Intelligent stock management and control method and system, terminal and medium

Abstract

The invention discloses an intelligent stock-up management and control method and system, a terminal and a medium, and the method comprises the steps: obtaining the product information of stock-up products, grouping the stock-up products according to the product relevance based on the product information, obtaining a plurality of product association groups, and enabling each product association group to correspond to a product type; counting product types of out-of-stock products, and determining a target product association group corresponding to the out-of-stock products based on the product types of the out-of-stock products; and determining a target replenishment product based on the determined target product association group, and making a stocking plan based on the target replenishment product. According to the method and the device, the corresponding target replenishment product can be determined according to the out-of-stock product, and the target replenishment product is determined based on the target product association group corresponding to the out-of-stock product, so that the out-of-stock product and the target replenishment product belong to the same target product association group, and stock-up can be performed based on products similar to the out-of-stock product; therefore, a better stock-up plan can be made conveniently.

Description

Technical Field

[0001] The present invention relates to the technical field of product stocking, and in particular to an intelligent stocking management and control method, system, terminal and medium. Background Art

[0002] In the prior art, when preparing for stocking each product, data analysis is performed separately. If a product is out of stock, the out-of-stock product is prepared without considering the correlation between products, resulting in a single and irreplaceable stocking plan. In particular, when an out-of-stock product cannot be prepared due to inventory problems, the out-of-stock product will be out of stock, which is not conducive to product sales.

[0003] Therefore, the prior art still needs to be improved and enhanced. Summary of the invention

[0004] The technical problem to be solved by the present invention is that, in response to the above-mentioned defects of the prior art, an intelligent stocking management and control method, system, terminal and medium are provided, aiming to solve the problems in the prior art that the correlation between products is not taken into account when stocking out-of-stock products, resulting in a single and irreplaceable stocking plan.

[0005] In order to solve the above technical problems, the technical solution adopted by the present invention is as follows:

[0006] In a first aspect, the present invention provides an intelligent stocking management and control method, wherein the method comprises:

[0007] Acquire product information of the stocked products, and group the stocked products according to product relevance based on the product information to obtain a plurality of product association groups, wherein each product association group corresponds to a product type;

[0008] Counting the product types of out-of-stock products, and determining the target product association group corresponding to the out-of-stock products based on the product types of the out-of-stock products;

[0009] Based on the determined target product association group, a target replenishment product is determined, and a stocking plan is formulated based on the target replenishment product.

[0010] In one implementation, the stock products are grouped according to product association based on the product information to obtain a plurality of product association groups, including:

[0011] Based on the product information, determine the storage location of all stocked products;

[0012] Determining product associations between the stocked products based on storage locations of all the stocked products;

[0013] The stock products are grouped based on the product association to obtain a plurality of product association groups.

[0014] In one implementation, determining the product associations between the stock products based on the storage locations of all the stock products includes:

[0015] Based on the storage locations of all stocked products, determine the distance information between the stocked products;

[0016] Based on the distance information, determine the stock products whose distance information is within a preset range;

[0017] The stock products whose distance information is within a preset range are regarded as stock products of the same product type.

[0018] In one implementation, determining the product associations between the stock products based on the storage locations of all the stock products includes:

[0019] Based on the storage locations of all stock products, determine the stock products that belong to the same layer on the shelf;

[0020] The stocking products belonging to the same layer are regarded as the stocking products of the same product type.

[0021] In one implementation, determining the target replenishment product based on the determined target product association group includes:

[0022] Acquire a product list in the target product association group, wherein the product list includes all stocked products in the target product association group;

[0023] Based on the product list, determine the inventory information of each product in the product list;

[0024] Based on the inventory information, the target replenishment product is determined.

[0025] In one implementation, determining the target replenishment product based on the inventory information includes:

[0026] Based on the inventory information, determine the stock product with the largest quantity, and use the stock product with the largest quantity as the target replenishment product;

[0027] or,

[0028] Based on the inventory information, candidate products that meet the out-of-stock quantity of the out-of-stock product are determined, and any product among the candidate products is used as a target replenishment product.

