in transmission, and it is marked as information with questionable authenticity.

[0054] In some embodiments, the receiving terminal may also display the list of missing data items and information with questionable authenticity to the user in a visual manner, including but not limited to tables, charts, or reports.

[0055] Through the above optional implementation methods, data items are compared by constructing an integrity template to handle missing cases; the source identifier is compared with the legitimate list, and the authenticity and integrity are verified by combining timestamp verification to ensure that the information is complete and true, and to ensure the accuracy of subsequent business processing, thus laying a solid foundation for the compliant, efficient operation and quality traceability of phosphate mining business.

[0056] S24, Generate a feedback report based on the phosphate mine origination information and the verification results.

[0057] After the receiving terminal verifies the phosphate mine's origin information, it can organize and encapsulate the verified phosphate mine origin information and verification results to generate a standard feedback data format, and then transmit the feedback data to the feedback module. The feedback data can include information such as data that passed verification, data that failed verification, and the reasons for verification failure.

[0058] Upon receiving the phosphate mine origination information and verification results from the receiving terminal, the feedback module can generate a corresponding feedback report. This report may include an overview of the phosphate mine origination information (specific phosphate mine origination information), verification result statistics (the number of data items that passed and failed verification, and an analysis of the reasons and distribution of verification failures), problem analysis and suggestions (in-depth analysis of the failed verification data to identify the root causes of the problems and propose corresponding solutions. For example, if anomalies are found in the chemical composition data, it is recommended to overhaul the mining equipment or optimize the sampling method), and risk assessment and early warning.

[0059] In some embodiments, the feedback module can specify the report format of the feedback report, such as displaying it in various forms such as tables, charts, and text, so that users can quickly understand the core content of the report. It can also be output in formats such as PDF, Word, and Excel, and sent to relevant users via email, system messages, etc.

[0060] Phosphate ore birth information accompanies the entire process of phosphate ore from mining to transportation, storage, and shipment, recording key information at each stage. By reading this birth information, the system enables real-time tracking and management of mineral information, ensuring its continuity and consistency.

[0061] In an optional implementation, the phosphate mine birth information management system further includes a risk warning module, and the method further includes: The risk warning module obtains the integrity verification result and the authenticity verification result; When the risk warning module determines that either the integrity verification result or the authenticity verification result is a verification failure, it obtains the verification failure data item and the verification failure reason. The risk warning module generates risk warning signals of different levels based on the verification failure data items and the reasons for verification failure. The risk warning module issues warnings based on the warning method corresponding to the risk warning signal. One level of risk warning signal corresponds to one warning method, and different levels of risk warning signals correspond to different warning methods.

[0062] In some embodiments, the receiving terminal verifies the integrity and authenticity of the received phosphate mine origin information. If a verification failure is found, it determines whether the failure is due to integrity, authenticity, or both. The risk warning module then retrieves the specific data item (referred to as the verification failure data item), such as the phosphate mine's mining time, chemical composition, and location, and identifies the cause of the failure, such as missing data, data tampering, incorrect data format, or unreliable source. Next, the verification failure data item and its cause are standardized, converted into a unified format and dimension, and input into a preset risk assessment model to output risk warning signals of different levels, including low, medium, and high risk. The receiving terminal can set different warning methods based on different risk warning signals, with one warning signal corresponding to one warning method. If the risk level is low, the corresponding early warning method is for the system to automatically send a reminder message to relevant management personnel, prompting them to manually review and confirm the verification failure information. If the risk level is medium, the corresponding early warning method is for the system to not only send a reminder message to management personnel but also automatically trigger the primary response measures in the emergency response process, including suspending some business processes related to the verification failure information, such as suspending production plan adjustments and sales decision-making based on the information, while simultaneously initiating data backup and recovery mechanisms to back up potentially affected data to a secure storage area and attempt to restore from the most recent normal data version. If the risk level is high, the corresponding early warning method is for the system to immediately send an emergency alert to senior management and industry regulatory departments, simultaneously suspending all business processes related to the phosphate mine's origin information, and initiating advanced emergency response measures, including establishing a dedicated emergency response team to conduct a comprehensive and in-depth investigation and analysis of the verification failure information, and coordinating internal and external resources for data repair and problem resolution.

