Supply chain business purchase data analysis and management system

By designing a supply chain business procurement data analysis and management system, we can capture procurement information, monitor security risks, identify unsafe products and generate feedback messages, and solve the information fluctuations and long-whip effects caused by insufficient sharing of supply chain information flow, and achieve effective risk control and rationality guarantees for supply chain procurement.

CN119940925AInactive Publication Date: 2025-05-06SHANDONG SHANGZHI WELFARE INFORMATION TECHNOLOGY CO LTD
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Patent Information

Application Number
CN202510015827.8
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-01-06
Publication Date
2025-05-06
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

In the process of supply chain service management, insufficient sharing of information flow leads to information distortion, which in turn causes large fluctuations in customer demand information received by nodes, forming a long whip effect, and increasing the instability of commodity production and supply. The existing technology cannot promptly detect and warn of abnormal phenomena with large information fluctuations, and cannot promptly remind you to verify and adjust information in a good manner.

Method used

Design a supply chain business procurement data analysis and management system, capture procurement information through the upload module, monitor the security risk situation of the procurement product, identify the unsafe products, and generate unsafe product messages through the output module, and output the message through the control module control system refreshes and runs.

Benefits of technology

It has achieved comprehensive and continuous monitoring of the safety risk trend of purchased products, identified and feedbacked unsafe products, provided product risk control reference services, effectively ensuring the rationality of procurement at the procurement end of the supply chain business.

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Patent Text Reader

Abstract

The invention relates to the technical field of data analysis, in particular to a supply chain business purchase data analysis management system, which comprises an uploading module used for uploading an electronic purchase list, traversing the electronic purchase list and capturing purchase information in the electronic purchase list; the monitoring module is used for receiving the purchasing information captured in the uploading module and monitoring the safety risk situation of the purchased product based on the purchasing information; and the identification module is used for acquiring the security risk situation of the purchased product monitored by the monitoring module, and creating a linear graph representing the security risk situation of the purchased product based on the acquired security risk situation of the purchased product. According to the technical scheme of the invention, the security risk situation of the purchased product is comprehensively and continuously monitored, so that the unsafe product is identified based on the specific monitoring logic, the feedback message is produced, and the product risk control reference service is provided for the supply chain business purchasing end user.
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Description

Technical Field

[0001] The present invention relates to the technical field of data analysis, and in particular to a supply chain business procurement data analysis and management system. Background Art

[0002] Supply chain business procurement is a key link in corporate operations, aiming to obtain the required materials and services from the outside through reasonable planning and implementation. It covers processes such as supplier screening, order placement, and logistics coordination, focusing on cost control, quality assurance, and stable supply, and effectively connecting various links, which plays an important role in improving corporate competitiveness and ensuring production and operation.

[0003] A supply chain service management system based on data analysis is disclosed in a Chinese invention patent with application number 202410095238.0, including: a supply chain data acquisition module, a database, an effect interference analysis module, an information balance analysis module and a supply chain service management module; the output end of the supply chain data acquisition module is connected to the input end of the database, the output end of the database is connected to the input ends of the effect interference analysis module and the information balance analysis module, the output end of the effect interference analysis module is connected to the input end of the information balance analysis module, and the output end of the information balance analysis module is connected to the input end of the supply chain service management module; the supply chain information and the historical data of information reception of the supply chain nodes when supplying goods are collected by the supply chain data acquisition module, and all the collected data are transmitted to the database; all the collected data are stored by the database; the degree of interference with information reception of the supply chain nodes is analyzed by the effect interference analysis module; an information imbalance warning prediction model is established by the information balance analysis module to analyze the imbalance of the information received by the supply chain; and the supply chain service management module performs information service management for supply chain nodes according to the imbalance.

