A risk data management system for cross-border supply chains

Abstract

The application discloses a kind of risk data management systems for cross-border supply chain, belong to risk data management technical field, including raw material procurement management module, product warehousing management module, international logistics transportation management module, domestic warehousing management module, domestic distribution management module, comprehensive data management module.The multiple management modules of the present application are set, the information in cross-border supply chain can be managed in a hierarchical comprehensive, the security of information is guaranteed;And by presetting frequency identification graphics on the outer packaging of product, the product's shipment priority level information can be obtained through subsequent identification, and a more reasonable cargo cell unit is determined according to the product's shipment priority level information to store the product, which greatly reduces the delivery time when delivering, improves the delivery efficiency, to some extent, also reduces the warehousing cost, and also improves the user experience.

Description

Technical Field

[0001] This invention relates to the field of risk data management technology, and more specifically to a risk data management system for cross-border supply chains. Background Technology

[0002] In a broad sense, a supply chain refers to the network structure formed by upstream and downstream enterprises involved in the production and distribution process, encompassing the entire chain from the merchant to the consumer. Specifically, a supply chain is a functional network structure centered around a core enterprise, starting with supporting components, manufacturing intermediate and final products, and finally delivering them to consumers through a sales network. It connects suppliers, manufacturers, distributors, and ultimately, end users into a cohesive whole. The operational philosophy of supply chain management is to optimize the entire supply chain from the consumer's perspective through inter-enterprise collaboration. Successful supply chain management coordinates and integrates all activities within the supply chain, ultimately creating a seamless, integrated system.

[0003] Cross-border supply chain, as the name suggests, refers to the supply chain aspects of the cross-border e-commerce industry, including procurement, inventory, logistics management, domestic warehousing and bulk shipping operations, international transportation, overseas warehousing, and distribution. The four key elements required in a cross-border supply chain are: visibility, agility, flexibility, and intelligence.

[0004] Existing cross-border supply chains lack comprehensive data management, which degrades the user experience. Therefore, a risk data management system for cross-border supply chains is proposed. Summary of the Invention

[0005] The technical problem to be solved by this invention is: how to address the issue that existing cross-border supply chains do not have comprehensive data management, which reduces the user experience during use, and to provide a risk data management system for cross-border supply chains.

[0006] The present invention solves the above-mentioned technical problems through the following technical solutions: the present invention includes a raw material procurement management module, a product warehousing management module, an international logistics transportation management module, a domestic warehousing management module, a domestic distribution management module, and a comprehensive data management module;

[0007] The raw material procurement management module is used to manage the raw material procurement information for various products;

[0008] The product warehousing management module is used to put finished products produced using raw materials from various products into the warehouse.

[0009] The international logistics and transportation management module is used to transport various products in the finished goods warehouse across borders according to product transportation needs;

[0010] The domestic warehousing management module is used to receive products that have completed cross-border transportation, identify the frequency identification graphics on the outer packaging of each type of product, obtain the shipment frequency information of each type of product, and store the products in the corresponding storage units in the warehouse according to the shipment frequency information of each type of product.

[0011] The domestic delivery management module is used to manage customer delivery information;

[0012] The integrated data management module is used for the comprehensive management of various types of information.

[0013] Furthermore, the raw material procurement management module includes a procurement price management unit and a procurement quantity management unit. The procurement price management unit is used to uniformly record the raw material procurement prices of various products and establish a first chart associated with the procurement date. After compressing the first chart and adding the corresponding information level identification code, a first chart data package is obtained and sent to the comprehensive data management module. The procurement quantity management unit is used to uniformly record the raw material procurement quantities of various products and establish a second chart associated with the procurement date. After compressing the second chart and adding the corresponding information level identification code, a second chart data package is obtained and sent to the comprehensive data management module.

[0014] Furthermore, the product warehousing management module includes a product classification unit, a label graphic addition unit, and a classification warehousing unit. The product classification unit is used to classify finished products according to preset product classification rules, obtain product category and model information, compress the product category and model information, add corresponding information level identification codes to obtain product-related information data packets, and send them to the integrated data management module. The label graphic addition unit is used to print frequency identification graphics on the outer packaging of various products according to their shipping frequency, and transmit the products with added frequency identification graphics to the classification warehousing unit. The classification warehousing unit is used to classify the products with added frequency identification graphics and store them in the finished product warehouse.