[0063] In some embodiments, the risk warning module can assign different weights to each data item in the phosphate mine origination information based on its importance to phosphate mine quality assessment, production process control, and market transactions. For example, the chemical composition of phosphate mine (such as phosphorus content) has a significant impact on its quality and value, and can be assigned a higher weight; while data items such as the mining equipment number have relatively lower weights. Simultaneously, the module analyzes the potential impact of different verification failure reasons on the quality of the phosphate mine origination information and assigns corresponding weights. For example, data tampering may lead to complete information distortion, seriously misleading subsequent decisions, and has a significant impact, so it can be assigned a higher weight; while data format errors may only affect data reading and processing, having a smaller impact on the essential content of the information, and thus a relatively lower weight. Next, a weighted comprehensive scoring method is used to construct a risk assessment model. Specifically, the weights of the verification failure data items are set. ( , n (The number of data items that failed verification), and the weight of the reasons for verification failure is... ( , m The number of data items that failed verification) and the corresponding scores are as follows: and The risk assessment score R can then be determined using the following formula: ; Based on the actual situation of the phosphate mining industry and the risk tolerance of enterprises, thresholds for different risk levels are set. For example, a low-risk threshold is set as follows: The medium-risk threshold is ( < When the risk assessment score R ≤ When, it is judged as low risk; when <R≤ When R > 0, it is classified as medium risk; when R > 0. At that time, it was determined to be high risk.

[0064] When a risk level is determined to be low, the system generates a yellow low-risk warning signal; when a risk level is determined to be medium, the system generates an orange medium-risk warning signal; and when a risk level is determined to be high, the system generates a red high-risk warning signal.

[0065] It should be noted that the risk thresholds are dynamically adjusted periodically as factors such as the phosphate rock market environment, production processes, and regulatory requirements change. For example, when the national quality standards for phosphate rock are raised, the high-risk threshold is raised accordingly to ensure that the risk warning system can promptly reflect new risk conditions.

[0066] Subsequently, the risk warning module can further optimize and improve the risk assessment model and warning mechanism based on the handling results and feedback information of risk events. For example, if it is found that the impact of certain data items or failure reasons in the actual situation does not match the preset weights, the weight parameters can be adjusted in a timely manner; if it is found that the triggering conditions of the warning signal are not accurate enough, the threshold can be further optimized.

[0067] Through the above optional implementation methods, the integrity and authenticity verification results are obtained through the risk warning module. When a failure occurs, the failure data items and reasons are obtained, and after standardization processing, they are input into the risk assessment model. Scores are calculated according to different weights, the risk level is determined according to the threshold, and different color warning signals are generated, corresponding to different warning methods, such as low-risk reminders, medium-risk triggering of primary response, and high-risk initiation of advanced emergency response, to ensure business security.

[0068] In an optional implementation, the phosphate mine birth information management system further includes a query platform, and the method further includes: When the query platform receives a quality traceability query request for a target batch of phosphate ore initiated by a user, it retrieves the target phosphate ore birth information and quality inspection information corresponding to the target batch of phosphate ore according to the quality traceability query request. The query platform displays the target phosphate mine's origin information and quality testing information to the user.

[0069] In some embodiments, based on the existing phosphate mine origin information management system, a phosphate mine product quality traceability query platform is built to ensure data interaction and sharing between the query platform and the phosphate mine origin information management system, enabling the acquisition of phosphate mine origin information for each stage from mining to production. Multiple query interface methods are designed on the query platform, specifically including product identification code query interface, production date query interface, and batch number query interface. Functional definitions and parameter settings are defined for each query interface to ensure that users can accurately initiate query requests based on different conditions. Simultaneously, corresponding input prompts and error handling mechanisms are set for each query interface to guide users to correctly input query conditions and to promptly prompt and correct illegal characters or formatting errors.

