Intelligent warehouse management method and system based on artificial intelligence

Abstract

The invention provides an intelligent warehouse management method and system based on artificial intelligence, and relates to the technical field of intelligent warehousing, and the method comprises the steps: dividing an initial storage region in a preset division mode to obtain a target storage region, storing a first cargo in a public region when the first cargo and a second cargo are stored for the first time, and storing the second cargo in a public region; when the first goods in the public area are used up, the second goods are stored in the public area, and when the second goods in the public area are used up, the first goods are stored in the public area, so that the storage space of the public area can be recycled, and the goods in the first area, the second area and the public area can be used; and meanwhile, each area is not idle, so that the space utilization is optimized, and the effect of improving the space utilization rate is achieved.

Description

Technical Field

[0001] The present application relates to the field of intelligent warehousing technology, and specifically to an intelligent warehousing management method and system based on artificial intelligence. Background Art

[0002] During the production process, the same type of goods need to be stored in the same storage area. Centralized storage facilitates inspection and maintenance of the goods to ensure that the materials used meet the standards. And through classified storage, it is easier to track inventory levels and avoid material shortages or surpluses.

[0003] Currently, the same type of goods are stored in the same storage area (which can be stored in a stacked manner), and the goods need to be used for a period of time before they are replenished. During the use of the goods and when the replenishment volume has not been reached, there are idle areas in the storage area, resulting in a large amount of storage space being wasted in the warehouse. Summary of the invention

[0004] In view of the shortcomings of the related technologies mentioned above, the present application provides an intelligent warehouse management method and system based on artificial intelligence to solve the above technical problems.

[0005] The present application provides an intelligent warehouse management method based on artificial intelligence, comprising: Acquire storage information of the first cargo and storage information of the second cargo; Based on the storage information of the first goods and the storage information of the second goods, the target storage area is divided in the initial storage area in a preset division manner, and the target storage area includes a first area for storing the first goods, a second area for storing the second goods, and a public area for storing the first goods or the second goods; wherein the consumption time of the first goods in the first area is greater than the consumption time of the second goods in the public area, and the consumption time of the second goods in the second area is greater than the consumption time of the first goods in the public area; When storing the first goods and the second goods for the first time, performing a first storage step, wherein the first storage step includes storing the first goods in the first area and the public area, and storing the second goods in the second area; When the first goods in the public area are consumed, performing a second storage step, wherein the second storage step includes storing the first goods in the first area and storing the second goods in the second area and the public area; When the second goods in the public area are consumed, the first storing step is performed.

[0006] In one embodiment of the present application, the storage information includes a preset maximum inventory quantity, a preset safety inventory quantity, and a consumption rate of goods, the first area includes a first basic area and a first transition area, the second area includes a second basic area and a second transition area, and based on the storage information of the first goods and the storage information of the second goods, the target storage area is obtained by dividing the initial storage area in a preset division manner, including: Determine a preset safety stock quantity of the first commodity as a first basic storage quantity, where the first basic storage quantity is a storage quantity of a first basic area; Determine the preset safety stock quantity of the second commodity as the second basic storage quantity, where the second basic storage quantity is the storage quantity of the second basic area; The first transition storage capacity, the public storage capacity and the second transition storage capacity are determined based on the first consumption rate, the preset maximum inventory of the first cargo, the second consumption rate, the preset maximum inventory of the second cargo, the first basic storage capacity and the second basic storage capacity, the first consumption rate is the consumption rate of the first cargo, the second consumption rate is the consumption rate of the second cargo, the first transition storage capacity is the storage capacity of the first transition area, the public storage capacity is the storage capacity of the public area, and the second transition storage capacity is the storage capacity of the second transition area.

[0007] In one embodiment of the present application, based on the first consumption rate, the preset maximum inventory of the first commodity, the second consumption rate, the preset maximum inventory of the second commodity, the first basic storage volume, and the second basic storage volume, determining the first transition storage volume, the common storage volume, and the second transition storage volume includes: determining a first difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the first commodity; determining a second difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the second commodity; A first transition storage amount, a common storage amount, and a second transition storage amount are determined according to the first difference, the second difference, the first consumption rate, and the second consumption rate.

[0008] In one embodiment of the present application, the storage information includes multiple historical inventory quantities and the time corresponding to each historical inventory quantity, and based on the first consumption rate, the preset maximum inventory quantity of the first commodity, the second consumption rate, the preset maximum inventory quantity of the second commodity, the first basic storage quantity, and the second basic storage quantity, the first transition storage quantity, the common storage quantity, and the second transition storage quantity are determined, including: Determine the sum of the historical inventory of the first commodity and the historical inventory of the second commodity at each time, and determine the maximum value of the sum as the historical maximum storage quantity; Determine a first group of storage amounts according to the first consumption rate, the second consumption rate, the first basic storage amount, the second basic storage amount, and the historical maximum storage amount, wherein the first group of storage amounts includes a first storage amount in the first transition area, a first storage amount in the second transition area, and a first storage amount in the public area; Determine a second group of storage volumes according to the first consumption rate, the second consumption rate, the first basic storage volume, the second basic storage volume, the preset maximum inventory volume of the first goods, and the preset maximum inventory volume of the second goods, wherein the second group of storage volumes includes a second storage volume in the first transition area, a second storage volume in the second transition area, and a second storage volume in the common area; The minimum value of the first group storage amount and the second group storage amount is determined as the first transition storage amount, the second transition storage amount and the common storage amount.