[0015] Furthermore, the international logistics transportation management module includes a transportation vehicle information management unit and a waybill management unit. The transportation vehicle information management unit is used to manage the type and model of transportation vehicles for cross-border transportation, compress the type and model of transportation vehicles, add corresponding information level identification codes to obtain transportation vehicle information data packets, and send them to the integrated data management module. The waybill management unit is used to scan the cross-border transportation waybills of each batch of products, obtain waybill information, compress the waybill information, add corresponding information level identification codes to obtain waybill information data packets, and send them to the integrated data management module.

[0016] Furthermore, the domestic warehousing management module includes a product receiving unit, a frequency identifier graphic recognition unit, a storage compartment determination unit, a product storage unit, and a product retrieval unit. The product receiving unit receives products that have completed cross-border transportation and acquires images of each product containing a corresponding frequency identifier graphic using an image capturing component; the frequency identifier graphic recognition unit identifies the frequency identifier graphic in the product frequency identifier graphic image, obtains the feature information of the frequency identifier graphic, and obtains the product's shipping priority information based on the feature information. The storage compartment determination unit determines the storage compartment for the product based on the product's shipping priority information and the path length information of each storage compartment from the warehouse exit. The product storage unit stores the corresponding product in the corresponding storage compartment based on the determined storage compartment information, compresses the storage compartment information and the corresponding product information stored therein, adds a corresponding information level identifier code to obtain a storage compartment product data package, and sends it to the integrated data management module. The product retrieval unit retrieves the product from the corresponding storage compartment according to the shipping order.

[0017] Furthermore, the processing procedure of the frequency identifier graphic recognition unit is as follows:

[0018] S101: Use the target recognition network trained on the dataset to recognize the logo graphics of the product frequency logo graphic image and obtain the logo graphic detection box. Search in the logo graphic category-shipment frequency level database according to the category information of the logo graphics to obtain the shipment frequency level information of the current product.

[0019] S102: Then, the identification graphic detection box is cropped from the product frequency identification graphic image. The contour recognition function is used to detect the length of the identification graphic contour in the identification graphic detection box to obtain the identification graphic contour length information. Based on the identification graphic contour length information, the identification graphic contour length-shipment frequency sub-database under the corresponding shipment frequency level is searched to obtain the accurate shipment frequency information of the current product.

[0020] S103: Compare the current product's precise shipping frequency information with the pre-defined shipping priority level range to obtain the product's shipping priority level information.

[0021] Furthermore, in the storage cell determination unit, the higher the product's shipping priority, the shorter the path length of the storage cell unit where it is stored is from the warehouse exit. According to this rule, the storage cell units where each product is stored are determined in sequence.

[0022] Furthermore, the customer's delivery information includes the customer's address, name, and contact information.

[0023] Furthermore, the integrated data management module receives and decompresses various data packets, obtains the information level of the corresponding data packet according to the information level identifier code, and stores the information in the data packet separately according to different encryption levels.

[0024] Compared with existing technologies, this invention has the following advantages: This risk data management system for cross-border supply chains, through multiple management modules, can comprehensively manage various types of information in the cross-border supply chain by level, ensuring information security; and by pre-setting frequency identification graphics on the outer packaging of products, subsequent identification can obtain the product's shipping priority information, and determine more reasonable storage units based on the product's shipping priority information, thus greatly reducing the outbound time, improving outbound efficiency, reducing warehousing costs to some extent, and also improving the user experience. Attached Figure Description

[0025] Figure 1 This is a schematic block diagram of the risk data management system for cross-border supply chains in an embodiment of the present invention;

[0026] Figure 2 This is a schematic block diagram of the product warehousing management module in an embodiment of the present invention;

[0027] Figure 3 This is a schematic block diagram of the domestic warehouse management module in an embodiment of the present invention. Detailed Implementation

[0028] The embodiments of the present invention are described in detail below. These embodiments are implemented based on the technical solution of the present invention, and provide detailed implementation methods and specific operation processes. However, the scope of protection of the present invention is not limited to the following embodiments.