[0004] This application aims to solve the problem that "a large amount of information flow will be generated in the process of supply chain service management. When the information flow on the supply chain is transmitted from the customer to the original supplier, the information cannot be effectively shared, which makes the information distortion more and more serious, resulting in the customer demand information received by the node to fluctuate more and more, thus forming a bullwhip effect, increasing the instability of commodity production and supply, and causing negative interference to commodity supply. In the prior art, although a hierarchical management method is adopted for retailers: information on different demand order quantities is transmitted to retailers of different levels in a dispersed manner, thereby alleviating the fluctuation of demand information received by the node, it is still impossible to timely discover and warn of the abnormal phenomenon of large fluctuations in the transmitted information during the commodity supply process, and it is impossible to timely remind to verify and adjust the information to further reduce the interference of the bullwhip effect."

[0005] However, at present, on the procurement side of the supply chain business, the purchase data of goods is often mainly recorded and verified, and the risk control management level of various types of goods is relatively low. Although there are certain existing technologies that can perform procurement risk control on goods, the effects of their application to the procurement side of the supply chain business are mostly limited.

[0006] Therefore, a supply chain business procurement data analysis and management system is proposed. Summary of the invention

[0007] In view of the above-mentioned shortcomings of the prior art, the present invention provides a supply chain business procurement data analysis and management system, which solves the technical problems raised in the above-mentioned background technology.

[0008] To achieve the above objectives, the present invention is implemented through the following technical solutions:

[0009] A supply chain business procurement data analysis and management system, comprising:

[0010] An upload module is used to upload an electronic purchase list, traverse the electronic purchase list, and capture purchase information in the electronic purchase list; a monitoring module is used to receive the purchase information captured in the upload module, and monitor the safety risk situation of purchased products based on the purchase information; an identification module is used to obtain the safety risk situation of purchased products monitored by the monitoring module, create a line graph representing the safety risk situation of purchased products based on the obtained safety risk situation of purchased products, and use the created line graph to identify unsafe products; a message module is used to receive unsafe products identified by the identification module, and generate unsafe product messages based on the received unsafe products; an output module is used to receive the unsafe product messages generated in the message module, and output the unsafe product messages; a control module is used to control the refresh operation of the system.

[0011] Furthermore, the electronic purchase list in the upload module is manually uploaded by the system end user, and the purchase information captured in the electronic purchase list includes: order product name, order number, order amount, order quantity, order goods specification parameters, order supplier information, order generation and transaction date;

[0012] The upload module is provided with submodules at the lower level, including:

[0013] A storage unit, used to receive the purchase information captured by the upload module after running through the electronic purchase list, and store the purchase information;

[0014] The management unit is used to manage the purchase information stored in the storage unit, and to retrieve and delete the purchase information;

[0015] Among them, when the storage unit stores the procurement information, all the procurement information related to the same order are bound together, and then the storage operation is performed. In the management operation of the procurement information by the management unit, the deletion operation of the procurement information is manually performed by the system end user, or a specified iteration cycle is set to delete the earliest stored procurement information in the storage unit that meets the iteration cycle.

[0016] Furthermore, when the storage unit in the upload module stores the purchase information, the order product name in each purchase information in the storage unit is simultaneously identified, and a differentiated storage interval is set, and the purchase information containing the same order product name is placed in the same differentiated storage interval for storage;

[0017] The monitoring module is internally provided with submodules, including:

[0018] A retrieving unit, used to retrieve the purchase information stored in the storage unit, and feed the retrieved purchase information back to the monitoring module;

[0019] Among them, during the operation stage of the retrieval unit, all the procurement information stored in a differentiated storage interval in the storage unit is retrieved and fed back to the monitoring module. After the monitoring module runs and monitors the safety risk situation of the purchased products, the retrieval unit refreshes and runs, and again retrieves all the procurement information stored in another differentiated storage interval in the storage unit, and hands it over to the monitoring module for processing, until the procurement information stored in all differentiated storage intervals in the storage unit is processed by the monitoring module and the monitoring of the safety risk situation of the purchased products is completed.