[0070] When a user initiates a quality traceability query request through a specific query interface, the query platform uses efficient data retrieval algorithms, such as index retrieval and hash retrieval, to quickly locate and retrieve information from the database of the phosphate mine origin information management system based on the input query conditions. The platform integrates and processes the complete target phosphate mine origin information and quality inspection information retrieved from the database. The target phosphate mine origin information includes the mining time, location, mining equipment, and original chemical composition of the target batch of phosphate mine. The quality inspection information includes various quality indicator test data during processing and finished product quality inspection reports. This integrated information is presented on the query platform in an intuitive and easy-to-understand manner, such as using tables, charts, and reports, enabling full-process traceability of phosphate mine product quality and facilitating user access.

[0071] In an optional implementation, the method further includes: The product identification code of the target batch of phosphate ore is determined based on the birth information of the target phosphate ore. A phosphate mine birth certificate for the target batch of phosphate mine is generated based on the product identification code and the birth information of the target phosphate mine.

[0072] In some embodiments, each batch of phosphate ore has a corresponding product identification code, allowing the system to determine which batch the current phosphate ore belongs to based on the product identification code. When phosphate ore birth information is collected, it records the batch number and corresponding product identification code, such as the mining time. Based on the needs and design requirements of the phosphate mining enterprise, a template engine is used to customize the phosphate ore birth certificate template. The template engine combines template files with dynamic data to generate the final output. Various styles and layouts can be defined in the template, as well as placeholders reserved for filling in the phosphate ore birth information and product identification code. The extracted phosphate ore birth information and generated product identification code are filled into the corresponding placeholders in the template, and the template engine performs data rendering to generate the phosphate ore birth certificate. During the rendering process, the information can be formatted as needed, such as into date or number formats, making the content of the birth certificate more standardized and readable. In other embodiments, a hash algorithm or an encryption algorithm can be used to generate a unique product identification code for each batch of phosphate ore. The hash algorithm can convert input information of arbitrary length into a hash value of fixed length, which is unique and irreversible; the encryption algorithm can increase the security of the identification code and prevent it from being tampered with.

[0073] In some embodiments, when generating a phosphate mine birth certificate, the system can also classify and organize the phosphate mine birth information, such as grouping mining information into one category, chemical composition information into another, and other information into a third. When a user needs to obtain a birth certificate for a specific batch of phosphate mines, they can directly retrieve the corresponding certificate by searching the product identification code. Once the phosphate mine birth certificate is obtained, it can be output through various channels, such as sending it to relevant users via email, providing online viewing and download functions within the system, or printing a paper version. During the output process, the birth certificate can be appropriately formatted and optimized according to different channels to ensure its display effect on different devices.

[0074] Through the above optional implementation methods, product identification codes are assigned to the target batch of phosphate ore. A template engine is used in conjunction with dynamic data to generate a phosphate ore birth certificate. Hash or encryption algorithms can also be used to ensure the uniqueness and security of the identification code. During generation, information is categorized and organized to facilitate retrieval by identification code, improving information management and usage efficiency.

[0075] It should be noted that, for the sake of simplicity, the foregoing method embodiments are all described as a series of actions. However, those skilled in the art should understand that the present invention is not limited to the described order of actions, because according to the present invention, some steps can be performed in other orders or simultaneously. Furthermore, those skilled in the art should also understand that the embodiments described in the specification are preferred embodiments, and the actions and modules involved are not necessarily essential to the present invention.

[0076] In the above embodiments, the descriptions of each embodiment have different focuses. For parts not described in detail in a certain embodiment, please refer to the relevant descriptions of other embodiments.

[0077] The above is a detailed description of the preferred embodiments of the present invention. However, the present invention is not limited to the embodiments described. Those skilled in the art can make various equivalent modifications or substitutions without departing from the spirit of the present invention. All such equivalent modifications or substitutions are included within the scope defined by the claims of this application.

Claims

1. A method for managing phosphate mine birth information, characterized in that, An application is made to a phosphate mine birth information management system, the phosphate mine birth information management system including a data acquisition module, a distribution module, a feedback module, and a receiving terminal, the method comprising: The acquisition module collects phosphate mine birth information and performs preliminary processing on the phosphate mine birth information; When the distribution module receives the pre-processed phosphate mine birth information transmitted by the acquisition module, it distributes the phosphate mine birth information to the receiving terminal according to the preset distribution rules. When the receiving terminal receives the phosphate mine birth information distributed by the distribution module, it verifies the phosphate mine birth information and feeds back the verified phosphate mine birth information and verification result to the feedback module. The feedback module generates a feedback report based on the phosphate mine origination information and the verification results.