[0009] In one embodiment of the present application, the method further includes: When the first consumption rate and / or the second consumption rate changes, the first transition storage capacity, the common storage capacity, and the second transition storage capacity are updated based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity.

[0010] To achieve the above objectives and other related objectives, the present application provides an intelligent warehouse management system based on artificial intelligence, including: A data acquisition module, used to acquire storage information of the first goods and storage information of the second goods; a determination module, configured to divide the initial storage area into target storage areas in a preset division manner based on the storage information of the first goods and the storage information of the second goods, wherein the target storage area includes a first area for storing the first goods, a second area for storing the second goods, and a common area for storing the first goods or the second goods; wherein the consumption time of the first goods in the first area is greater than the consumption time of the second goods in the common area, and the consumption time of the second goods in the second area is greater than the consumption time of the first goods in the common area; A first execution module, configured to execute a first storage step when storing the first goods and the second goods for the first time, wherein the first storage step includes storing the first goods in the first area and the public area, and storing the second goods in the second area; A second execution module, configured to execute a second storage step when the first goods in the public area are consumed, wherein the second storage step includes storing the first goods in the first area and storing the second goods in the second area and the public area; The third execution module is used to execute the first storage step when the second goods in the public area are consumed.

[0011] In one embodiment of the present application, the storage information includes a preset maximum inventory quantity, a preset safety inventory quantity, and a consumption rate of the goods, the first area includes a first basic area and a first transition area, the second area includes a second basic area and a second transition area, and the determination module further includes: A first determining unit, configured to determine a preset safety stock quantity of a first commodity as a first basic storage quantity, wherein the first basic storage quantity is a storage quantity of a first basic area; A second determining unit is used to determine a preset safety stock quantity of the second goods as a second basic storage quantity, where the second basic storage quantity is a storage quantity of a second basic area; The third determination unit is used to determine the first transition storage capacity, the public storage capacity, and the second transition storage capacity based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity, wherein the first consumption rate is the consumption rate of the first goods, the second consumption rate is the consumption rate of the second goods, the first transition storage capacity is the storage capacity of the first transition area, the public storage capacity is the storage capacity of the public area, and the second transition storage capacity is the storage capacity of the second transition area.

[0012] In one embodiment of the present application, the third determining unit is further configured to: determining a first difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the first commodity; determining a second difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the second commodity; A first transition storage amount, a common storage amount, and a second transition storage amount are determined according to the first difference, the second difference, the first consumption rate, and the second consumption rate.

[0013] In one embodiment of the present application, the stored information includes a plurality of historical inventory quantities and the time corresponding to each historical inventory quantity, and the third determining unit is further configured to: Determine the sum of the historical inventory of the first commodity and the historical inventory of the second commodity at each time, and determine the maximum value of the sum as the historical maximum storage quantity; Determine a first group of storage amounts according to the first consumption rate, the second consumption rate, the first basic storage amount, the second basic storage amount, and the historical maximum storage amount, wherein the first group of storage amounts includes a first storage amount in the first transition area, a first storage amount in the second transition area, and a first storage amount in the public area; Determine a second group of storage volumes according to the first consumption rate, the second consumption rate, the first basic storage volume, the second basic storage volume, the preset maximum inventory volume of the first goods, and the preset maximum inventory volume of the second goods, wherein the second group of storage volumes includes a second storage volume in the first transition area, a second storage volume in the second transition area, and a second storage volume in the common area; The minimum value of the first group storage amount and the second group storage amount is determined as the first transition storage amount, the second transition storage amount and the common storage amount.

[0014] In one embodiment of the present application, the artificial intelligence-based intelligent warehouse management system further includes: An update module is used to update the first transition storage capacity, the common storage capacity, and the second transition storage capacity based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity when the first consumption rate and / or the second consumption rate changes.

[0015] As described above, the present application provides an intelligent warehouse management method and system based on artificial intelligence, which has the following beneficial effects: An intelligent warehouse management method based on artificial intelligence in the present application obtains a target storage area by dividing the initial storage area in a preset manner. When the first goods and the second goods are initially stored, the first goods are stored in the public area. When the first goods in the public area are consumed, the second goods are stored in the public area. When the second goods in the public area are consumed, the first goods are stored in the public area again. Such an arrangement can recycle the storage space in the public area. Goods in the first area, the second area, and the public area can all be used. At the same time, no area is idle, which optimizes space utilization and achieves the effect of improving space utilization.

[0016] It should be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the present application. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] The drawings herein are incorporated into the specification and constitute a part of the specification, showing embodiments consistent with the present application, and together with the specification, are used to explain the principles of the present application. Obviously, the drawings described below are only some embodiments of the present application, and for those of ordinary skill in the art, other drawings can be obtained based on these drawings without creative work. In the drawings: Figure 1 is a flow chart of an intelligent warehouse management method based on artificial intelligence shown in an exemplary embodiment of the present application; Figure 2 is a schematic diagram of a target storage area shown in an exemplary embodiment of the present application; Figure 3 is a schematic diagram of a target storage area shown in another exemplary embodiment of the present application; Figure 4It is a structural block diagram of an intelligent warehouse management system based on artificial intelligence shown as an exemplary embodiment of the present application. DETAILED DESCRIPTION

[0018] The following will describe the implementation methods of the present application with reference to the accompanying drawings and preferred embodiments. Those skilled in the art can easily understand other advantages and effects of the present application from the contents disclosed in this specification. The present application can also be implemented or applied through other different specific implementation methods, and the details in this specification can also be modified or changed in various ways based on different viewpoints and applications without departing from the spirit of the present application. It should be understood that the preferred embodiments are only for illustrating the present application, not for limiting the scope of protection of the present application.