[0029] In one implementation, the formulating a stocking plan based on the target replenishment product includes:

[0030] Get the out-of-stock quantity of out-of-stock products;

[0031] The out-of-stock quantity is used as the target replenishment product and / or the replenishment quantity of the out-of-stock product to obtain the stocking plan.

[0032] In a second aspect, an embodiment of the present invention further provides an intelligent stocking management and control system, wherein the system includes:

[0033] A product correlation analysis module, used to obtain product information of stock products, and group the stock products according to product correlation based on the product information to obtain a number of product correlation groups, wherein each product correlation group corresponds to a product type;

[0034] a target product association group determination module, used to count the product types of out-of-stock products and determine the target product association group corresponding to the out-of-stock products based on the product types of the out-of-stock products;

[0035] The stocking plan formulation module is used to determine the target replenishment product based on the determined target product association group, and formulate a stocking plan based on the target replenishment product.

[0036] In a third aspect, an embodiment of the present invention further provides a terminal, wherein the terminal includes a memory, a processor, and an intelligent stocking program based on product correlation stored in the memory and executable on the processor, and when the processor executes the intelligent stocking program based on product correlation, the steps of the intelligent stocking control method of any one of the above-mentioned schemes are implemented.

[0037] In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium, wherein an intelligent stocking program based on product correlation is stored on the computer-readable storage medium, and when the intelligent stocking program based on product correlation is executed by a processor, the steps of the intelligent stocking control method described in any one of the above-mentioned schemes are implemented.

[0038] Beneficial effects: Compared with the prior art, the present invention provides an intelligent stocking management and control method. The present invention first obtains the product information of the stocking products, and groups the stocking products according to the product association based on the product information to obtain a number of product association groups, wherein each product association group corresponds to a product type. Then, the product types of the out-of-stock products are counted, and the target product association group corresponding to the out-of-stock products is determined based on the product types of the out-of-stock products. Finally, based on the determined target product association group, the target replenishment product is determined, and a stocking plan is formulated based on the target replenishment product. The present invention can determine the corresponding target replenishment product based on the out-of-stock product, and the target replenishment product is determined based on the target product association group corresponding to the out-of-stock product. Therefore, the out-of-stock product and the target replenishment product belong to the same target product association group, and the out-of-stock product can be replaced with the target replenishment product. In this way, the stocking can be based on products similar to the out-of-stock product, thereby facilitating the formulation of a better stocking plan. BRIEF DESCRIPTION OF THE DRAWINGS

[0039] Figure 1 A flowchart of a preferred embodiment of the intelligent inventory management and control method provided in an embodiment of the present invention.

[0040] Figure 2 A schematic diagram of the architecture of an intelligent inventory management and control system provided in an embodiment of the present invention.

[0041] Figure 3 A functional block diagram of a terminal provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0042] In order to make the purpose, technical solution and effect of the present invention clearer and more specific, the present invention is further described in detail with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.

[0043] The flowcharts shown in the accompanying drawings are only examples and do not necessarily include all the contents and operations or steps, nor must they be executed in the order described. For example, some operations or steps may also be decomposed, combined or partially merged, so the actual execution order may change according to actual conditions.

[0044] It should be understood that the terms used in this specification of the present invention are only for the purpose of describing specific embodiments and are not intended to limit the present invention. As used in the specification of the present invention and the appended claims, unless the context clearly indicates otherwise, the singular forms "a", "an" and "the" are intended to include plural forms.

[0045] It should be understood that, in order to clearly describe the technical solutions of the embodiments of the present invention, in the embodiments of the present invention, words such as "first" and "second" are used to distinguish between identical or similar items with substantially identical functions and effects. For example, the first control information and the second control information are only used to distinguish different control information, and their order is not limited.

