CN115545611A - Warehouse information analysis method, device, equipment and computer readable storage medium - Google Patents

Abstract

The embodiment of the application discloses a storage information analysis method, which comprises the following steps: acquiring a target identification of a target object and a target image aiming at the target object; the target image is generated after the target object is projected by the target light; analyzing the target image to obtain attribute information of the target object, and determining the object type of the target object based on the attribute information; the type of the object can represent the storage mode of the target object; sending the target identification and the article type to a management device; wherein the target identification and the item type are used to cause the management device to determine a target storage location of the target item, thereby storing the target item at the target storage location in the warehouse. The embodiment of the application also discloses a storage information analysis device, equipment and a computer readable storage medium.

Description

Storage information analysis method, device, equipment and computer-readable storage medium

technical field

The present application relates to the field of warehousing and logistics, and in particular to a method, device, equipment and computer-readable storage medium for analyzing warehousing information.

Background technique

Some logistics warehouses are warehouses that integrate cold chain goods and bulky goods. Usually, warehouse personnel manually obtain the basic attributes of the goods, and then determine whether the goods are cold chain goods or bulky goods based on the basic attributes of the goods, thereby Store the goods in the corresponding storage area. However, in the process of implementation, this method of manually storing goods is completely implemented manually, which has the problems of low accuracy and low processing efficiency.

Contents of the invention

In order to solve the above-mentioned technical problems, the embodiment of the present application expects to provide a warehouse information analysis method, device, equipment and computer-readable storage medium, which solves the problems of low accuracy and low processing efficiency in the related art when relying on manual implementation .

The technical scheme of the present application is realized like this:

A storage information analysis method, the method comprising:

Acquiring the target identification of the target item and the target image for the target item; wherein, the target image is generated after the target item is projected by the target light;

Analyzing the target image to obtain attribute information of the target item, and determining an item type of the target item based on the attribute information; wherein, the item type can represent a storage method of the target item;

sending the target identification and the item type to a management device; wherein, the target identification and the item type are used to enable the management device to determine the target storage location of the target item in the warehouse, so that the target Items are stored to the target storage location in the warehouse.

In the above solution, the determining the item type of the target item based on the attribute information includes:

Based on the temperature in the attribute information, determine the temperature layer type of the target item; wherein the temperature layer type represents the temperature of the target item when it is stored;

Based on the weight of the target item and/or the size in the attribute information, determine the size type of the target item; wherein the item type includes the temperature layer type and the size type.

In the above solution, the determination of the temperature layer type of the target item based on the temperature in the attribute information includes:

When the temperature satisfies a first temperature threshold, determining that the thermosphere type is a freezing type;

When the temperature does not meet the first temperature threshold and satisfies a second temperature threshold, determine that the temperature layer type is a refrigeration type;

If the temperature does not meet the second temperature threshold, it is determined that the thermosphere type is a normal temperature type.

In the above solution, determining the size type of the target item based on the weight of the target item and/or the size in the attribute information includes:

In the case that the size meets a size threshold, and/or the weight meets a weight threshold, determining that the size type is an oversize type;

If the size does not meet the size threshold and the weight does not meet the weight threshold, it is determined that the size type is a common type.

In the above solution, the sending the target identifier and the item type to the management device includes:

Encrypting the target ID and the item type with a target key, and sending the encrypted target ID and the encrypted item type to the management device;

Correspondingly, the method also includes:

A processing result for the target item sent by the management device is received; wherein the processing result represents whether the target storage location is determined.

A storage information analysis method, the method comprising:

receiving the target identification of the target item and the item type of the target item sent by the storage information analysis device; wherein, the item type is obtained by the storage information analysis device based on the analysis of the acquired target image for the target item The attribute information is determined; the target image is generated after the target item is projected by the target light; the item type can represent the storage method of the target item;

Based on the target identifier and the item type, determine a target storage location of the target item, so that the target item is stored at the target storage location in a warehouse.

In the above solution, the determining the target storage location of the target item based on the target identifier and item type includes:

When it is determined based on the target identifier that the target item has been entered into the management device, an intermediate storage location is determined based on the temperature layer type and size type; wherein the item type includes the temperature layer type and size type, the The temperature layer type represents the temperature when the target item is stored;

receiving a modification request for the intermediate storage location sent by the user;

Modify the intermediate storage location based on the storage location in the modification request to obtain the target storage location.

In the above scheme, the method also includes:

Sending a processing result indicating whether the target storage location is determined to the warehouse information analysis device.

In the above solution, the receiving of the target identification of the target item and the item type of the target item sent by the storage information analysis device includes:

When it is determined that the storage information analysis device meets the security conditions, receiving the encrypted target identifier and the encrypted item type sent by the storage information analysis device;

Decrypting the encrypted target ID and the encrypted item type by using the target key to obtain the target ID and the item type.

A warehouse information analysis device, said device comprising:

An acquisition unit, configured to acquire a target identification of a target item and a target image for the target item; wherein, the target image is generated after the target item is projected by a target ray;

A first processing unit, configured to analyze the target image to obtain attribute information of the target item, and determine an item type of the target item based on the attribute information; wherein, the item type can represent the target item storage method;

a sending unit, configured to send the target identifier and the item type to a management device; wherein the target identifier and the item type are used to enable the management device to determine a target storage location of the target item in the warehouse, The target item is thereby stored at the target storage location in the warehouse.

A warehouse information analysis device, said device comprising:

The receiving unit is configured to receive the target identification of the target item and the item type of the target item sent by the storage information analysis device; wherein, the item type is the target item for the target item acquired by the storage information analysis device based on The attribute information obtained after image analysis is determined; the target image is generated after the target item is projected by the target light; the item type can represent the storage method of the target item;

The second processing unit is configured to determine a target storage location of the target item based on the target identifier and the item type, so that the target item is stored at the target storage location in the warehouse.