[0020] Furthermore, the monitoring logic of the safety risk situation of purchased products in the monitoring module is expressed as follows:

[0021] θ=R1×ω1+R2×ω2+R3×ω3+R4×ω4;

[0022] Where: θ is the safety risk situation value of the purchased product; R1, R2, R3, R4 are the price fluctuation risk index, supply stability risk index, order concentration risk index, and cost change trend risk index; ω1, ω2, ω3, ω4 are weights;

[0023] Among them, the larger the security risk situation value θ of the purchased product is, the higher the security risk of the purchased product is, and vice versa. The real-time security risk situation value of each purchased product is calculated based on the above formula, and the weights ω1, ω2, ω3, and ω4 are all greater than zero, and the sum of the weights ω1, ω2, ω3, and ω4 is 1. The value of each weight is customized by the system user.

[0024] Furthermore, the price fluctuation risk index, supply stability risk index, order concentration risk index, and cost change trend risk index are obtained by the following formula:

[0025]

[0026] Where: n is the total order quantity; AM i is the amount of the i-th order; AQ i is the quantity of purchased products for the i-th order; DT i is the transaction date of the i-th order; is the average order execution interval; is the average order amount; m is the total number of suppliers; AQ j is the total quantity of orders purchased from the jth supplier;

[0027] Among them, each order in the total order quantity n is sorted based on the order generation date.

[0028] Furthermore, the line graph created in the identification module is a broken line graph, the horizontal axis of the line graph represents the monitoring time of the safety risk situation of the purchased product, and the vertical axis represents the safety risk situation value θ of the purchased product calculated at the corresponding time;

[0029] Among them, the line graph representing the security risk situation of the purchased products is created based on each product in the electronic purchase list, and the identification logic of the unsafe products in the identification module is expressed as follows:

[0030] Read the corresponding line segments of the latest three groups of purchased product safety risk situation values ​​θ in the line graph representing the product safety risk situation. If the line segments show a continuous downward or straight trend, it means that the product is safe, and if the line segments show a continuous upward trend, it means that the product is unsafe.

[0031] Furthermore, the content of the unsafe product message generated in the message module includes: the name of the unsafe product, the line graph corresponding to the unsafe product, and the purchase information corresponding to the unsafe product;

[0032] The message module is provided with submodules at the lower level, including:

[0033] A picking unit is used to pick up the order supplier information of the unsafe product in its corresponding purchase information, and pick up the product to which the order supplier information belongs;

[0034] Among them, after the picking unit picks up the product belonging to the order supplier information in the purchasing information corresponding to the unsafe product, it simultaneously obtains the name, line chart and purchasing information corresponding to the picked product, and puts them into the unsafe product message. The message module runs to generate the content in the message from the picking unit and the original content inside it, and places them separately in the message.

[0035] Furthermore, the output module is connected to any computer device available to the system end user via a wireless network, and the output module transmits the unsafe product message to the computer device via the wireless network, and the system end user reads the unsafe product message on the computer device.

[0036] Furthermore, during the operation phase of the control module, the unsafe product messages generated by the message module are synchronously traversed. When it is found that there are products belonging to two or more order suppliers and two or more products are unsafe products, the operation is triggered to control the system to refresh the operation.

[0037] Furthermore, the upload module is interactively connected to a storage unit and a management unit at a lower level via a wireless network, the upload module is interactively connected to a monitoring module via a wireless network, the monitoring module is interactively connected to a retrieval unit inside via a wireless network, the retrieval unit is interactively connected to the storage unit via a wireless network, the monitoring module is interactively connected to an identification module and a message module via a wireless network, the message module is interactively connected to a picking unit at a lower level via a wireless network, and the message module is interactively connected to an output module and a control module via a wireless network.

[0038] Compared with the known public technology, the technical solution provided by the present invention has the following beneficial effects:

[0039] The present invention provides a supply chain business procurement data analysis and management system. During operation, the system captures procurement information in an electronic procurement list to conduct comprehensive and continuous monitoring of the security risk status of purchased products, thereby identifying unsafe products based on specific monitoring logic, generating feedback messages, and providing product risk control reference services for users at the procurement end of the supply chain business, thereby effectively ensuring the rationality of procurement at the procurement end of the supply chain business.