[0046] Those skilled in the art can understand that the words "first", "second", etc. do not limit the quantity and execution order, and the words "first", "second", etc. do not necessarily limit the differences.

[0047] It should be further understood that the term “and / or” used in the present specification and the appended claims refers to any and all possible combinations of one or more of the associated listed items, and includes these combinations.

[0048] In order to solve the problems of the prior art, the present embodiment provides an intelligent stocking control method. The method based on the present embodiment can stock products similar to out-of-stock products, so as to facilitate the formulation of a better stocking plan. In specific application, the present embodiment first obtains the product information of the stocking products, and groups the stocking products according to the product association based on the product information to obtain a number of product association groups, wherein each product association group corresponds to a product type. Then, the product types of out-of-stock products are counted, and the target product association group corresponding to the out-of-stock products is determined based on the product types of the out-of-stock products. Finally, based on the determined target product association group, the target replenishment product is determined, and a stocking plan is formulated based on the target replenishment product. It can be seen that the present embodiment can determine the corresponding target replenishment product according to the out-of-stock product, and the target replenishment product is determined based on the target product association group corresponding to the out-of-stock product. Therefore, the out-of-stock product and the target replenishment product belong to the same target product association group, and the out-of-stock product can be replaced with the target replenishment product, so as to better specify the stocking plan.

[0049] The intelligent inventory management and control method of this embodiment can be applied to a terminal, which can be a mobile phone, a smart TV, a computer or other product terminal. Figure 1 As shown in , the intelligent stocking control method of this embodiment includes the following steps:

[0050] Step S100: Obtain product information of stock products, and group the stock products according to product association based on the product information to obtain a plurality of product association groups, wherein each product association group corresponds to a product type.

[0051] The stock products of this embodiment include all products on the shelves, and the product information is used to distinguish each stock product and each type of stock products. The product information of this embodiment includes information such as product name, product type, product function (or product use) and product introduction. After obtaining the product information of all stock products, the stock products are grouped according to the product information. When grouping, the stock products can be grouped according to product relevance, thereby obtaining several product association groups, each product association group corresponds to a product type, so each product association group includes stock products of the same product type. The present invention is conducive to determining similar products corresponding to out-of-stock products, that is, products belonging to the same product association group, by grouping stock products.

[0052] In one implementation, when grouping the stocked products, this embodiment includes the following steps:

[0053] Step S101: Determine the storage locations of all stocked products based on the product information;

[0054] Step S102: determining the product associations between the stock products based on the storage locations of all the stock products;

[0055] Step S103: grouping the stocked products based on the product association to obtain a plurality of product association groups.

[0056] Specifically, the present embodiment can obtain the product information of the stocked product, and then determine the storage location of the stocked product according to the product information. The storage location refers to the storage location of the stocked product on the shelf or container. Generally speaking, on the shelf or container, the products on the same layer belong to the same product type. In other words, the products of the same product type are placed in the same area. In practical applications, the product function (or product use) in the product information corresponds to the storage location, and the correspondence between the product function and the storage location is pre-set, and the storage location can be accurate to the row and storage area of ​​a certain shelf. Based on this, after obtaining the product information, the present embodiment can determine the corresponding storage location according to the product in the product information, and then determine the product association between the products according to the determined storage locations of all stocked products. In this embodiment, the product association reflects which products belong to the same product type among all the stocked products.

[0057] In specific applications, this embodiment can determine the distance information between stock products based on the storage positions of all stock products. Since the storage position of this embodiment can reflect the row and storage area of ​​the corresponding stock product on the shelf, the distance information can reflect how many rows or storage areas the stock products are directly separated by, and thus the specific value of the distance information can also be determined. This embodiment can reflect which stock products are stored close to each other and which stock products belong to the same product type based on the distance information. In one implementation, this embodiment can compare the distance information with a preset distance threshold after determining the distance information between the stock products. If the distance information between the stock products is less than the preset threshold, it means that the distance information between these stock products is within a preset range. For stock products on shelves or racks, products of the same product type are placed relatively close, so this embodiment can use these distance information within the preset range as stock products of the same product type, thereby obtaining product associations between stock products.