A warehouse information analysis device, the device comprising: a first processor, a first memory, and a first communication bus;

The first communication bus is used to realize the communication connection between the first processor and the first memory;

The first processor is configured to execute the warehouse information analysis program in the first memory, so as to realize the steps of the above warehouse information analysis method.

A management device, the device comprising: a second processor, a second memory, and a second communication bus;

The second communication bus is used to realize the communication connection between the second processor and the second memory;

The second processor is configured to execute the warehouse information analysis program in the second memory, so as to realize the steps of the above warehouse information analysis method.

A computer-readable storage medium, the computer-readable storage medium stores one or more programs, and the one or more programs can be executed by one or more processors, so as to realize the steps of the above warehouse information analysis method .

The storage information analysis method, device, device and computer-readable storage medium provided by the embodiments of the present application can obtain the target identification of the target item and the target image of the target item, and then analyze the target image to obtain the attribute information of the target item , and determine the item type of the target item based on the attribute information, and then send the target ID and item type to the management system; wherein, the target ID and item type are used by the management device to determine the target storage location of the target item, thereby storing the target item in the warehouse In this way, after automatically obtaining the attribute information of the target item and determining the item type based on the attribute information, the management device determines the target storage location of the target item in the warehouse based on the target identification and item type, thereby storing the target item in the The target storage location in the warehouse can save a lot of manpower, improve the efficiency and accuracy of storage, and solve the problems of low accuracy and low processing efficiency in related technologies when relying on manual implementation.

Description of drawings

FIG. 1 is a schematic flow diagram of a storage information analysis method provided in an embodiment of the present application;

FIG. 2 is a schematic flowchart of another storage information analysis method provided in the embodiment of the present application;

FIG. 3 is a schematic flowchart of another storage information analysis method provided in the embodiment of the present application;

FIG. 4 is a schematic flowchart of a storage information analysis method provided in another embodiment of the present application;

Fig. 5 is a schematic flow chart of another storage information analysis method provided by another embodiment of the present application;

FIG. 6 is a schematic structural diagram of a storage information analysis device provided in an embodiment of the present application;

FIG. 7 is a schematic structural diagram of another storage information analysis device provided in the embodiment of the present application;

FIG. 8 is a schematic structural diagram of a storage information analysis device provided in an embodiment of the present application;

FIG. 9 is a schematic structural diagram of a management device provided by an embodiment of the present application.

detailed description

The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application.

It should be understood that references to "an embodiment of the present application" or "the foregoing embodiment" throughout the specification mean that a specific feature, structure or characteristic related to the embodiment is included in at least one embodiment of the present application. Therefore, appearances of "in the embodiment of the present application" or "in the foregoing embodiment" throughout the specification do not necessarily refer to the same embodiment. Furthermore, the particular features, structures or characteristics may be combined in any suitable manner in one or more embodiments. In various embodiments of the present application, the serial numbers of the above-mentioned processes do not mean the order of execution, and the execution order of each process should be determined by its functions and internal logic, rather than the implementation process of the embodiments of the present application. constitute any limitation. The serial numbers of the above embodiments of the present application are for description only, and do not represent the advantages and disadvantages of the embodiments.

Unless otherwise specified, the electronic device executes any step in the embodiments of the present application, and may be a processor of the electronic device executes the step. It should also be noted that the embodiment of the present application does not limit the order in which the electronic device performs the following steps. In addition, the methods for processing data in different embodiments may be the same method or different methods. It should also be noted that any step in the embodiments of the present application can be executed independently by the electronic device, that is, when the electronic device executes any step in the following embodiments, it may not depend on the execution of other steps.

It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application.

The embodiment of the present application provides a warehouse information analysis method, which can be applied to warehouse information analysis equipment, as shown in Figure 1, the method includes the following steps:

Step 101, acquiring a target identification of a target item and a target image for the target item.

Wherein, the target image is generated after the target item is projected by the target light.

In the embodiment of the present application, the storage information analysis device is used to determine the identifier and type of the item. The target item is an item that needs to be stored in the warehouse at present, and the target item may be an item that has just arrived in the warehouse. The target identification is used to identify the target item and is the unique identification of the target item. The target identification can be the barcode of the target item, the production number of the target item, the product electronic code (Electronic Product Code, referred to as EPC) of the target item, the object identifier (ObjectIdentifier, OID), Digital Object Unique Identifier (Digital Object Unique Identifier, hereinafter referred to as DOI), etc. The target image is generated after the target item is projected by the target light, and the target image may be an imaging image generated after the target item is projected by infrared rays.

In the embodiment of the present application, the target identification of the target item may be obtained through a target method, wherein the target method may be an infrared scanning method, a two-dimensional code recognition method, a manual input method, and the like.

In a feasible way, after the target item arrives at the warehouse, the barcode of the target item can be scanned by an integrated infrared detection device to obtain the basic information of the target item, which includes the target identification, production label, Production batch, manufacturer, production time, item function introduction and value attribute information, etc., so that the target identification of the target item can be obtained; infrared detection equipment can also emit preset wavelengths of infrared rays to obtain the target image of the target item ; Wherein, the preset wavelength may be 0.76-100 μm (micrometer).

Step 102: Analyze the target image to obtain attribute information of the target item, and determine the item type of the target item based on the attribute information.

Among them, the item type can represent the storage mode of the target item.

In the embodiment of the present application, the attribute information characterizes the basic attributes of the target item, and the attribute information may include the temperature, weight, length, width, height and other size information of the target item. The item type can represent the temperature layer characteristics, size characteristics and weight characteristics of the target item, and is used to determine the storage method of the target item. The target image is generated after the target item is projected by the target light, so the target image can be analyzed to obtain the attribute information of the target item; the attribute information of the item can represent the basic characteristics of the target item, so it can be determined based on the attribute information. The item type for storage.

In the embodiment of the present application, the temperature layer feature, size feature and weight feature of the target item can be determined based on the attribute information of the target item, and then the item type of the target item can be determined based on the temperature layer feature, size feature and weight feature.