[0019] It should be noted that the illustrations provided in the following embodiments are only schematic illustrations of the basic concept of the present application, and thus the drawings only show components related to the present application rather than being drawn according to the number, shape and size of components in actual implementation. In actual implementation, the type, quantity and proportion of each component may be changed at will, and the component layout may also be more complicated.

[0020] In the following description, a large number of details are discussed to provide a more thorough explanation of the embodiments of the present application. However, it is obvious to those skilled in the art that the embodiments of the present application can be implemented without these specific details. In other embodiments, well-known structures and devices are shown in the form of block diagrams rather than in detail to avoid making the embodiments of the present application difficult to understand.

[0021] See also Figure 1 , Figure 1 is a flow chart of an intelligent warehouse management method based on artificial intelligence, which is shown in an exemplary embodiment of the present application. Figure 1 It can be seen that the intelligent warehouse management method based on artificial intelligence can include: Step S110, obtaining storage information of the first cargo and storage information of the second cargo.

[0022] In one embodiment of the present application, the first goods and the second goods may be goods of different products and different types. For example, the first goods may be component a required for producing product A, and the second goods may be component b required for producing product B.

[0023] It should be noted that the factory can arrange production plans based on order conditions, market forecasts, and production capacity. If the number of orders received increases, the demand for raw materials will increase in order to meet production needs, and the corresponding inventory of goods will also need to increase; conversely, if the number of orders decreases, the inventory of goods will also decrease. The inventory of goods will also fluctuate seasonally. Therefore, the inventory of the first goods is different at different times, and the inventory of the second goods is also different at different times. The first goods and second goods of different products and types reach the maximum inventory at different times.

[0024] In a possible implementation, the storage information may include a preset maximum inventory quantity of the goods, a preset safety inventory quantity, a consumption rate, multiple historical inventory quantities of the goods, and the time corresponding to each historical inventory quantity.

[0025] Step S120: Based on the storage information of the first goods and the storage information of the second goods, the target storage area is obtained by dividing the initial storage area in a preset division manner.

[0026] The target storage area includes a first area for storing the first goods, a second area for storing the second goods, and a common area for storing the first goods or the second goods. The consumption time of the first goods in the first area is greater than the consumption time of the second goods in the common area, and the consumption time of the second goods in the second area is greater than the consumption time of the first goods in the common area.

[0027] In one embodiment of the present application, the public area may store only the first goods or only the second goods. When the second goods are stored in the public area, the first goods are stored in the first area, and the second goods are stored in the second area. As the second goods in the public area are consumed, the first goods in the first area are also consumed at the same time. When the second goods in the public area are consumed, there are still some first goods in the first area, that is, the consumption time of the first goods in the first area is greater than the consumption time of the second goods in the public area. When the first goods are stored in the public area, the first goods are stored in the first area, and the second goods are stored in the second area. As the first goods in the public area are consumed, the second goods in the second area are also consumed at the same time. When the first goods in the public area are consumed, there are still some second goods in the second area, that is, the consumption time of the second goods in the second area is greater than the consumption time of the first goods in the public area.

[0028] In one embodiment of the present application, the initial storage area may be an area scaled in proportion to the factory warehouse, the initial storage area may be stored in a server, the initial storage area may store multiple types of goods, and the server may divide the target storage area in the initial storage area in a preset division manner according to the storage information of the first goods and the storage information of the second goods. The target storage area may be divided in the initial storage area by drawing lines, and after the target storage area is divided, based on the ratio of the target storage area to the factory warehouse, the execution device (such as a factory robot) may store the first goods and the second goods in a stacked manner in the factory warehouse area corresponding to the target storage area. After the target storage area is divided, other areas in the initial storage area except the target storage area may also be used to store other goods.

[0029] In an exemplary embodiment, the storage information may include a preset maximum inventory quantity, a preset safety inventory quantity, and a consumption rate of goods. The first area may include a first basic area and a first transition area. The second area may include a second basic area and a second transition area. Step S120 is a process of dividing the initial storage area into a target storage area in a preset manner based on the storage information of the first goods and the storage information of the second goods. The process may include steps S121 to S123.

[0030] Step S121: determine the preset safety stock quantity of the first commodity as the first basic storage quantity.

[0031] The first basic storage capacity is the storage capacity of the first basic area.

[0032] In one embodiment of the present application, the preset safety stock of the first commodity can be used as the first basic storage quantity. Setting the preset safety stock can cope with demand fluctuations and unforeseen situations and ensure the continuity and stability of production.

[0033] It should be noted that in the embodiment of the present application, the product of the area divided into each region and the storable height can be determined as the storable volume, and the quotient of the storable volume and the volume of a single piece of stored goods can be determined as the storable amount of goods. Since the storable height is a preset value and the volume of a single piece of stored goods is a preset value, determining the storage amount of each region is to determine the area divided into each region. The preset safety stock of the first goods can be the minimum area of ​​the region for storing the first goods.