[0040] At the same time, the monitoring results of the product's security risk situation are further represented by creating visual situation graphics, providing further visual reading conditions for monitoring results for users at the procurement end of the supply chain business. BRIEF DESCRIPTION OF THE DRAWINGS

[0041] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the prior art descriptions are briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention, and for ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0042] Figure 1The figure is a structural diagram of a supply chain business procurement data analysis and management system. DETAILED DESCRIPTION

[0043] In order to make the purpose, technical solution and advantages of the embodiments of the present invention clearer, the technical solution in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0044] The present invention will be further described below in conjunction with the embodiments.

[0045] Example:

[0046] A supply chain business procurement data analysis and management system of this embodiment, such as Figure 1 As shown, including:

[0047] An upload module is used to upload the electronic purchase list, traverse the electronic purchase list, and capture purchase information in the electronic purchase list;

[0048] The electronic purchase list in the upload module is manually uploaded by the system end user. The purchase information captured in the electronic purchase list includes: order product name, order number, order amount, order quantity, order goods specification parameters, order supplier information, order generation and transaction date;

[0049] The upload module has submodules, including:

[0050] A storage unit, used to receive the purchase information captured by the upload module after running through the electronic purchase list, and store the purchase information;

[0051] The management unit is used to manage the purchase information stored in the storage unit, and to retrieve and delete the purchase information;

[0052] When the storage unit stores the purchase information, all the purchase information associated with the same order is bound to each other, and then the storage operation is performed. In the management operation of the purchase information by the management unit, the deletion operation of the purchase information is manually performed by the system end user, or a specified iteration cycle is set to delete the earliest stored purchase information in the storage unit that meets the iteration cycle;

[0053] A monitoring module is used to receive the procurement information captured in the upload module and monitor the security risk situation of the purchased products based on the procurement information;

[0054] When the storage unit in the upload module stores the purchase information, the order product name in each purchase information in the storage unit is simultaneously identified, and a differentiated storage interval is set, and the purchase information containing the same order product name is placed in the same differentiated storage interval for storage;

[0055] The monitoring module is internally provided with submodules, including:

[0056] A retrieving unit, used to retrieve the purchase information stored in the storage unit, and feed the retrieved purchase information back to the monitoring module;

[0057] Among them, in the operation stage of the retrieval unit, all the purchase information stored in a differentiated storage interval in the storage unit is retrieved and fed back to the monitoring module. After the monitoring module runs and monitors the safety risk situation of the purchased products, the retrieval unit refreshes and runs, and again retrieves all the purchase information stored in another differentiated storage interval in the storage unit, and hands it over to the monitoring module for processing, until all the purchase information stored in the differentiated storage intervals in the storage unit is processed by the monitoring module to complete the monitoring of the safety risk situation of the purchased products, and then ends;

[0058] The monitoring logic of the safety risk situation of purchased products in the monitoring module is expressed as follows:

[0059] θ=R1×ω1+R2×ω2+R3×ω3+R4×ω4;

[0060] Where: θ is the safety risk situation value of the purchased product; R1, R2, R3, R4 are the price fluctuation risk index, supply stability risk index, order concentration risk index, and cost change trend risk index; ω1, ω2, ω3, ω4 are weights;

[0061] Among them, the larger the security risk situation value θ of the purchased product is, the higher the security risk of the purchased product is, and vice versa, the lower the security risk of the purchased product is. Based on the above formula, the real-time security risk situation value of each purchased product is calculated, and the weights ω1, ω2, ω3, and ω4 are all greater than zero, and the sum of the weights ω1, ω2, ω3, and ω4 is 1. The value of each weight is customized by the system end user;

[0062] The above-mentioned logical formula is used to digitally calculate the safety risk situation of purchased products, providing data support for the line graph created by the operation of the identification module. This digital representation method provides system users with a clearer parameter reference, thereby better carrying out risk control and management of purchased goods.