In a feasible way, because items with a temperature higher than absolute zero (ie -273°C) have corresponding molecular motions and generate infrared radiation energy outward, the target image obtained by the infrared detection device can be analyzed, Obtain the temperature information of the target item; because the infrared ray has the principle of non-diffusion, and the refractive index when passing through other substances is very small, the length, width, height, etc. of the target item can be obtained according to the target image and the time when the infrared ray hits the reflector and returns Size information; the weight of the target item can also be obtained through a device with a weight sensor; in this way, the temperature layer characteristics, size characteristics and weight characteristics of the target item can be determined, and then the target item can be determined based on the temperature layer characteristics, size characteristics and weight characteristics type of item. It should be noted that the device with the weight sensor may be the same device as the device emitting infrared rays, or may be a different device, which is not limited in this embodiment of the present application.

Step 103, sending the target identifier and item type to the management device.

Wherein, the target identifier and the item type are used to enable the management device to determine the target storage location of the target item in the warehouse, so as to store the target item at the target storage location in the warehouse.

In this embodiment of the application, the management device is a device deployed with a management system, and the management system is used to manage items stored in the warehouse. The management system may be a warehouse management system (Warehouse Manager System, WMS); the management device and the storage information analysis device A communication connection can be established between them to transmit data. The target storage location is the storage location of the target item in the warehouse. The storage information analysis equipment automatically collects the attribute information of the target item after the target item arrives in the warehouse, and determines the item type of the target item based on the attribute information, and then sends the determined item type and the target identification of the target item to the management system, and the management system The system determines the target storage location of the target item in the warehouse based on the target identification and item type. In this way, the item information is automatically collected through the storage information analysis equipment, and the storage location of the item is determined by the management system, so that the item is stored in the warehouse, and the item information is collected and determined. The operation of the storage location of the items is completed by the equipment without manual participation, which can save a lot of manpower, improve the storage efficiency, and have high accuracy.

The storage information analysis method provided in the embodiment of the present application obtains the target identification of the target item and the target image of the target item, then analyzes the target image to obtain the attribute information of the target item, and determines the item type of the target item based on the attribute information, Then send the target identification and item type to the management system; wherein, the target identification and item type are used by the management device to determine the target storage location of the target item in the warehouse, thereby storing the target item to the target storage location in the warehouse; thus, automatically After acquiring the attribute information of the target item and determining the item type based on the attribute information, the management device determines the target storage location of the target item in the warehouse based on the target identifier and the item type, so as to store the target item in the target storage location in the warehouse. It saves a lot of manpower, improves the storage efficiency and accuracy rate, and solves the problems of low accuracy rate and low processing efficiency in the related technology when relying on manual implementation.

Based on the foregoing embodiments, this embodiment of the present application provides a warehouse information analysis method, which is applied to management equipment. Referring to FIG. 2, the method includes the following steps:

Step 201, receiving the target identification of the target item and the item type of the target item sent by the warehouse information analysis device.

Among them, the item type is determined by the storage information analysis device based on the attribute information obtained after analyzing the target image for the target item; the target image is generated after the target item is projected by the target light; the item type can represent the storage of the target item Way.

In the embodiment of the present application, the storage information analysis device is configured to acquire attribute information of a target item, and determine an item type of the target item based on the attribute information. In a feasible manner, after determining the item type of the target item, the storage information analysis device will send the target identifier and the item type of the target item to the management device, so that the management device can obtain the target item Identification and the item type of the target item; wherein, the item type can characterize the temperature layer characteristics, size characteristics and weight characteristics of the target item, and is used to determine the storage method of the target item.

Step 202: Determine the target storage location of the target item based on the target identifier and item type, so as to store the target item at the target storage location in the warehouse.

In the embodiment of the present application, storage area comparison information is stored in the management device. The storage area comparison information is the correspondence between storage areas and items. The storage area comparison information may include multiple different types of storage areas. Each type of The types of items stored in the storage area are different, so the target storage location of the target item can be determined based on the item type.

In the embodiment of the present application, the target storage location of the target item may be determined based on at least one of the temperature layer feature, size feature, and weight feature in the item type, so as to store the target item at the target storage location in the warehouse.

In a feasible manner, the comparison information of the storage areas may include refrigerated areas, frozen areas, bulky areas, and general areas; wherein, the refrigerated areas are specially used to store items that need to be refrigerated, and the frozen areas are specially used to store items that require freezing Stored items, the large area is specially used to store items that do not need to be refrigerated or frozen, but are relatively large in size or heavy in weight, and the general area is used to store items that do not need to be refrigerated, do not need to be frozen, and are not large In addition, the refrigerated area can also be specially provided with a large-size refrigerated area and an ordinary refrigerated area, and similarly, the freezing area can also be specially provided with a large-sized refrigerated area and an ordinary refrigerated area.

In another feasible manner, each storage area may be further subdivided according to the purpose of the item. Specifically, the refrigerated area can be subdivided into daily necessities area, wine area, vegetable area, skin care area, etc.; the frozen area can be subdivided into seafood area, cold drink area, etc.; the bulk area can be subdivided into daily necessities area, office supplies area, household goods area, etc.; of course, the storage area can also be divided into other types in other ways, which is not limited in this embodiment of the present application.

It should be noted that, for descriptions of the same steps and content in this embodiment as in other embodiments, reference may be made to the descriptions in other embodiments, and details are not repeated here.

The storage information analysis method provided by the embodiment of the present application receives the target identification of the target item and the item type of the target item sent by the storage information analysis device, and then determines the target storage location of the target item based on the target identification and item type, so that the target item Store at the target storage location in the warehouse, so, based on the target identification of the target item and the item type of the target item acquired by the storage information analysis equipment, determine the target storage location of the target item in the warehouse, so as to store the target item in the warehouse The target storage location can save a lot of manpower, improve storage efficiency and accuracy, and solve the problems of low accuracy and low processing efficiency in related technologies that rely on manual implementation.