[0029] like Figure 1 As shown, this embodiment provides a technical solution: a risk data management system for cross-border supply chains, including a raw material procurement management module, a product warehousing management module, an international logistics transportation management module, a domestic warehousing management module, a domestic distribution management module, and a comprehensive data management module;

[0030] In this embodiment, the raw material procurement management module is used to manage the raw material procurement information for various products;

[0031] Specifically, the raw material procurement management module includes a procurement price management unit and a procurement quantity management unit. The procurement price management unit is used to uniformly record the raw material procurement prices for various products and create a first chart associated with the procurement date. The first chart is compressed and a corresponding information level identifier is added to obtain a first chart data package, which is then sent to the comprehensive data management module. The procurement quantity management unit is used to uniformly record the raw material procurement quantities for various products and create a second chart associated with the procurement date. The second chart is compressed and a corresponding information level identifier is added to obtain a second chart data package, which is then sent to the comprehensive data management module.

[0032] In this embodiment, the product warehousing management module is used to store finished products produced using raw materials from various products into the warehouse.

[0033] Specifically, such as Figure 2 As shown, the product warehousing management module includes a product classification unit, a label graphic addition unit, and a classification and warehousing unit. The product classification unit is used to classify finished products according to preset product classification rules, obtain product category and model information, compress the product category and model information, add corresponding information level identification codes to obtain product-related information data packets, and send them to the comprehensive data management module. The label graphic addition unit is used to print frequency identification graphics on the outer packaging of various products according to their shipping frequency, and transmit the products with added frequency identification graphics to the classification and warehousing unit. The classification and warehousing unit is used to classify the products with added frequency identification graphics and store them in the finished product warehouse.

[0034] In this embodiment, the international logistics transportation management module is used to carry out cross-border transportation of various products in the finished goods warehouse according to product transportation needs;

[0035] Specifically, the international logistics transportation management module includes a transportation vehicle information management unit and a waybill management unit. The transportation vehicle information management unit is used to manage the type and model of transportation vehicles for cross-border transportation. It compresses the type and model of the transportation vehicles, adds corresponding information level identification codes to obtain transportation vehicle information data packets, and sends them to the integrated data management module. The waybill management unit is used to scan the cross-border transportation waybills for each batch of products, obtain waybill information, compress the waybill information, add corresponding information level identification codes to obtain waybill information data packets, and send them to the integrated data management module.

[0036] In this embodiment, the domestic warehousing management module is used to receive products that have completed cross-border transportation, identify the frequency identification graphics on the outer packaging of each type of product, obtain the shipment frequency information of each type of product, and store the products in the corresponding storage units in the warehouse according to the shipment frequency information of each type of product.

[0037] Specifically, such as Figure 3 As shown, the domestic warehousing management module includes a product receiving unit, a frequency identifier graphic recognition unit, a storage unit, a product storage unit, and a product retrieval unit. The product receiving unit receives products that have completed cross-border transportation and acquires images of each product containing a corresponding frequency identifier graphic (i.e., product frequency identifier graphic images) using an image capturing component. These images are then sent to the frequency identifier graphic recognition unit. The frequency identifier graphic recognition unit identifies the frequency identifier graphics in the product frequency identifier graphic images, obtains the feature information of the frequency identifier graphics, and determines the product's shipment priority information based on this feature information. The system collects and sends the product's shipment priority information to the storage compartment determination unit. The storage compartment determination unit determines the storage compartment for the product based on the product's shipment priority information and the path length information of each storage compartment from the warehouse exit. The product storage unit stores the corresponding product in the designated storage compartment based on the determined storage compartment information, compresses the storage compartment information and the corresponding product information stored therein, adds a corresponding information level identifier to obtain a storage compartment product data package, and sends it to the integrated data management module. The product retrieval unit retrieves the product from the corresponding storage compartment based on the shipping order.

[0038] Preferably, the image capturing component performs noise reduction and grayscale processing on the product frequency identification graphic image before sending it to the frequency identification graphic recognition unit.

[0039] Preferably, the processing procedure of the frequency identifier graphic recognition unit is as follows:

[0040] S101: Use a target recognition network trained on a large dataset to recognize the logo graphics in the product frequency logo image and obtain the logo graphic detection box. Search the logo graphic category-shipment frequency level database according to the logo graphic category information to obtain the shipment frequency level information of the current product.

[0041] S102: Then, the identification graphic detection box is cropped from the product frequency identification graphic image. The contour recognition function is used to detect the length of the identification graphic contour in the identification graphic detection box to obtain the identification graphic contour length information. Based on the identification graphic contour length information, the identification graphic contour length-shipment frequency sub-database under the corresponding shipment frequency level is searched to obtain the accurate shipment frequency information of the current product.

[0042] S103: Compare the current product's precise shipping frequency information with the pre-defined shipping priority level range to obtain the product's shipping priority level information.