[0034] Step S122: determine the preset safety stock quantity of the second commodity as the second basic storage quantity.

[0035] The second basic storage capacity is the storage capacity of the second basic area.

[0036] In one embodiment of the present application, the preset safety inventory quantity of the second commodity may be used as the second basic storage quantity.

[0037] Step S123, based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity, determine the first transition storage capacity, the public storage capacity, and the second transition storage capacity.

[0038] Among them, the first consumption rate is the consumption rate of the first cargo, the second consumption rate is the consumption rate of the second cargo, the first transition storage capacity is the storage capacity of the first transition area, the public storage capacity is the storage capacity of the public area, and the second transition storage capacity is the storage capacity of the second transition area.

[0039] In one embodiment of the present application, after determining the first basic storage volume and the second basic storage volume, the first transition storage volume, the public storage volume, and the second transition storage volume can be determined based on the first consumption rate, the preset maximum inventory volume of the first commodity, the second consumption rate, the preset maximum inventory volume of the second commodity, the first basic storage volume, and the second basic storage volume. The consumption rate of the commodity can be the spatial consumption rate of the commodity, that is, the volume occupied by the consumed commodity per unit time.

[0040] It should be noted that the first transition storage capacity, the public storage capacity, and the second transition storage capacity should meet screening conditions, which may include: when the target storage area is full of goods, when the first goods are stored in the public area, the inventory of the first goods in the public area is equal to the public storage capacity, and the consumption time of the first goods in the public area is less than or equal to the consumption time of the second goods in the second transition area; when the second goods are stored in the public area, the inventory of the second goods in the public area is equal to the public storage capacity, and the consumption time of the second goods in the public area is less than or equal to the consumption time of the first goods in the first transition area.

[0041] For example, see Figure 2 , which is a schematic diagram of a target storage area shown in an exemplary embodiment of the present application. Among them, N is the first area, N1 is the first basic area, N2 is the first transition area, P is the public area, Q is the second area, Q1 is the second basic area, and Q2 is the second transition area. The target storage area can be divided by drawing lines on the ground of the factory warehouse.

[0042] In a possible implementation, the process of determining the first transition storage volume, the public storage volume, and the second transition storage volume in step S123 may include: determining the first difference based on the preset maximum inventory volume and the preset safety inventory volume of the first goods; determining the second difference based on the preset maximum inventory volume and the preset safety inventory volume of the second goods; determining the first transition storage volume, the public storage volume, and the second transition storage volume according to the first difference, the second difference, the first consumption rate, and the second consumption rate. The sum of the first basic storage volume, the first transition storage volume, and the public storage volume is the preset maximum inventory volume of the first goods, and the sum of the second basic storage volume, the second transition storage volume, and the public storage volume is the preset maximum inventory volume of the second goods.

[0043] It should be noted that, with such a setting, no matter at what time, the target storage area can meet the storage demand by targeting the preset maximum inventory of the first and second goods.

[0044] In one embodiment of the present application, the rate ratio of the first consumption rate and the second consumption rate can be determined, and the common multiple of the rate ratio is taken as the candidate amount of the common area (there can be multiple), and the candidate amount that meets the above screening conditions among the multiple candidate amounts of the common area is determined as the common storage amount. If there are multiple candidate amounts that meet the above screening conditions, one of them can be selected as the common storage amount, or the minimum value that meets the screening conditions can be selected as the common storage amount.

[0045] Exemplarily, the preset maximum inventory of the first goods may be 40 square meters, the preset safety inventory of the first goods may be 10 square meters, the first consumption rate may be 2 square meters / day, the preset maximum inventory of the second goods may be 60 square meters, the preset safety inventory of the second goods may be 15 square meters, and the second consumption rate may be 3 square meters / day. The first basic storage capacity may be 10 square meters, and the second basic storage capacity may be 15 square meters. If the rate ratio of the first consumption rate and the second consumption rate is 2:3, then the common multiple may be taken based on the rate ratio as the candidate amount of the public area, and the candidate amounts may include 6 square meters, 12 square meters, and 18 square meters. You may select any one of the candidate amounts as the public storage amount. For example, if 18 square meters is selected as the public storage amount, the first transition storage amount is 12 square meters, and the second transition storage amount is 27 square meters.

[0046] In another possible implementation, the storage information may include multiple historical inventory quantities and the time corresponding to each historical inventory quantity. The process of determining the first transition storage quantity, the common storage quantity, and the second transition storage quantity in step S123 may include steps S1231 to S1234.

[0047] Step S1231, determining the sum of the historical inventory of the first commodity and the historical inventory of the second commodity at each time, and determining the maximum value of the sum as the historical maximum storage quantity.

[0048] In one embodiment of the present application, time can be divided according to different scales, that is, the time corresponding to each historical inventory can be daily, monthly, or quarterly. At each time, the first commodity and the second commodity each correspond to a historical inventory. The sum of the historical inventory of the first commodity and the historical inventory of the second commodity at each time can be determined, and the maximum value of the sum is determined as the historical maximum storage capacity. Since the first commodity and the second commodity are different products and different types of goods, the storage capacity of the first commodity and the second commodity may reach the maximum value at different times, so it is necessary to determine the historical maximum storage capacity based on the sum of the historical inventory of the first commodity and the second commodity.

[0049] Step S1232, determining a first group of storage capacity according to the first consumption rate, the second consumption rate, the first basic storage capacity, the second basic storage capacity, and the historical maximum storage capacity.