Based on the aforementioned embodiments, this embodiment of the present application provides a warehouse information analysis method, as shown in FIG. 3 , the method includes the following steps:

Step 301, the storage information analysis device acquires the target identification of the target item and the target image for the target item.

Wherein, the target image is generated after the target item is projected by the target light.

Step 302, the storage information analysis device analyzes the target image to obtain attribute information of the target item, and determines the temperature layer type of the target item based on the temperature in the attribute information.

Among them, the temperature layer type represents the temperature of the target item when it is stored.

In this embodiment of the present application, the temperature layer type represents the temperature of the target item when it is stored, and the temperature layer type may include frozen type, refrigerated type, and common type. In a feasible manner, the temperature of the target item may be obtained by using an infrared detection device, and then the temperature layer type of the target item may be determined based on the temperature of the target item.

Wherein, determining the temperature layer type of the target item based on the temperature in the attribute information in step 302 can be achieved in the following manner:

Step 302a, when the temperature satisfies the first temperature threshold, the storage information analysis device determines that the temperature layer type is the freezing type.

In this embodiment of the present application, the first temperature threshold can be preset, and the first temperature threshold can be preset to be less than -18°C, that is, if the temperature of the target item is less than -18°C, the temperature characteristic of the target item needs to be at temperature Preservation is carried out in an extremely low environment, and at this time, the temperature layer type of the target item is determined to be frozen.

Step 302b. When the temperature does not meet the first temperature threshold and meets the second temperature threshold, the storage information analysis device determines that the temperature layer type is a refrigeration type.

In this embodiment of the application, the second temperature threshold can be preset, and the second temperature threshold can be preset to be less than 0°C. If the first temperature threshold is not met but the second temperature threshold is met, it means that the temperature is between -18°C and 0°C. That is, if the temperature of the target item is between -18°C and 0°C, the temperature characteristic of the target item is that it needs to be stored in a lower environment. At this time, the temperature layer type of the target item is determined as refrigeration type.

Step 302c, when the temperature does not meet the second temperature threshold, the storage information analysis device determines that the temperature layer type is normal temperature type.

In the embodiment of the present application, if the temperature does not meet the second temperature threshold, it means that the temperature is greater than or equal to 0°C, that is, if the temperature of the target item is greater than or equal to 0°C, then the temperature characteristic of the target item is that it needs to be stored at room temperature, At this time, the thermosphere type of the target item is determined as normal type.

Step 303, the storage information analysis device determines the size type of the target item based on the weight of the target item and/or the size in the attribute information.

Wherein, the item type includes a temperature layer type and a size type; the item type can represent the storage mode of the target item.

In this embodiment of the application, the size of the target item may include length, width, and height. The size type characterizes the size of the target item. Generally, when describing the size of an item, the size and weight of the item will be considered. If the item is large in size or heavy in weight, it can be called a large item.

In a feasible way, the weight of the target item can be obtained through a weight sensor, which can be set on a device with infrared detection function, that is, the device can not only obtain the temperature of the target item through infrared detection, but also can obtain the temperature of the target item through infrared detection. The weight sensor obtains the weight of the target item; alternatively, the weight sensor may be separately set on a device, which is not limited in this embodiment of the present application.

Wherein, step 303 can be realized in the following ways:

Step 303a, when the size meets the size threshold, and/or the weight meets the weight threshold, the storage information analysis device determines that the size type is large.

In the embodiment of the present application, the size threshold can be preset, and the size threshold can be preset so that the length of any side is greater than 1.6m; if the size threshold is met, that is, the length of any side of the target item's length, width, and height is greater than 1.6m. The weight threshold can be set in advance, and the weight threshold can be set to be greater than 30kg. If the weight meets the weight threshold, it means that the weight of the target item is greater than 30kg. The size meets the size threshold, and/or the weight meets the weight threshold includes the following three situations: In the first possible case, the size of the target item meets the size threshold, that is, the length, width, and height of any side of the target item are greater than When the size of the target item is 1.6m, the size characteristic of the target item is that the storage space required for storage is large, and the size type of the target item is large at this time; in the second possible situation, the weight of the target item meets the weight threshold, that is, When the weight of the target item is greater than 30kg, the weight feature of the target item is heavy, and the size type of the target item is large; in the third possible case, the size of the target item meets the size threshold, and the weight of the target item When the weight threshold is met, that is, the length, width, and height of any side of the target item are greater than 1.6m, and the weight of the target item is greater than 30kg, the size characteristic of the target item at this time is that the storage space required for storage is large and The weight feature is heavy, and the size type of the target item is also large.

Step 303b, when the size does not meet the size threshold and the weight does not meet the weight threshold, the storage information analysis device determines that the size type is the common type.

In the embodiment of this application, if the size does not meet the size threshold and the weight does not meet the weight threshold, it means that the length, width, and height of any side of the target item are all less than or equal to 1.6m, and the weight of the target item is less than or equal to 30kg. At this time, the size of the target item is characterized by a small storage space required for storage and light weight, and in this case, it is determined that the size type of the target item is an ordinary type.

It should be noted that the first temperature threshold, the second temperature threshold, the size threshold and the weight threshold all support user configuration, and can be set according to the actual warehouse temperature and the temperature layer and part type in the actual business requirements. This application implements Examples are not limited to this.

Step 304, the storage information analysis device uses the target key to encrypt the target ID and item type, and sends the encrypted target ID and encrypted item type to the management device.

Wherein, the target identifier and the item type are used to enable the management device to determine the target storage location of the target item in the warehouse, so as to store the target item at the target storage location in the warehouse.