[0063] The price fluctuation risk index, supply stability risk index, order concentration risk index, and cost change trend risk index are calculated using the following formula:

[0064]

[0065] Where: n is the total order quantity; AM i is the amount of the i-th order; AQ i is the quantity of purchased products for the i-th order; DT i is the transaction date of the i-th order; is the average order execution interval; is the average order amount; m is the total number of suppliers; AQ j is the total quantity of orders purchased from the jth supplier;

[0066] Among them, each order in the total number of orders n is sorted based on the order generation date;

[0067] Through the above logical formula, the price fluctuation risk index, supply stability risk index, order concentration risk index and cost change trend risk index are calculated, providing parameter support for the further calculation of the safety risk situation value of purchased products.

[0068] An identification module is used to obtain the safety risk situation of purchased products monitored by the monitoring module, create a line graph representing the safety risk situation of purchased products based on the obtained safety risk situation of purchased products, and use the created line graph to identify unsafe products;

[0069] The line graph created in the identification module is a broken line graph, the horizontal axis of which represents the monitoring time of the safety risk situation of the purchased product, and the vertical axis represents the safety risk situation value θ of the purchased product calculated at the corresponding time;

[0070] Among them, the line graph representing the security risk situation of the purchased products is created based on each product in the electronic purchase list, and the identification logic of the unsafe products in the identification module is expressed as follows:

[0071] Read the corresponding line segments of the latest three groups of purchased product safety risk situation values ​​θ in the line graph representing the product safety risk situation. If the line segments show a continuous downward or straight trend, it means that the product is safe, and if the line segments show a continuous upward trend, it means that the product is unsafe;

[0072] A message module, used for receiving an unsafe product identified by the identification module, and generating an unsafe product message based on the received unsafe product;

[0073] The content of the unsafe product message generated in the message module includes: the name of the unsafe product, the linear graph corresponding to the unsafe product, and the purchase information corresponding to the unsafe product;

[0074] The message module is provided with submodules at the lower level, including:

[0075] A picking unit is used to pick up the order supplier information of the unsafe product in its corresponding purchase information, and pick up the product to which the order supplier information belongs;

[0076] Among them, after the picking unit picks up the product belonging to the order supplier information in the purchase information corresponding to the unsafe product, it will simultaneously obtain the name, line chart and purchase information corresponding to the picked product, and put them into the unsafe product message. The message module runs to generate the content from the picking unit and the original content inside the message, and the content is placed separately in the message;

[0077] An output module, used for receiving the unsafe product message generated in the message module and outputting the unsafe product message;

[0078] Control module, used to control the system refresh operation;

[0079] During the operation phase of the control module, the unsafe product messages generated by the message module are synchronously traversed. When two or more products belonging to two or more order suppliers are found, and two or more products are unsafe products, the operation is triggered to control the system refresh operation.

[0080] In this embodiment, the upload module runs to upload the electronic purchase list, traverses the electronic purchase list, and captures the purchase information in the electronic purchase list. The storage unit synchronously receives the purchase information captured by the upload module after traversing the electronic purchase list, and stores the purchase information. The management unit manages the purchase information stored in the storage unit in real time, and retrieves and deletes the purchase information. The monitoring module further receives the purchase information captured in the upload module, monitors the safety risk situation of the purchased products based on the purchase information, and the retrieval unit retrieves the purchase information stored in the storage unit in real time, and feeds back the retrieved purchase information to the monitoring module. The identification module performs In one step, the safety risk situation of purchased products monitored by the monitoring module is obtained, a line graph representing the safety risk situation of purchased products is created based on the obtained safety risk situation of purchased products, and the created line graph is used to identify unsafe products. The message module then receives the unsafe products identified by the identification module, and an unsafe product message is generated based on the received unsafe products. The picking unit synchronously picks up the order supplier information of the unsafe product in its corresponding procurement information, picks up the product to which the order supplier information belongs, and finally receives the unsafe product message generated in the message module through the output module, and outputs the unsafe product message.