[0058] In another implementation, after obtaining the storage locations of all stock products, this embodiment can further determine the stock products that belong to the same layer on the shelf, that is, determine which stock products are stored on the same layer. In actual applications, stock products of the same product type are generally stored on the same layer on the shelf. Therefore, this embodiment can directly regard the stock products belonging to the same layer as stock products of the same product type, thereby obtaining product associations between the stock products.

[0059] Furthermore, after obtaining the product associations between the stock products, this embodiment can group the stock products based on the product associations to obtain several product association groups. Since the product associations of this embodiment reflect which products belong to the same product type among all the stock products. Therefore, this embodiment can group the stock products belonging to the same product type into a group, and then obtain several product association groups, and each product association group corresponds to a product type. The several product association groups determined by this embodiment will all be recorded for traceability. In this embodiment, the number of stock products included in each product association group is not limited, and can be one or more, which can be determined specifically according to the inventory situation.

[0060] Step S200: Count the product types of out-of-stock products, and determine the target product association group corresponding to the out-of-stock products based on the product types of the out-of-stock products.

[0061] When taking inventory of products, this embodiment can count the product types of out-of-stock products, and then determine the corresponding target product association group based on the product types of the out-of-stock products. The target product association group refers to the product association group where the out-of-stock products are located, that is, the product association group corresponding to the product type of the out-of-stock products. This embodiment determines the target product association group to facilitate finding out products that are related to the out-of-stock products or products that are similar to the out-of-stock products, so as to better formulate a stocking plan.

[0062] Step S300: determine a target replenishment product based on the determined target product association group, and formulate a stocking plan based on the target replenishment product.

[0063] When determining the target product association group corresponding to the out-of-stock product, this embodiment can determine the target replenishment product based on the target product association group. The target replenishment product is a product similar to the out-of-stock product. In this way, the target replenishment product can be considered when formulating a stocking plan. Compared with the traditional stocking plan formulation scheme, this embodiment considers similar products of the out-of-stock product and adds a replaceable scheme. In the subsequent stocking process, the target replenishment product can be considered to replace the out-of-stock product for stocking, which improves the application scenarios of the stocking plan and makes it more convenient to implement product stocking.

[0064] In one implementation, when determining the target replenishment product, this embodiment includes the following steps:

[0065] Step S301: Obtain a product list in the target product association group, wherein the product list includes all stocked products in the target product association group;

[0066] Step S302: Based on the product list, determine the inventory information of each product in the product list;

[0067] Step S303: Determine the target replenishment product based on the inventory information.

[0068] Specifically, after determining the target product association group of the out-of-stock product, this embodiment can count all the stock products in the target product association group to obtain a product list, which includes all the stock products in the target product association group. In actual application, all the stock products in the target product association group are similar to the out-of-stock product, but when formulating the stocking plan, all the stock products in the target product association group will not be considered. It is necessary to screen all the stock products in the target product association group to determine the target replenishment product. The target replenishment product is the most suitable stock product screened out. The target replenishment product can be used as a substitute product for the out-of-stock product, thereby being added to the stocking plan. In actual application, after obtaining the product list of the target product association group, this embodiment determines the inventory information of each product in the product list, and the inventory information is the remaining quantity of each product in the stocking warehouse. This embodiment can determine the target replenishment product based on the inventory information.