In this embodiment of the application, the target key can be preset, and the target key can be a message-digest algorithm (Message-Digest Algoorithm 5, MD5), or an algorithm combined with a secure hash algorithm and a cryptographic system (Secure Hash Algorithm 256 with Rivest Shamir Adleman, RSA2); of course, the target key can also be other encryption keys, and the target key can be set according to actual business requirements, which is not limited in this embodiment of the present application. The target identification and item type are encrypted by the target key and then transmitted to the management device, which can protect the security of the target identification and item type during transmission and prevent data from being leaked.

In other embodiments of the present application, as shown in Figure 4, assuming that the storage area includes four storage areas: freezing area, refrigerated area, bulky area, and common area, then after the items arrive at the warehouse, infrared detection equipment is used for infrared temperature measurement , to obtain the temperature of the target item; when the temperature is less than -18°C, determine that the temperature layer type of the item is frozen type, and at this time, the item ID and temperature layer type of the item can be directly sent to the WMS system; when the temperature is between 18°C and 0°C In between, it is determined that the temperature layer type of the item is refrigerated. At this time, the item identification and temperature layer type of the item can be directly sent to the WMS system; when the temperature is greater than or equal to 0 degrees Celsius, the weight of the item and the length and width of the item can be obtained , height, when the weight is greater than 30kg, and/or the length of any side of the length, width, and height is greater than 1.6m, the size type of the item is determined to be large, and the item identification and size type of the item are sent to the WMS system; That is, it first judges whether the item is a frozen type. If it does not meet the freezing conditions, then judges whether the item is a refrigerated type. If it does not meet the refrigeration conditions, then continue to judge whether the item meets the large-size condition. In this case, the item identification and item type (frozen type, refrigerated type, large type) of the item are directly sent to the WMS system; in addition, the basic information of the item can also be obtained through the barcode on the item, and the basic information of the item , attribute information, item type and item identification are sent to the WMS system together, so that the WMS system can reconfirm the item type based on the item's attribute information, and can also store the basic information and attribute information of the item to the WMS system. It should be noted that the embodiment of the present application only uses Fig. 4 as an example for illustration. When the type of the storage area is different from the type of the storage area in Fig. 4, the process of determining the type of the item can also be readjusted according to the type of the storage area; In a feasible way, if the freezing area also includes the large-size freezing area and the general freezing area, it can be determined whether the item meets the large-size condition after it is determined that the item meets the freezing condition. If the large-size condition is met, the item type is Large frozen type, at this time, the item type will be sent to the WMS system.

Step 305: When it is determined that the storage information analysis device satisfies the security conditions, the management device receives the encrypted target identifier and the encrypted item type sent by the storage information analysis device.

Among them, the item type is determined by the storage information analysis device based on the attribute information obtained after analyzing the target image for the target item; the target image is generated after the target item is projected by the target light; the item type can represent the storage of the target item Way.

In this embodiment of the present application, the security condition can be preset, and the security condition can be a device that matches the whitelist, and the whitelist can be preset, and the whitelist can include device identifiers of multiple security devices, and the device identifier can be the Internet access of the device. Protocol address (Internet Protocol Address, IP), so that it can be determined whether the device is in the white list through the device identifier of the device, that is, whether the device meets the security conditions. Only when it is determined that the storage information analysis equipment meets the security conditions can it receive the encrypted target ID and the encrypted item type sent by the storage information analysis equipment, which can ensure the security of the management equipment and prevent external attacks from breaking through the management equipment and causing damage to the management equipment. Invaded by a virus.

In a feasible way, when the management system receives the data sent by the storage information analysis device, it first intercepts the data, and when the IP of the storage information analysis device matches the white list successfully, it receives the encrypted data sent by the storage information analysis device. The final target identification and the encrypted item type.

Step 306, the management device decrypts the encrypted target ID and the encrypted item type by using the target key to obtain the target ID and item type.

In the embodiment of this application, the target ID and item type are encrypted using the target key, then the encrypted target ID and encrypted item type can be decrypted using the target key to obtain the target ID and item type .

In a feasible way, when the management device uses the target key to decrypt, it can use the message template shown in the following table for decryption; wherein, the field refers to the encrypted ciphertext (that is, the encrypted attribute information), The meaning refers to the plain text after the field is decrypted (that is, the attribute information); the meaning of the goodsNo field is the commodity code, the meaning of the WarehouseNo field is the warehouse information, and the meaning of the type field is the item type (the item type includes refrigerated type, frozen type and large type), the meaning of the length field is length, the meaning of the width field is width, the meaning of the Height field is height, the meaning of the Weight field is weight, and the meaning of the entryType field is the encryption type.

field meaning goodsNo commodity code Warehouse No warehouse information type Item type (refrigerated, frozen, bulky) Length length Width width Height high Weight weight entryType encryption type

In the embodiment of the present application, if it is determined based on the target identifier that the target item has been entered into the management device, steps 307 to 309 may be performed; if it is determined based on the target identifier that the target item has not been entered into the management device, step 310 may be performed.

Step 307 , when it is determined based on the target identifier that the target item has been entered into the management device, the management device determines the intermediate storage location based on the temperature layer type and size type in the item type.

Wherein, the item type includes a temperature layer type and a size type, and the temperature layer type represents the temperature of the target item when it is stored.

In the embodiment of the present application, the intermediate storage location is the storage location of the target item determined by the management device based on the item type of the target item. The target item has been entered into the management device, indicating that the target item exists and has arrived at the warehouse, and is currently an item that needs to be stored in the warehouse. The storage area of the warehouse is set based on the item type, and the storage area comparison information in the management device is set based on the layout of the offline warehouse, so the intermediate storage location can be determined based on the item attributes of the target item.

In step 308, the management device receives the modification request for the intermediate storage location sent by the user.

In the embodiment of the present application, the modification request carries the storage location of the target item set by the user. The intermediate storage location determined based on the item type of the target item may be different from the actual storage area of the target item. At this time, the user can send a modification request for the intermediate storage location to modify the intermediate storage location to obtain the correct storage location of the target item. .