[0050] The first group of storage capacity includes the first storage capacity of the first transition area, the first storage capacity of the second transition area, and the first storage capacity of the common area.

[0051] In one embodiment of the present application, a first group of storage quantities that meets the above screening condition and the second restriction condition may be determined. The second restriction condition may be that the sum of the first basic storage quantity, the first transitional storage quantity, and the public storage quantity is the historical inventory quantity of the first commodity in the historical maximum storage quantity; and the sum of the second basic storage quantity, the second transitional storage quantity, and the public storage quantity is the historical inventory quantity of the second commodity in the historical maximum storage quantity.

[0052] Step S1233, determining the second group of storage capacity according to the first consumption rate, the second consumption rate, the first basic storage capacity, the second basic storage capacity, the preset maximum inventory capacity of the first product, and the preset maximum inventory capacity of the second product.

[0053] The second group of storage capacity includes the second storage capacity of the first transition area, the second storage capacity of the second transition area and the second storage capacity of the common area.

[0054] In one embodiment of the present application, a second group of storage quantities that meets the above screening condition and the third restriction condition may be determined. The third restriction condition may be that the sum of the first basic storage quantity, the first transitional storage quantity, and the public storage quantity is the preset maximum inventory quantity of the first commodity; and the sum of the second basic storage quantity, the second transitional storage quantity, and the public storage quantity is the preset maximum inventory quantity of the second commodity.

[0055] Step S1234: determine the minimum value of the first group storage amount and the second group storage amount as the first transition storage amount, the second transition storage amount and the common storage amount.

[0056] In one embodiment of the present application, the first storage capacity and the second storage capacity of the first transition area can be compared, and the minimum value therebetween is determined as the first transition storage capacity; the first storage capacity and the second storage capacity of the second transition area can be compared, and the minimum value therebetween is determined as the second transition storage capacity.

[0057] It should be noted that in the first storage group and the second storage group, the public storage is equal. The public storage may be a public storage that satisfies the screening condition and the first restriction condition. The first restriction condition may include the sum of the first basic storage, the first transition storage, and the public storage as the preset minimum inventory of the first goods, and the sum of the second basic storage, the second transition storage, and the public storage as the preset minimum inventory of the second goods. With such a configuration, no matter how the inventory of the first goods and the inventory of the second goods change, the public area can be fully stored with goods.

[0058] Exemplarily, the first group of storage capacity may include the first storage capacity 12 of the first transition area, the first storage capacity 29 of the second transition area, and the first storage capacity 18 of the common area; the second storage capacity 15 of the first transition area, the second storage capacity 27 of the second transition area, and the second storage capacity 18 of the common area. Then the first storage capacity 12 of the first transition area, the first storage capacity 27 of the second transition area, and the first storage capacity 18 of the common area.

[0059] Step S130, when the first goods and the second goods are initially stored, a first storage step is performed, the first storage step includes storing the first goods in the first area and the public area, and storing the second goods in the second area.

[0060] In one embodiment of the present application, when the first goods and the second goods are stored for the first time, a first storage step may be performed, and the first storage step includes storing the first goods in the first area and the public area, and storing the second goods in the second area. The public area may be filled up first, and then the remaining first goods may be stored in the first area. After storage, the first goods in the public area and the second goods in the second area may be consumed. The server may send the division results of the first area, the second area, and the public area in the target storage area (the corresponding sizes of each area in the factory warehouse), and the storage amount of each area to the execution device, and the execution device executes the first storage step or the second storage step.

[0061] It should be noted that, when the first area includes the first basic area and the first transition area, and the second area includes the second basic area and the second transition area, when the first goods in the common area are consumed, the second goods in the second transition area can be consumed. When executing the first storage step, the arrangement of the first basic area, the first transition area, the second basic area, and the second transition area can be the first arrangement, and the first arrangement can be as follows: Figure 2 shown.

[0062] Step S140, when the first goods in the public area are consumed, executing a second storage step, the second storage step includes storing the first goods in the first area, and storing the second goods in the second area and the public area.

[0063] In one embodiment of the present application, when the first goods in the public area are consumed, the second storage step is executed, and the second storage step includes storing the first goods in the first area and storing the second goods in the second area and the public area. The execution device can first fill up the public area and then store the remaining second goods in the second area. The server can send the consumption time of the goods in the public area to the execution device, and after the consumption time is reached, the execution device can execute the corresponding storage step. An identification device can also be provided, which can be used to identify whether the goods in the public area are consumed. When the goods in the public area are consumed, a prompt message can be sent to the execution device so that the execution device executes the corresponding storage step.

[0064] It should be noted that, when the first area includes the first basic area and the first transition area, and the second area includes the second basic area and the second transition area, the first goods in the first transition area can be consumed when the second goods in the public area are consumed.

[0065] In a possible implementation, when the first area includes the first basic area and the first transition area, and the second area includes the second basic area and the second transition area, when executing the second storage step, the first goods in the first basic area can be first moved to the first transition area, the first basic area can be filled with the supplemented first goods, and then the remaining first goods can be stored in the first transition area. The second goods in the second basic area can be first moved to the second transition area, the second basic area can be filled with the supplemented second goods, and then the remaining second goods can be stored in the second transition area. This arrangement can prevent the goods in the first basic area and the second basic area from being in a storage state for a long time.