[0069] In one implementation, this embodiment may determine the largest number of stock products based on the inventory information. The largest number of stock products can satisfy the situation that they may be out of stock, and can also provide sufficient supply for the out-of-stock products. Therefore, this embodiment may use the largest number of stock products as the target replenishment products, so that it can be ensured that the out-of-stock products can be fully replenished. In another implementation, this embodiment may also determine the candidate products that meet the out-of-stock quantity of the out-of-stock products based on the inventory information, and use any of the candidate products as the target replenishment product. Specifically, this embodiment may first determine the out-of-stock quantity of the out-of-stock products, and then determine the candidate products that meet the out-of-stock quantity based on the inventory information, that is, find the candidate products whose inventory quantity is greater than or equal to the out-of-stock quantity from the inventory information, and then use any of the candidate products as the target replenishment product, so that the target replenishment product can also be determined. In actual applications, after determining the candidate products, this embodiment can further screen these candidate products, eliminate the products that are out of stock among the candidate products, and then use any product among the remaining candidate products as the target replenishment product. In this way, the target replenishment product determined can not only meet the replenishment demand of the out-of-stock products, but also avoid the situation where the product itself is out of stock and cannot be replenished. The determined target replenishment product is also more appropriate.

[0070] In addition, when determining the target replenishment product, the embodiment can also calculate the correlation between all stock products and out-of-stock products in the target product association group, thereby determining the stock product that is most closely associated with the out-of-stock product according to the correlation, and use the stock product as the target replenishment product. Specifically, the embodiment can further determine the distance between all stock products and out-of-stock products in the target product association group, and then determine the coefficient corresponding to each distance based on the interval where the distance is located, and the coefficient can reflect the correlation between the stock product and the out-of-stock product. To this end, the embodiment can pre-set the corresponding relationship between the distance interval and the coefficient, so that it is convenient to determine the coefficient corresponding to the distance between each stock product and the out-of-stock product in the target product association group, and then obtain the correlation between each stock product and the out-of-stock product. In this embodiment, the stock product with the highest correlation or the top correlation ranking (such as the top three) can be used as the target replenishment product. In this embodiment, the target replenishment product is determined based on the correlation, and the product that best matches and is suitable for the out-of-stock product can be found.

[0071] After determining the target replenishment product, this embodiment can obtain the out-of-stock quantity of the out-of-stock product, and use the out-of-stock quantity as the replenishment quantity of the target replenishment product and / or the out-of-stock product to obtain the stocking plan. That is to say, the stocking plan of this embodiment not only includes the replenishment quantity of the out-of-stock product itself, but also includes the replenishment quantity of the target replenishment product, and the replenishment quantity of the out-of-stock product and the replenishment quantity of the target replenishment product are both specified based on the out-of-stock quantity. In actual application, the replenishment quantity can be greater than or equal to the out-of-stock quantity, so that the replenishment demand can be fully met. In the actual stocking process, the stocking staff can also make a selection based on the formulated stocking plan, so that the stocking staff can prepare the stock according to the actual situation when preparing the stock. For example, when it is found that the inventory of the out-of-stock product is insufficient during stocking, the target replenishment product can be used to supplement it, thereby realizing the use of alternative products to fill the shortage of the out-of-stock product and realizing more convenient stocking.

[0072] Based on the above embodiments, the present invention also provides an intelligent stocking control system. Figure 2 As shown in , the system of this embodiment includes: a product correlation analysis module 10, a target product association group determination module 20, and a stocking plan formulation module 30. Specifically, the product correlation analysis module 10 is used to obtain product information of stocked products, group the stocked products according to product correlation based on the product information, and obtain a number of product association groups, wherein each product association group corresponds to a product type. The target product association group determination module 20 is used to count the product types of out-of-stock products, and determine the target product association group corresponding to the out-of-stock products based on the product types of the out-of-stock products. The stocking plan formulation module 30 is used to determine the target replenishment product based on the determined target product association group, and formulate a stocking plan based on the target replenishment product.

[0073] In one implementation, the product relevance analysis module 10 includes:

[0074] A storage location determination unit, configured to determine the storage locations of all stocked products based on the product information;

[0075] A product correlation determination unit, configured to determine the product correlation between the stock products based on the storage locations of all the stock products;

[0076] The product association group determination unit is used to group the stock products based on the product association to obtain a plurality of product association groups.