Step 309, the management device modifies the intermediate storage location based on the storage location in the modification request to obtain the target storage location, so that the target item is stored at the target storage location in the warehouse.

In the embodiment of the present application, the target storage location is a storage location obtained by modifying the intermediate storage location, and is the location where the target item is finally stored. Modifying the intermediate storage location through the storage location in the modification request sent by the user is to make the determined target storage location more accurate through manual inspection and improve the accuracy of storage.

In a feasible manner, after the target storage location is obtained, the target storage location and the target identification can be correspondingly stored in the storage area comparison information, and the target item can be stored at the target storage location in the warehouse, so as to facilitate subsequent storage from the storage area. Determine the storage location of the target item in the area comparison information. The storage area comparison information on the management device can determine the flow direction of the warehousing in advance when the item is put into the warehouse, that is, determine whether the item is to be put on the shelf in the frozen area, refrigerated area, large-size area or ordinary area based on the storage area comparison information; When picking goods, it can also be determined in advance whether to go to the frozen area, refrigerated area, bulky area or ordinary area to pick goods, which can not only improve the efficiency of storage, but also improve the efficiency of storage.

In other embodiments of the present application, when storing the target item in the warehouse, multiple items determined in adjacent time periods in the same storage area as the storage location of the target item can be stored together in the warehouse, so that the Warehousing efficiency; similarly, when items are out of the warehouse, items in the same storage area can be out of the warehouse together to improve the efficiency of outbound.

Based on the foregoing embodiments, in other embodiments of the present application, the method may further include the following steps:

Step 310, the management device sends a processing result indicating whether the target storage location is determined to the storage information analysis device.

In this embodiment of the application, the target item has not been entered into the management device, which means that the target item has not been entered into the management device, or the item information obtained by the warehouse information analysis device is wrong. At this time, the sending token does not determine the target storage location The processing result is sent to the storage information analysis equipment; the intermediate storage location is not determined based on the temperature layer type and/or size type, indicating that the storage area corresponding to the temperature layer type and/or size type does not exist, or the temperature layer type and/or The storage area corresponding to the size type is abnormal. At this time, the processing result indicating that the target storage location has not been determined is sent to the storage information analysis device; after the target storage location is determined, the management device can send the processing result indicating that the target storage location has been determined to The storage information analysis device; or, after adding the target item to the comparison information of the storage area, send the processing result indicating that the target storage location has been determined to the storage information analysis device, which is not limited in the embodiment of the present application.

Step 311, the storage information analysis device receives the processing result for the target item sent by the management device.

Wherein, the processing result represents whether the target storage location is determined.

In the embodiment of the present application, after sending the target identifier and item type of the target item, the storage information analysis device may receive the processing result for the target item, and know whether the target item can be stored normally.

As shown in Figure 5, after the management device receives the target identification and item type of the target item sent by the storage information analysis device, it first performs a security check on the storage information analysis device to see whether the storage information analysis device is safe in the white list. equipment; if the security verification of the storage information analysis device fails, send abnormal information to the storage information analysis device; after the security verification of the storage information analysis device passes, check whether the target item is entered into the management device, and if the target item is not entered into the management device , send abnormal information to the storage information analysis equipment; if the target item has been entered into the management device, determine whether the storage area corresponding to the target item exists based on the item type of the target item; if the storage area corresponding to the target item does not exist , send abnormal information to the storage information analysis device; if the storage area corresponding to the target item exists, determine the target storage location of the target item, and then store the target item in the target storage location in the warehouse to complete the storage of the target item Task.

It should be noted that, for descriptions of the same steps and content in this embodiment as in other embodiments, reference may be made to the descriptions in other embodiments, and details are not repeated here.

In the warehouse information analysis method provided in the embodiment of the present application, after the warehouse information analysis equipment automatically acquires the attribute information of the target item and determines the item type based on the attribute information, the management device determines the target storage of the target item in the warehouse based on the target identifier and item type. location, so as to store the target item in the target storage location in the warehouse, which can save a lot of manpower, improve the efficiency and accuracy of storage, and solve the problems of low accuracy and low processing efficiency in the related technology when relying on manual implementation. question.

Based on the aforementioned embodiments, this embodiment of the present application provides a storage information analysis device, which can be applied to the storage information analysis method provided in the embodiments corresponding to Figures 1 and 3, as shown in Figure 6, the storage information Analysis device 4 may comprise:

The acquisition unit 41 is configured to acquire the target identification of the target item and the target image for the target item; wherein, the target image is generated after the target item is projected by the target light;

The first processing unit 42 is configured to analyze the target image to obtain the attribute information of the target item, and determine the item type of the target item based on the attribute information; wherein, the item type can represent the storage method of the target item;

The first sending unit 43 is used to send the target identification and the item type to the management device; wherein, the target identification and the item type are used to make the management device determine the target storage location of the target item in the warehouse, thereby storing the target item in the warehouse. at the target storage location.

In other embodiments of the present application, the first processing unit 42 is specifically configured to perform the following steps:

Based on the temperature in the attribute information, determine the temperature layer type of the target item; wherein, the temperature layer type represents the temperature of the target item when it is stored;

Based on the weight of the target item and/or the size in the attribute information, determine the size type of the target item; wherein, the item type includes a temperature layer type and a size type.

In other embodiments of the present application, the first processing unit 42 is specifically configured to perform the following steps:

When the temperature satisfies the first temperature threshold, it is determined that the thermosphere type is a freezing type;

When the temperature does not meet the first temperature threshold and meets the second temperature threshold, it is determined that the temperature layer type is a refrigeration type;

If the temperature does not meet the second temperature threshold, it is determined that the thermosphere type is the normal temperature type.

In other embodiments of the present application, the first processing unit 42 is specifically configured to perform the following steps:

If the size meets the size threshold, and/or the weight meets the weight threshold, the size type is determined to be large;

If the size does not meet the size threshold and the weight does not meet the weight threshold, determine that the size type is normal.