[0066] In another possible implementation, when the first area includes the first basic area and the first transition area, and the second area includes the second basic area and the second transition area, the first basic area can be divided out from the first transition area in the previous storage, and the other areas in the first area can be determined as the first transition area. That is, when executing the second storage step, the arrangement of the first basic area, the first transition area, the second basic area, and the second transition area can be the second arrangement, and the second arrangement can be as follows: Figure 3 As shown, Figure 3 The schematic diagram of the target storage area shown in another exemplary embodiment of the present application is shown in FIG. Such an arrangement can prevent the goods in the first basic area and the second basic area from being stored for a long time.

[0067] Step S150, when the second goods in the public area are consumed, executing the first storage step.

[0068] In one embodiment of the present application, when the second goods in the public area are consumed, the first storage step is executed. Thus, the first storage step and the second storage step can be executed cyclically, and the goods in the public area can be replenished in time when the goods in the public area are consumed, so as to realize the reasonable use of the storage area and avoid the waste of the storage area.

[0069] After executing step S150, if the first goods in the public area are consumed, the second step may be continued.

[0070] In an exemplary embodiment, when the first consumption rate and / or the second consumption rate changes (specifically, when the rate ratio of the first consumption rate to the second consumption rate changes), the first transition storage capacity, the common storage capacity, and the second transition storage capacity are updated based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity. If the first transition storage capacity after the update cannot meet the storage demand, the part of the third transition area corresponding to the third goods can be used as the first transition area to meet the demand of the first transition storage area. Step S123 can be executed to perform the update.

[0071] It should be noted that, using the intelligent warehousing management method based on artificial intelligence provided in the embodiment of the present application, when the goods in the public area are consumed, it is necessary to purchase the first goods and the second goods. When purchasing, the purchase quantity of the first goods and the second goods needs to be determined based on the public storage quantity, the first transition storage quantity and the second transition storage quantity. That is, the intelligent warehousing management method based on artificial intelligence provided in the embodiment of the present application can guide the procurement plan.

[0072] Figure 4FIG. 1 is a block diagram of an intelligent warehouse management system based on artificial intelligence, which is shown in an exemplary embodiment of the present application. Figure 4 As shown, the exemplary artificial intelligence-based intelligent warehouse management system 400 includes: The data acquisition module 410 is used to acquire the storage information of the first cargo and the storage information of the second cargo.

[0073] The determination module 420 is used to divide the initial storage area into target storage areas in a preset division manner based on the storage information of the first goods and the storage information of the second goods, wherein the target storage area includes a first area for storing the first goods, a second area for storing the second goods, and a common area for storing the first goods or the second goods; wherein the consumption time of the first goods in the first area is greater than the consumption time of the second goods in the common area, and the consumption time of the second goods in the second area is greater than the consumption time of the first goods in the common area.

[0074] The first execution module 430 is used to execute a first storage step when the first goods and the second goods are initially stored. The first storage step includes storing the first goods in the first area and the public area, and storing the second goods in the second area.

[0075] The second execution module 440 is used to execute a second storage step when the first goods in the public area are consumed, wherein the second storage step includes storing the first goods in the first area and storing the second goods in the second area and the public area.

[0076] The third execution module 450 is used to execute the first storage step when the second goods in the public area are consumed.

[0077] In one embodiment of the present application, the storage information includes a preset maximum inventory quantity, a preset safety inventory quantity, and a consumption rate of the goods, the first area includes a first basic area and a first transition area, the second area includes a second basic area and a second transition area, and the determination module further includes: A first determining unit, configured to determine a preset safety stock quantity of a first commodity as a first basic storage quantity, wherein the first basic storage quantity is a storage quantity of a first basic area; A second determining unit is used to determine a preset safety stock quantity of the second goods as a second basic storage quantity, where the second basic storage quantity is a storage quantity of a second basic area; The third determination unit is used to determine the first transition storage capacity, the public storage capacity, and the second transition storage capacity based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity, wherein the first consumption rate is the consumption rate of the first goods, the second consumption rate is the consumption rate of the second goods, the first transition storage capacity is the storage capacity of the first transition area, the public storage capacity is the storage capacity of the public area, and the second transition storage capacity is the storage capacity of the second transition area.

[0078] In one embodiment of the present application, the third determining unit is further configured to: determining a first difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the first commodity; determining a second difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the second commodity; A first transition storage amount, a common storage amount, and a second transition storage amount are determined according to the first difference, the second difference, the first consumption rate, and the second consumption rate.

[0079] In one embodiment of the present application, the stored information includes multiple historical inventory quantities and the time corresponding to each historical inventory quantity, and the third determining unit is further used to: Determine the sum of the historical inventory of the first commodity and the historical inventory of the second commodity at each time, and determine the maximum value of the sum as the historical maximum storage quantity; Determine a first group of storage amounts according to the first consumption rate, the second consumption rate, the first basic storage amount, the second basic storage amount, and the historical maximum storage amount, wherein the first group of storage amounts includes a first storage amount in the first transition area, a first storage amount in the second transition area, and a first storage amount in the public area; Determine a second group of storage volumes according to the first consumption rate, the second consumption rate, the first basic storage volume, the second basic storage volume, the preset maximum inventory volume of the first goods, and the preset maximum inventory volume of the second goods, wherein the second group of storage volumes includes a second storage volume in the first transition area, a second storage volume in the second transition area, and a second storage volume in the common area; The minimum value of the first group storage amount and the second group storage amount is determined as the first transition storage amount, the second transition storage amount and the common storage amount.