[0077] In one implementation, the product relevance determination unit includes:

[0078] A distance information determination subunit, used to determine distance information between stock products based on storage locations of all stock products;

[0079] A stock product analysis subunit, configured to determine, based on the distance information, stock products whose distance information is within a preset range;

[0080] The first same-type product analysis subunit is used to take the stock products whose distance information is within a preset range as the stock products of the same product type.

[0081] In one implementation, the product relevance determination unit includes:

[0082] A same-layer product analysis subunit is used to determine the stock products belonging to the same layer on the shelf based on the storage locations of all stock products;

[0083] The second same-type product analysis subunit is used to treat the stock products belonging to the same layer as stock products of the same product type.

[0084] In one implementation, the stocking plan formulation module 30 includes:

[0085] A product list analysis unit, configured to obtain a product list in the target product association group, wherein the product list includes all stocked products in the target product association group;

[0086] An inventory information analysis unit, configured to determine inventory information of each product in the product list based on the product list;

[0087] The target replenishment product determining unit is used to determine the target replenishment product based on the inventory information.

[0088] In one implementation, the target replenishment product determination unit includes:

[0089] A first determining subunit is used to determine the stock product with the largest quantity based on the inventory information, and use the stock product with the largest quantity as the target replenishment product;

[0090] The second determining subunit is configured to determine, based on the inventory information, candidate products that satisfy the out-of-stock quantity of the out-of-stock product, and use any one of the candidate products as a target replenishment product.

[0091] In one implementation, the stocking plan formulation module 30 further includes:

[0092] An out-of-stock quantity determination unit, used to obtain the out-of-stock quantity of the out-of-stock product;

[0093] A stocking plan determining unit is used to use the out-of-stock quantity as the target replenishment product and / or the replenishment quantity of the out-of-stock product to obtain the stocking plan.

[0094] The working principles of each module in the intelligent inventory management and control system of this embodiment are the same as the principles of each step in the above method embodiment, and will not be repeated here.

[0095] Each module in the above-mentioned intelligent inventory management and control system can be implemented in whole or in part by software, hardware and their combination. Each of the above-mentioned modules can be embedded in or independent of the processor in the terminal in the form of hardware, or can be stored in the memory in the terminal in the form of software, so that the processor can call and execute the operations corresponding to each of the above modules.

[0096] Based on the above embodiment, the present invention further provides a terminal, the principle block diagram of the terminal can be as follows: Figure 3 The terminal may include one or more processors 100 ( Figure 3 Only one is shown in the figure), a memory 101 and a computer program 102 stored in the memory 101 and executable on one or more processors 100, for example, a sleep analysis program based on multi-sensor data. When one or more processors 100 execute the computer program 102, the various steps in the embodiment of the sleep analysis method based on multi-sensor data can be implemented. Alternatively, when one or more processors 100 execute the computer program 102, the functions of various modules / units in the embodiment of the sleep analysis system based on multi-sensor data can be implemented, which is not limited here.

[0097] In one embodiment, the processor 100 may be a central processing unit (CPU), or other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor may be a microprocessor or any conventional processor, etc.

[0098] In one embodiment, the memory 101 may be an internal storage unit of an electronic device, such as a hard disk or memory of the electronic device. The memory 101 may also be an external storage device of the electronic device, such as a plug-in hard disk, a smart media card (SMC), a secure digital (SD) card, a flash card, etc. equipped on the electronic device. Further, the memory 101 may also include both an internal storage unit of the electronic device and an external storage device. The memory 101 is used to store computer programs and other programs and data required by the terminal. The memory 101 may also be used to temporarily store data that has been output or is to be output.

[0099] Those skilled in the art will understand that Figure 3 The principle block diagram shown in the figure is only a block diagram of a partial structure related to the scheme of the present invention, and does not constitute a limitation on the terminal to which the scheme of the present invention is applied. The specific terminal may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.