In other embodiments of the present application, the first sending unit 43 is configured to encrypt the target identifier and the item type using the target key, and send the encrypted target identifier and the encrypted item type to the management device;

Correspondingly, the receiving unit 41 is also configured to receive the processing result for the target item sent by the management device; wherein, the processing result represents whether the target storage location is determined.

It should be noted that, for a specific description of the steps performed by each unit, reference may be made to the storage information analysis method provided in the embodiments corresponding to FIGS. 1 and 3 , and details are not repeated here.

The storage information analysis device provided by the embodiment of the present application automatically acquires the attribute information of the target item and determines the item type based on the attribute information, and then the management device determines the target storage location of the target item in the warehouse based on the target identification and item type, so that the Storing the target items to the target storage location in the warehouse can save a lot of manpower, improve the efficiency and accuracy of storage, and solve the problems of low accuracy and low processing efficiency in the related technology when relying on manual implementation.

Based on the aforementioned embodiments, this embodiment of the present application provides another storage information analysis device (i.e., a management device), which can be applied to the storage information analysis method provided in the embodiments corresponding to Figures 2 to 3, as shown in Figure 7, The management device 5 may include:

The receiving unit 51 is configured to receive the target identification of the target item and the item type of the target item sent by the storage information analysis device; wherein, the item type is the attribute information obtained by the storage information analysis device based on the analysis of the acquired target image for the target item Determined; the target image is generated after the target item is projected by the target light; the item type can represent the storage method of the target item;

The second processing unit 52 is configured to determine the target storage location of the target item based on the target identifier and the item type, so that the target item is stored in the target storage location in the warehouse, so that the target item is stored in the target storage in the warehouse location.

In other embodiments of the present application, the second processing unit 52 is specifically configured to perform the following steps:

In the case of determining that the target item has been entered into the management device based on the target identification, the intermediate storage location is determined based on the temperature layer type and/or size type in the item type; wherein, the item type includes a temperature layer type and a size type, and the temperature layer type represents The temperature at which the target item is stored;

Receive the modification request for the intermediate storage location sent by the user;

Modify the intermediate storage location based on the storage location in the modification request to obtain the target storage location.

In other embodiments of the present application, the device also includes:

The second sending unit 53 is configured to send a processing result indicating whether the target storage location is determined to the storage information analysis device.

In other embodiments of the present application, the receiving unit 51 is specifically configured to perform the following steps:

When it is determined that the storage information analysis equipment meets the security conditions, receive the encrypted target identification and the encrypted item type sent by the storage information analysis equipment;

The encrypted target ID and the encrypted item type are decrypted by using the target key to obtain the target ID and item type.

It should be noted that, for a specific description of the steps performed by each unit, reference may be made to the storage information analysis method provided in the embodiments corresponding to FIGS. 2 to 3 , which will not be repeated here.

The management device provided in the embodiment of the present application determines the target storage location of the target item in the warehouse based on the target identification of the target item and the item type of the target item obtained by the storage information analysis equipment, so that the target item is stored in the warehouse. At the target storage location, a lot of manpower can be saved, the storage efficiency and accuracy rate can be improved, and the problems of low accuracy rate and low processing efficiency existing in the related technology when relying on manual implementation are solved.

Based on the aforementioned embodiments, the embodiments of the present application provide a warehouse information analysis device, which can be applied to the information analysis method provided in the embodiments corresponding to Figures 1 and 3, as shown in Figure 8, the warehouse information The analysis device 6 may comprise: a first processor 61, a first memory 62 and a first communication bus 63, wherein:

The first communication bus 63 is used to realize the communication connection between the first processor 61 and the first memory 62;

The first processor 61 is used to execute the warehouse information analysis program in the first memory 62, so as to realize the following steps:

Obtain the target identification of the target item and the target image for the target item; wherein, the target image is generated after the target item is projected by the target ray;

Analyze the target image to obtain the attribute information of the target item, and determine the item type of the target item based on the attribute information; wherein, the item type can represent the storage method of the target item;

Sending the target identification and item type to the management device; where the target identification and item type are used to make the management device determine the target storage location of the target item, so that the target item is stored at the target storage location in the warehouse.

In other embodiments of the present application, the first processor 61 is used to execute the storage information analysis program in the first memory 62 to determine the item type of the target item based on the attribute information, so as to realize the following steps:

Based on the temperature in the attribute information, determine the temperature layer type of the target item; wherein, the temperature layer type represents the temperature of the target item when it is stored;

Based on the weight of the target item and/or the size in the attribute information, determine the size type of the target item; wherein, the item type includes a temperature layer type and a size type.

In other embodiments of the present application, the first processor 61 is used to execute the storage information analysis program in the first memory 62 to determine the temperature layer type of the target item based on the temperature in the attribute information, so as to implement the following steps:

When the temperature satisfies the first temperature threshold, it is determined that the thermosphere type is a freezing type;

When the temperature does not meet the first temperature threshold and meets the second temperature threshold, it is determined that the temperature layer type is a refrigeration type;

If the temperature does not meet the second temperature threshold, it is determined that the thermosphere type is the normal temperature type.

In other embodiments of the present application, the first processor 61 is configured to execute the storage information analysis program in the first memory 62 to determine the size type of the target item based on the weight of the target item and/or the size in the attribute information, so as to Implement the following steps:

If the size meets the size threshold, and/or the weight meets the weight threshold, the size type is determined to be large;

If the size does not meet the size threshold and the weight does not meet the weight threshold, determine that the size type is normal.

In other embodiments of the present application, the first processor 61 is configured to execute the storage information analysis program in the first memory 62 to send the target identification and item type to the management device, so as to implement the following steps:

Use the target key to encrypt the target ID and item type, and send the encrypted target ID and encrypted item type to the management device;

Correspondingly, the first processor 61 is used to execute the warehouse information analysis program in the first memory 62 and can also implement the following steps:

A processing result for the target item sent by the management device is received; wherein, the processing result indicates whether the target storage location is determined.