[0043] In step S101, the identification graphic category-shipment frequency level database stores the correspondence between identification graphic categories and shipment frequency levels. This correspondence is dynamically updated based on the shipment volume of each product in the previous period.

[0044] In step S102, the identification graphic outline length-shipment frequency sub-database stores the correspondence between the identification graphic outline length and the shipment frequency. This correspondence is also dynamically updated based on the shipment volume of each product in the previous period.

[0045] It should be noted that, in this embodiment, the shapes of the identifier graphic include, but are not limited to, triangles, rectangles, circles, etc.

[0046] Preferably, in the storage cell determination unit, the higher the product's shipping priority, the shorter the path length of the storage cell unit where it is stored is from the warehouse exit. According to this rule, the storage cell units where each product is stored are determined sequentially. When a storage cell unit already contains a product, that storage cell unit is skipped, and the product is stored in the next storage cell unit.

[0047] By pre-setting frequency identification graphics on the outer packaging of products, subsequent identification can obtain the product's shipping priority information. Based on the product's shipping priority information, more reasonable storage units can be determined to store the products. This greatly reduces the outbound time and improves outbound efficiency. It also reduces warehousing costs to some extent (shorter outbound time means shorter distances traveled by the AGV, greatly reducing vehicle usage costs, and thus reducing warehousing costs), while also improving the user experience.

[0048] Preferably, both the product storage unit and the product retrieval unit are AGV trolleys, used to store products into or retrieve products from the storage unit.

[0049] In this embodiment, the domestic delivery management module is used to manage customer delivery information, compress the customer delivery information and add corresponding information level identification codes to obtain delivery information data packets, and send them to the integrated data management module;

[0050] Preferably, the customer's delivery information includes customer address information, customer name information, and customer contact information.

[0051] In this embodiment, the integrated data management module is used to receive and decompress various data packets, obtain the information level of the corresponding data packet according to the information level identification code, and store the information in the data packet separately according to different encryption levels. When accessing, the information content of different information levels can be accessed according to the account's permissions.

[0052] It should be noted that in this embodiment, the information level identifier code for customer delivery information is 1, indicating that the information level of customer delivery information is relatively high. The information level identifier code for other information besides customer delivery information is 2, indicating that the information level of other information is relatively low.

[0053] In summary, the risk data management system for cross-border supply chains described in the above embodiments, through multiple management modules, can comprehensively manage various types of information in the cross-border supply chain in a hierarchical manner, ensuring information security. Furthermore, by pre-installing frequency identification graphics on the product packaging, subsequent identification can obtain the product's shipping priority information, and based on this priority information, more reasonable storage units can be determined for storing the product. This significantly reduces outbound shipping time, improves outbound efficiency, reduces warehousing costs to some extent, and also enhances the user experience.

[0054] Furthermore, the terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one of that feature. In the description of this invention, "a plurality of" means at least two, such as two, three, etc., unless otherwise explicitly specified.

[0055] In the description of this specification, the references to terms such as "one embodiment," "some embodiments," "example," "specific example," or "some examples," etc., indicate that a specific feature, structure, material, or characteristic described in connection with that embodiment or example is included in at least one embodiment or example of the present invention. In this specification, the illustrative expressions of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the specific features, structures, materials, or characteristics described may be combined in any suitable manner in one or more embodiments or examples. Moreover, without contradiction, those skilled in the art can combine and integrate the different embodiments or examples described in this specification, as well as the features of different embodiments or examples.

[0056] Although embodiments of the present invention have been shown and described above, it is understood that the above embodiments are exemplary and should not be construed as limiting the present invention. Those skilled in the art can make changes, modifications, substitutions and variations to the above embodiments within the scope of the present invention.