[0100] Those of ordinary skill in the art can understand that all or part of the processes in the above-mentioned embodiment methods can be completed by instructing the relevant hardware through a computer program, and the computer program can be stored in a non-volatile computer-readable storage medium. When the computer program is executed, it can include the processes of the embodiments of the above-mentioned methods. Among them, any reference to memory, storage, operating database or other media used in the embodiments provided by the present invention may include non-volatile and / or volatile memory. Non-volatile memory may include read-only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM) or flash memory. Volatile memory may include random access memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in many forms, such as static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double operational data rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), etc.

[0101] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. An intelligent stocking management and control method, characterized in that: The method comprises: Acquire product information of the stocked products, and group the stocked products according to product relevance based on the product information to obtain a plurality of product association groups, wherein each product association group corresponds to a product type; Counting the product types of out-of-stock products, and determining the target product association group corresponding to the out-of-stock products based on the product types of the out-of-stock products; Based on the determined target product association group, a target replenishment product is determined, and a stocking plan is formulated based on the target replenishment product.

2. The intelligent stocking control method according to claim 1 is characterized in that: The step of grouping the stocked products according to product association based on the product information to obtain a plurality of product association groups includes: Based on the product information, determine the storage location of all stocked products; Determining product associations between the stocked products based on storage locations of all the stocked products; The stock products are grouped based on the product association to obtain a plurality of product association groups.

3. The intelligent stocking control method according to claim 2 is characterized in that: The determining the product association between the stock products based on the storage locations of all the stock products includes: Based on the storage locations of all stocked products, determine the distance information between the stocked products; Based on the distance information, determine the stock products whose distance information is within a preset range; The stock products whose distance information is within a preset range are regarded as stock products of the same product type.

4. The intelligent stocking control method according to claim 2 is characterized in that: The determining the product association between the stock products based on the storage locations of all the stock products includes: Based on the storage locations of all stock products, determine the stock products that belong to the same layer on the shelf; The stocking products belonging to the same layer are regarded as the stocking products of the same product type.

5. The intelligent stocking control method according to claim 1 is characterized in that: The step of determining the target replenishment product based on the determined target product association group includes: Acquire a product list in the target product association group, wherein the product list includes all stocked products in the target product association group; Based on the product list, determine the inventory information of each product in the product list; Based on the inventory information, the target replenishment product is determined.

6. The intelligent stocking control method according to claim 5 is characterized in that: The determining the target replenishment product based on the inventory information includes: Based on the inventory information, determine the stock product with the largest quantity, and use the stock product with the largest quantity as the target replenishment product; or, Based on the inventory information, candidate products that meet the out-of-stock quantity of the out-of-stock product are determined, and any product among the candidate products is used as a target replenishment product.

7. The intelligent stocking control method according to claim 6 is characterized in that: The formulating a stocking plan based on the target replenishment product includes: Get the out-of-stock quantity of out-of-stock products; The out-of-stock quantity is used as the target replenishment product and / or the replenishment quantity of the out-of-stock product to obtain the stocking plan.

8. An intelligent stocking management and control system, characterized in that: The system comprises: A product correlation analysis module, used to obtain product information of stock products, and group the stock products according to product correlation based on the product information to obtain a number of product correlation groups, wherein each product correlation group corresponds to a product type; a target product association group determination module, used to count the product types of out-of-stock products and determine the target product association group corresponding to the out-of-stock products based on the product types of the out-of-stock products; The stocking plan formulation module is used to determine the target replenishment product based on the determined target product association group, and formulate a stocking plan based on the target replenishment product.

9. A terminal, characterized in that: The terminal includes a memory, a processor, and an intelligent stocking program based on product association stored in the memory and executable on the processor. When the processor executes the intelligent stocking program based on product association, the steps of the intelligent stocking management and control method as described in any one of claims 1 to 7 are implemented.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores an intelligent stocking program based on product relevance. When the intelligent stocking program based on product relevance is executed by the processor, the steps of the intelligent stocking management and control method according to any one of claims 1 to 7 are implemented.

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