2. The method for managing phosphate mine birth information according to claim 1, characterized in that, The preliminary processing of the phosphate mine origin information includes: The phosphate mine origin information is preprocessed; Construct a semantic ontology for the domain of phosphate mine birth information, and establish language mapping rules based on the semantic ontology; The phosphate mine birth information is converted into a unified semantic representation according to the language mapping rules.

3. The method for managing phosphate mine birth information according to claim 1, characterized in that, The method further includes: Obtain the terminal identifier and terminal type of the receiving terminal; According to the terminal type, the user permission database and the business requirement rule base are queried. The permission database stores the receiving terminal and the corresponding permission level for each user. The business requirement rule base is established according to the business requirements of the receiving terminal and includes the specific requirements of each terminal type for phosphate mine birth information. The distribution rules are determined based on the terminal identifier, the user permission database, and the business requirement rule base.

4. The method for managing phosphate mine birth information according to claim 1, characterized in that, The verification of the phosphate mine's origin information includes: Identify the key data items and source identifiers of the phosphate mine's origin information; An integrity template is constructed based on the key data items, and the integrity of the phosphate mine birth information is verified based on the integrity template. The authenticity of the phosphate mine origin information is verified based on the source identifier.

5. The method for managing phosphate mine birth information according to claim 4, characterized in that, The phosphate mine birth information management system also includes a risk warning module, and the method further includes: The risk warning module obtains the integrity verification result and the authenticity verification result; When the risk warning module determines that either the integrity verification result or the authenticity verification result is a verification failure, it obtains the verification failure data item and the verification failure reason. The risk warning module generates risk warning signals of different levels based on the verification failure data items and the reasons for verification failure. The risk warning module issues warnings based on the warning method corresponding to the risk warning signal. One level of risk warning signal corresponds to one warning method, and different levels of risk warning signals correspond to different warning methods.

6. The method for managing phosphate mine birth information according to claim 1, characterized in that, The phosphate mine birth information management system also includes a query platform, and the method further includes: When the query platform receives a quality traceability query request for a target batch of phosphate ore initiated by a user, it retrieves the target phosphate ore's origin information and quality inspection information corresponding to the target batch of phosphate ore based on the quality traceability query request. The query platform displays the target phosphate mine's origin information and quality testing information to the user.

7. The method for managing phosphate mine birth information according to claim 6, characterized in that, The method further includes: The product identification code of the target batch of phosphate ore is determined based on the birth information of the target phosphate ore. A phosphate mine birth certificate for the target batch of phosphate mine is generated based on the product identification code and the birth information of the target phosphate mine.

8. A phosphate mine birth information management system, characterized in that, The system includes: The acquisition module is used to acquire phosphate mine birth information and perform preliminary processing on the phosphate mine birth information; The distribution module is used to distribute the pre-processed phosphate mine birth information to the receiving terminal according to a preset distribution rule when it receives the phosphate mine birth information transmitted by the acquisition module. The receiving terminal is used to verify the phosphate mine birth information when it receives the phosphate mine birth information distributed by the distribution module, and to feed back the verified phosphate mine birth information and verification result to the feedback module. The feedback module is used to generate a feedback report based on the phosphate mine origination information and the verification results.

9. The phosphate mine birth information management system according to claim 8, characterized in that, The acquisition module is also used for: The phosphate mine origin information is preprocessed; Construct a semantic ontology for the domain of phosphate mine birth information, and establish language mapping rules based on the semantic ontology; The phosphate mine birth information is converted into a unified semantic representation according to the language mapping rules.

10. The phosphate mine birth information management system according to claim 8, characterized in that, The receiving terminal is also used for: Identify the key data items and source identifiers of the phosphate mine's origin information; An integrity template is constructed based on the key data items, and the integrity of the phosphate mine birth information is verified based on the integrity template. The authenticity of the phosphate mine origin information is verified based on the source identifier.

Images