[0081] Through the operation of the system in the above embodiment, auxiliary management of commodity risk control is provided for the procurement end of the supply chain business, ensuring that the commodities purchased by the procurement end of the supply chain business are more reasonable and safe.

[0082] like Figure 1As shown, the output module is connected to any computer device available to the system end user through a wireless network, and the output module is operated to transmit the unsafe product message to the computer device through the wireless network, and the system end user reads the unsafe product message on the computer device;

[0083] During the operation phase of the control module, the unsafe product messages generated by the message module are synchronously traversed. When two or more products belonging to two or more order suppliers are found, and two or more products are unsafe products, the operation is triggered to control the system refresh operation.

[0084] Through the above settings, further operation data and logic support are provided for the operation of the system in this embodiment, ensuring that the system in this embodiment operates more stably.

[0085] In summary, during operation, the system in the above embodiment captures the purchase information in the electronic purchase list to conduct comprehensive and continuous monitoring of the security risk status of the purchased products, thereby identifying unsafe products based on specific monitoring logic, and generating feedback messages to provide product risk control reference services for users on the purchasing side of the supply chain business, thereby effectively ensuring the rationality of procurement on the purchasing side of the supply chain business; at the same time, the monitoring results of the security risk status of the products are further represented by creating visual situation graphics, providing users on the purchasing side of the supply chain business with further visual reading conditions for the monitoring results.

[0086] The above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit the same. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that the technical solutions described in the aforementioned embodiments may still be modified, or some of the technical features may be replaced by equivalents. Such modifications or replacements will not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A supply chain business procurement data analysis and management system, characterized in that: include: An upload module is used to upload the electronic purchase list, traverse the electronic purchase list, and capture purchase information in the electronic purchase list; A monitoring module is used to receive the procurement information captured in the upload module and monitor the security risk situation of the purchased products based on the procurement information; An identification module is used to obtain the safety risk situation of purchased products monitored by the monitoring module, create a line graph representing the safety risk situation of purchased products based on the obtained safety risk situation of purchased products, and use the created line graph to identify unsafe products; A message module, used for receiving an unsafe product identified by the identification module, and generating an unsafe product message based on the received unsafe product; An output module, used for receiving the unsafe product message generated in the message module and outputting the unsafe product message; Control module, used to control system refresh operation.

2. A supply chain business procurement data analysis and management system according to claim 1, characterized in that: The electronic purchase list in the upload module is manually uploaded by the system end user, and the purchase information captured in the electronic purchase list includes: order product name, order number, order amount, order quantity, order goods specification parameters, order supplier information, order generation and transaction date; The upload module is provided with submodules at the lower level, including: A storage unit, used to receive the purchase information captured by the upload module after running through the electronic purchase list, and store the purchase information; The management unit is used to manage the purchase information stored in the storage unit, and to retrieve and delete the purchase information; Among them, when the storage unit stores the procurement information, all the procurement information related to the same order are bound together, and then the storage operation is performed. In the management operation of the procurement information by the management unit, the deletion operation of the procurement information is manually performed by the system end user, or a specified iteration cycle is set to delete the earliest stored procurement information in the storage unit that meets the iteration cycle.

3. A supply chain business procurement data analysis and management system according to claim 1, characterized in that: When the storage unit in the upload module stores the purchase information, it simultaneously identifies the order product name in each purchase information in the storage unit, and sets a differentiated storage interval, so that the purchase information containing the same order product name is placed in the same differentiated storage interval for storage; The monitoring module is internally provided with submodules, including: A retrieving unit, used to retrieve the purchase information stored in the storage unit, and feed the retrieved purchase information back to the monitoring module; Among them, during the operation stage of the retrieval unit, all the procurement information stored in a differentiated storage interval in the storage unit is retrieved and fed back to the monitoring module. After the monitoring module runs and monitors the safety risk situation of the purchased products, the retrieval unit refreshes and runs, and again retrieves all the procurement information stored in another differentiated storage interval in the storage unit, and hands it over to the monitoring module for processing, until the procurement information stored in all differentiated storage intervals in the storage unit is processed by the monitoring module and the monitoring of the safety risk situation of the purchased products is completed.