[0080] In one embodiment of the present application, the intelligent warehouse management system based on artificial intelligence also includes: An update module is used to update the first transition storage capacity, the common storage capacity, and the second transition storage capacity based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity when the first consumption rate and / or the second consumption rate changes.

[0081] It should be noted that the intelligent warehouse management system based on artificial intelligence provided in the above embodiment and the intelligent warehouse management method based on artificial intelligence provided in the above embodiment belong to the same concept, and the specific way in which each module and unit performs the operation has been described in detail in the method embodiment, which will not be repeated here. In actual applications, the intelligent warehouse management system based on artificial intelligence provided in the above embodiment can distribute the above functions to different functional modules as needed, that is, divide the internal structure of the system into different functional modules to complete all or part of the functions described above, and this is not limited here.

[0082] An embodiment of the present application also provides an electronic device, comprising: one or more processors; a storage device for storing one or more programs, when the one or more programs are executed by one or more processors, the electronic device implements the artificial intelligence-based intelligent warehousing management method provided in the above-mentioned embodiments.

[0083] Another aspect of the present application provides a computer-readable storage medium on which a computer program is stored. When the computer program is executed by a processor of a computer, the computer executes the intelligent warehouse management method based on artificial intelligence provided in the above embodiments. The computer-readable storage medium may be included in the electronic device described in the above embodiments, or may exist independently without being assembled into the electronic device.

[0084] Another aspect of the present application also provides a computer program product or computer program, which includes computer instructions stored in a computer-readable storage medium. The processor of the computer device reads the computer instructions from the computer-readable storage medium, and the processor executes the computer instructions, so that the computer device executes the intelligent warehouse management method based on artificial intelligence provided in the above-mentioned embodiments.

[0085] In the embodiments of the present application, the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance. "Including" and "comprising" mentioned throughout the specification and claims are open-ended terms and should be interpreted as "including but not limited to".

[0086] The above embodiments are merely illustrative of the principles and effects of the present application, and are not intended to limit the present application. Anyone familiar with the technology may modify or change the above embodiments without violating the spirit and scope of the present application. Therefore, all equivalent modifications or changes made by a person of ordinary skill in the art without departing from the spirit and technical ideas disclosed in the present application shall still be covered by the claims of the present application.

Claims

1. An intelligent warehouse management method based on artificial intelligence, characterized in that: include: Acquire storage information of the first cargo and storage information of the second cargo; Based on the storage information of the first goods and the storage information of the second goods, the target storage area is divided in the initial storage area in a preset division manner, and the target storage area includes a first area for storing the first goods, a second area for storing the second goods, and a public area for storing the first goods or the second goods; wherein the consumption time of the first goods in the first area is greater than the consumption time of the second goods in the public area, and the consumption time of the second goods in the second area is greater than the consumption time of the first goods in the public area; When storing the first goods and the second goods for the first time, performing a first storage step, wherein the first storage step includes storing the first goods in the first area and the public area, and storing the second goods in the second area; When the first goods in the public area are consumed, performing a second storage step, wherein the second storage step includes storing the first goods in the first area and storing the second goods in the second area and the public area; When the second goods in the public area are consumed, the first storing step is performed.

2. The intelligent warehouse management method based on artificial intelligence according to claim 1 is characterized in that: The storage information includes a preset maximum inventory quantity, a preset safety inventory quantity, and a consumption rate of the goods. The first area includes a first basic area and a first transition area. The second area includes a second basic area and a second transition area. Based on the storage information of the first goods and the storage information of the second goods, the target storage area is obtained by dividing the initial storage area in a preset division manner, including: Determine a preset safety stock quantity of the first commodity as a first basic storage quantity, where the first basic storage quantity is a storage quantity of a first basic area; Determine the preset safety stock quantity of the second commodity as the second basic storage quantity, where the second basic storage quantity is the storage quantity of the second basic area; The first transition storage capacity, the public storage capacity and the second transition storage capacity are determined based on the first consumption rate, the preset maximum inventory of the first cargo, the second consumption rate, the preset maximum inventory of the second cargo, the first basic storage capacity and the second basic storage capacity, the first consumption rate is the consumption rate of the first cargo, the second consumption rate is the consumption rate of the second cargo, the first transition storage capacity is the storage capacity of the first transition area, the public storage capacity is the storage capacity of the public area, and the second transition storage capacity is the storage capacity of the second transition area.

3. The intelligent warehouse management method based on artificial intelligence according to claim 2 is characterized in that: Determining a first transition storage volume, a common storage volume, and a second transition storage volume based on a first consumption rate, a preset maximum inventory volume of a first commodity, a second consumption rate, a preset maximum inventory volume of a second commodity, a first basic storage volume, and a second basic storage volume includes: determining a first difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the first commodity; determining a second difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the second commodity; A first transition storage amount, a common storage amount, and a second transition storage amount are determined according to the first difference, the second difference, the first consumption rate, and the second consumption rate.