Claims

1. A risk data management system for cross-border supply chains, characterized in that, include: The module includes: raw material procurement management, product warehousing management, international logistics and transportation management, domestic warehousing management, domestic distribution management, and comprehensive data management. The raw material procurement management module is used to manage the raw material procurement information for various products; The product warehousing management module is used to put finished products produced using raw materials from various products into the warehouse. The international logistics and transportation management module is used to transport various products in the finished goods warehouse across borders according to product transportation needs. The domestic warehousing management module is used to receive products that have completed cross-border transportation, identify the frequency identification graphics on the outer packaging of various products, obtain the shipment frequency information of various products, and store the products in the corresponding storage units in the warehouse according to the shipment frequency information of various products. The domestic delivery management module is used to manage customer delivery information; The integrated data management module is used for the comprehensive management of various types of information; The product warehousing management module includes a product classification unit, a label graphic addition unit, and a classification and warehousing unit. The product classification unit classifies finished products according to preset product classification rules, obtains product category and model information, compresses the product category and model information, adds corresponding information level identification codes to obtain a product-related information data package, and sends it to the integrated data management module. The label graphic addition unit prints frequency identification graphics on the outer packaging of various products according to their shipping frequency, and transmits the products with added frequency identification graphics to the classification and warehousing unit. The classification and warehousing unit classifies the products with added frequency identification graphics and stores them in the finished product warehouse. The international logistics transportation management module includes a transportation vehicle information management unit and a waybill management unit. The transportation vehicle information management unit manages the type and model of transportation vehicles used in cross-border transportation. It compresses the type and model of the transportation vehicles, adds corresponding information level identification codes to obtain transportation vehicle information data packets, and sends them to the integrated data management module. The waybill management unit scans the cross-border transportation waybills for each batch of products, obtains waybill information, compresses the waybill information, adds corresponding information level identification codes to obtain waybill information data packets, and sends them to the integrated data management module. The domestic warehousing management module includes a product receiving unit, a frequency identifier graphic recognition unit, a storage unit, a product storage unit, and a product retrieval unit. The product receiving unit is used to receive products that have completed cross-border transportation and to acquire images of each product containing a frequency identifier graphic through an image capturing component, i.e., product frequency identifier graphic images. The frequency identifier graphic recognition unit is used to identify the frequency identifier graphic in the product frequency identifier graphic image, obtain the feature information of the frequency identifier graphic, and obtain the product's shipment priority information based on the feature information of the frequency identifier graphic; the storage compartment determination unit is used to determine the storage compartment unit where the product is stored based on the product's shipment priority information and the path length information of each storage compartment unit in the warehouse from the warehouse exit; the product storage unit is used to store the corresponding product into the corresponding storage compartment unit according to the determined product storage compartment unit information, compress the storage compartment unit and the corresponding product information stored therein, add the corresponding information level identification code to obtain the storage compartment product data packet, and send it to the integrated data management module; the product retrieval unit is used to retrieve the product from the corresponding storage compartment unit according to the shipping order. The processing procedure of the frequency identifier graphic recognition unit is as follows: S101: Use the target recognition network trained on the dataset to recognize the logo graphics of the product frequency logo graphic image and obtain the logo graphic detection box. Search in the logo graphic category-shipment frequency level database according to the category information of the logo graphics to obtain the shipment frequency level information of the current product. S102: Then, the identification graphic detection box is cropped from the product frequency identification graphic image. The contour recognition function is used to detect the length of the identification graphic contour in the identification graphic detection box to obtain the identification graphic contour length information. Based on the identification graphic contour length information, the identification graphic contour length-shipment frequency sub-database under the corresponding shipment frequency level is searched to obtain the accurate shipment frequency information of the current product. S103: Compare the current product's precise shipment frequency information with the pre-defined shipment priority level range to obtain the product's shipment priority level information; In the storage cell determination unit, the higher the product's shipping priority, the shorter the path length of the storage cell unit where it is stored is from the warehouse exit. According to this rule, the storage cell units where each product is stored are determined in sequence.

2. A risk data management system for cross-border supply chains according to claim 1, characterized in that: The raw material procurement management module includes a procurement price management unit and a procurement quantity management unit; The procurement price management unit is used to uniformly record the raw material procurement prices of various products and create a first chart associated with the procurement date. After compressing the first chart and adding the corresponding information level identification code, a first chart data package is obtained and sent to the comprehensive data management module. The procurement quantity management unit is used to uniformly record the raw material procurement quantities of various products and create a second chart associated with the procurement date. After compressing the second chart and adding the corresponding information level identification code, a second chart data package is obtained and sent to the comprehensive data management module.

3. A risk data management system for cross-border supply chains according to claim 1, characterized in that: Customer delivery information includes customer address, customer name, and customer contact information.

4. A risk data management system for cross-border supply chains according to claim 1, characterized in that: The integrated data management module receives and decompresses various data packets, obtains the information level of the corresponding data packet according to the information level identifier code, and stores the information in the data packet separately according to the different encryption levels of the information level.

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