4. A supply chain business procurement data analysis and management system according to claim 1, characterized in that: The monitoring logic of the safety risk situation of purchased products in the monitoring module is expressed as follows: Where: is the safety risk situation value of the purchased product; R1, R2, R3, and R4 are the price fluctuation risk index, supply stability risk index, order concentration risk index, and cost change trend risk index; ω1, ω2, ω3, and ω4 are weights; Among them, the safety risk situation value of purchased products The larger the value, the higher the security risk of the purchased product. Conversely, the smaller the value, the lower the security risk of the purchased product. Based on the above formula, the real-time security risk situation value of each purchased product is calculated. The weights ω1, ω2, ω3, and ω4 are all greater than zero, and the sum of the weights ω1, ω2, ω3, and ω4 is 1. The value of each weight is customized by the system user.

5. A supply chain business procurement data analysis and management system according to claim 4, characterized in that: The price fluctuation risk index, supply stability risk index, order concentration risk index, and cost change trend risk index are obtained by the following formula: Where: n is the total order quantity; AM i is the amount of the i-th order; AQ i is the quantity of purchased products for the i-th order; DT i is the transaction date of the i-th order; is the average order execution interval; is the average order amount; m is the total number of suppliers; AQ j is the total quantity of orders purchased from the jth supplier; Among them, each order in the total order quantity n is sorted based on the order generation date.

6. A supply chain business procurement data analysis and management system according to claim 1, characterized in that: The line graph created in the identification module is a broken line graph, the horizontal axis of which represents the monitoring time of the safety risk situation of the purchased product, and the vertical axis represents the safety risk situation value of the purchased product calculated at the corresponding time. Among them, the line graph representing the security risk situation of the purchased products is created based on each product in the electronic purchase list, and the identification logic of the unsafe products in the identification module is expressed as follows: Read the latest three sets of product safety risk situation values ​​in the line graph representing product safety risk situation If the corresponding line segment shows a continuous downward or straight trend, it means the product is safe; if the line segment shows a continuous upward trend, it means the product is unsafe.

7. A supply chain business procurement data analysis and management system according to claim 1, characterized in that: The content of the unsafe product message generated in the message module includes: the name of the unsafe product, the line graph corresponding to the unsafe product, and the purchase information corresponding to the unsafe product; The message module is provided with submodules at the lower level, including: A picking unit is used to pick up the order supplier information of the unsafe product in its corresponding purchase information, and pick up the product to which the order supplier information belongs; Among them, after the picking unit picks up the product belonging to the order supplier information in the purchasing information corresponding to the unsafe product, it simultaneously obtains the name, line chart and purchasing information corresponding to the picked product, and puts them into the unsafe product message. The message module runs to generate the content in the message from the picking unit and the original content inside it, and places them separately in the message.

8. A supply chain business procurement data analysis and management system according to claim 1, characterized in that: The output module is connected to any computer device available to the system end user via a wireless network. The output module transmits the unsafe product message to the computer device via the wireless network, and the system end user reads the unsafe product message on the computer device.

9. A supply chain business procurement data analysis and management system according to claim 1, characterized in that: During the operation phase of the control module, the unsafe product messages generated by the message module are synchronously traversed. When it is found that there are two or more products belonging to order suppliers and two or more products are unsafe products, the operation is triggered and the system is controlled to refresh and run.

10. A supply chain business procurement data analysis and management system according to claim 1, characterized in that: The upload module is interactively connected to a storage unit and a management unit at the lower level through a wireless network, the upload module is interactively connected to a monitoring module through a wireless network, the monitoring module is interactively connected to a retrieval unit through a wireless network, the retrieval unit is interactively connected to the storage unit through a wireless network, the monitoring module is interactively connected to an identification module and a message module through a wireless network, the message module is interactively connected to a picking unit at the lower level through a wireless network, and the message module is interactively connected to an output module and a control module through a wireless network.

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