4. The intelligent warehouse management method based on artificial intelligence according to claim 2 is characterized in that: The storage information includes a plurality of historical inventory quantities and the time corresponding to each historical inventory quantity, and based on a first consumption rate, a preset maximum inventory quantity of a first commodity, a second consumption rate, a preset maximum inventory quantity of a second commodity, a first basic storage quantity, and a second basic storage quantity, a first transition storage quantity, a common storage quantity, and a second transition storage quantity are determined, including: Determine the sum of the historical inventory of the first commodity and the historical inventory of the second commodity at each time, and determine the maximum value of the sum as the historical maximum storage quantity; Determine a first group of storage amounts according to the first consumption rate, the second consumption rate, the first basic storage amount, the second basic storage amount, and the historical maximum storage amount, wherein the first group of storage amounts includes a first storage amount in the first transition area, a first storage amount in the second transition area, and a first storage amount in the public area; Determine a second group of storage volumes according to the first consumption rate, the second consumption rate, the first basic storage volume, the second basic storage volume, the preset maximum inventory volume of the first goods, and the preset maximum inventory volume of the second goods, wherein the second group of storage volumes includes a second storage volume in the first transition area, a second storage volume in the second transition area, and a second storage volume in the common area; The minimum value of the first group storage amount and the second group storage amount is determined as the first transition storage amount, the second transition storage amount and the common storage amount.

5. The intelligent warehouse management method based on artificial intelligence according to claim 2 is characterized in that: The method further comprises: When the first consumption rate and / or the second consumption rate changes, the first transition storage capacity, the common storage capacity, and the second transition storage capacity are updated based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity.

6. An intelligent warehouse management system based on artificial intelligence, characterized in that: include: A data acquisition module, used to acquire storage information of the first goods and storage information of the second goods; a determination module, configured to divide the initial storage area into target storage areas in a preset division manner based on the storage information of the first goods and the storage information of the second goods, wherein the target storage area includes a first area for storing the first goods, a second area for storing the second goods, and a common area for storing the first goods or the second goods; wherein the consumption time of the first goods in the first area is greater than the consumption time of the second goods in the common area, and the consumption time of the second goods in the second area is greater than the consumption time of the first goods in the common area; A first execution module, configured to execute a first storage step when storing the first goods and the second goods for the first time, wherein the first storage step includes storing the first goods in the first area and the public area, and storing the second goods in the second area; A second execution module, configured to execute a second storage step when the first goods in the public area are consumed, wherein the second storage step includes storing the first goods in the first area and storing the second goods in the second area and the public area; The third execution module is used to execute the first storage step when the second goods in the public area are consumed.

7. The intelligent warehouse management system based on artificial intelligence according to claim 6 is characterized in that: The storage information includes a preset maximum inventory quantity, a preset safety inventory quantity, and a consumption rate of the goods; the first area includes a first basic area and a first transition area; the second area includes a second basic area and a second transition area; and the determination module further includes: A first determining unit, configured to determine a preset safety stock quantity of a first commodity as a first basic storage quantity, wherein the first basic storage quantity is a storage quantity of a first basic area; A second determining unit is used to determine a preset safety stock quantity of the second goods as a second basic storage quantity, where the second basic storage quantity is a storage quantity of a second basic area; The third determination unit is used to determine the first transition storage capacity, the public storage capacity, and the second transition storage capacity based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity, wherein the first consumption rate is the consumption rate of the first goods, the second consumption rate is the consumption rate of the second goods, the first transition storage capacity is the storage capacity of the first transition area, the public storage capacity is the storage capacity of the public area, and the second transition storage capacity is the storage capacity of the second transition area.

8. The intelligent warehouse management system based on artificial intelligence according to claim 7 is characterized in that: The third determining unit is further configured to: determining a first difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the first commodity; determining a second difference based on a preset maximum inventory quantity and a preset safety inventory quantity of the second commodity; A first transition storage amount, a common storage amount, and a second transition storage amount are determined according to the first difference, the second difference, the first consumption rate, and the second consumption rate.

9. The intelligent warehouse management system based on artificial intelligence according to claim 7 is characterized in that: The stored information includes a plurality of historical inventory quantities and the time corresponding to each historical inventory quantity. The third determining unit is further used for: Determine the sum of the historical inventory of the first commodity and the historical inventory of the second commodity at each time, and determine the maximum value of the sum as the historical maximum storage quantity; Determine a first group of storage amounts according to the first consumption rate, the second consumption rate, the first basic storage amount, the second basic storage amount, and the historical maximum storage amount, wherein the first group of storage amounts includes a first storage amount in the first transition area, a first storage amount in the second transition area, and a first storage amount in the public area; Determine a second group of storage volumes according to the first consumption rate, the second consumption rate, the first basic storage volume, the second basic storage volume, the preset maximum inventory volume of the first goods, and the preset maximum inventory volume of the second goods, wherein the second group of storage volumes includes a second storage volume in the first transition area, a second storage volume in the second transition area, and a second storage volume in the common area; The minimum value of the first group storage amount and the second group storage amount is determined as the first transition storage amount, the second transition storage amount and the common storage amount.

10. The intelligent warehouse management system based on artificial intelligence according to claim 7 is characterized in that: The intelligent warehouse management system based on artificial intelligence also includes: An update module is used to update the first transition storage capacity, the common storage capacity, and the second transition storage capacity based on the first consumption rate, the preset maximum inventory of the first goods, the second consumption rate, the preset maximum inventory of the second goods, the first basic storage capacity, and the second basic storage capacity when the first consumption rate and / or the second consumption rate changes.

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