It should be noted that, for a specific description of the steps performed by the first processor, reference may be made to the storage information analysis method provided in the embodiments corresponding to FIGS. 1 and 3 , and details are not repeated here.

The storage information analysis device provided by the embodiment of the present application automatically acquires the attribute information of the target item and determines the item type based on the attribute information, and then the management device determines the target storage location of the target item in the warehouse based on the target identification and item type, so that Storing the target item to the target storage location in the warehouse can save a lot of manpower, improve the storage efficiency and accuracy rate, and solve the problems of low accuracy rate and low processing efficiency in the related technology when relying on manual implementation.

Based on the foregoing embodiments, the embodiments of the present application provide a management device, which can be applied to the storage information analysis method provided in the embodiments corresponding to Figures 2 to 3. Referring to Figure 9, the management device 7 may include: The second processor 71, the second memory 72 and the second communication bus 73, wherein:

The second communication bus 73 is used to realize the communication connection between the second processor 71 and the second memory 72;

The second processor 71 is used to execute the warehouse information analysis program in the second memory 72, so as to realize the following steps:

Receive the target identification of the target item and the item type of the target item sent by the storage information analysis device; wherein, the item type is determined by the storage information analysis device based on the attribute information obtained after analyzing the target image for the target item; the target image It is generated after the target item is projected by the target ray; the item type can represent the storage method of the target item;

Based on the target identifier and the item type, a target storage location of the target item is determined, so that the target item is stored at the target storage location in the warehouse.

In other embodiments of the present application, the second processor 71 is configured to execute the storage information analysis program in the second memory 72 based on the target identification and the item type to determine the target storage location of the target item, so as to implement the following steps:

When it is determined based on the target identification that the target item has been entered into the management device, the intermediate storage location is determined based on the temperature layer type and size type in the item type; wherein, the item type includes the temperature layer type and size type, and the temperature layer type represents the target item temperature during storage;

Receive the modification request for the intermediate storage location sent by the user;

Modify the intermediate storage location based on the storage location in the modification request to obtain the target storage location.

In other embodiments of the present application, the second processor 71 is used to execute the storage information analysis program in the second memory 72 and may also implement the following steps:

Send the processing result indicating whether the target storage location is determined to the storage information analysis device.

In other embodiments of the present application, the second processor 71 is configured to execute the storage information analysis program in the second memory 72 to receive the target identification of the target item and the item type of the target item sent by the storage information analysis device, so as to achieve the following step:

When it is determined that the storage information analysis equipment meets the security conditions, receive the encrypted target identification and the encrypted item type sent by the storage information analysis equipment;

The encrypted target ID and the encrypted item type are decrypted by using the target key to obtain the target ID and item type.

It should be noted that, for a specific description of the steps performed by the second processor, reference may be made to the storage information analysis method provided in the embodiments corresponding to FIGS. 2 to 3 , which will not be repeated here.

The management device provided in the embodiment of the present application determines the target storage location of the target item based on the target identification of the target item and the item type of the target item acquired by the warehouse information analysis device, so as to store the target item in the target storage location in the warehouse , can save a lot of manpower, improve the efficiency and accuracy of storage, and solve the problems of low accuracy and low processing efficiency in the related technology when relying on manual implementation.

Based on the foregoing embodiments, the embodiments of the present application provide a computer-readable storage medium, where one or more programs are stored in the computer-readable storage medium, and the one or more programs can be executed by one or more processors to Realize the steps of the storage information analysis method provided by the embodiments corresponding to Figs. 1-3.

Those skilled in the art should understand that the embodiments of the present application may be provided as methods, systems, or computer program products. Accordingly, the present application may take the form of a hardware embodiment, a software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage and optical storage, etc.) having computer-usable program code embodied therein.

The present application is described with reference to flowcharts and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the present application. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor, or processor of other programmable data processing equipment to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing equipment produce a An apparatus for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.

These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions The device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.

These computer program instructions can also be loaded onto a computer or other programmable data processing device, causing a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process, thereby The instructions provide steps for implementing the functions specified in the flow chart or blocks of the flowchart and/or the block or blocks of the block diagrams.

The above descriptions are only preferred embodiments of the present application, and are not intended to limit the protection scope of the present application.

Claims (13)

1. A method for analyzing warehouse information, the method comprising:

acquiring a target identification of a target article and a target image aiming at the target article; wherein the target image is generated after the target object is projected by the target ray;

analyzing the target image to obtain attribute information of the target object, and determining the object type of the target object based on the attribute information; wherein the item type can characterize a storage manner of the target item;

sending the target identification and the item type to a management device; wherein the target identification and the item type are used to cause the management device to determine a target storage location of the target item in a warehouse, thereby storing the target item at the target storage location in the warehouse.

2. The method of claim 1, wherein said determining an item type of the target item based on the attribute information comprises:

determining a temperature layer type of the target object based on the temperature in the attribute information; wherein the temperature layer type characterizes a temperature at which the target item is stored;

determining a size type of the target item based on the weight of the target item and/or the size in the attribute information; wherein the item type includes the warm layer type and the size type.

3. The method of claim 2, wherein the determining the temperature zone type of the target item based on the temperature in the attribute information comprises:

determining that the temperature layer type is a freezing type under the condition that the temperature meets a first temperature threshold value;

determining that the temperature layer type is a refrigeration type under the condition that the temperature does not meet the first temperature threshold and meets a second temperature threshold;

determining that the temperature layer type is a normal temperature type if the temperature does not satisfy the second temperature threshold.

4. The method of claim 2, wherein the determining the size type of the target item based on the weight of the target item and/or the size in the attribute information comprises:

determining the size type as a large piece type if the size meets a size threshold, and/or the weight meets a weight threshold;

determining the size type to be a normal type if the size does not satisfy the size threshold and the weight does not satisfy the weight threshold.

5. The method of claim 1, wherein said sending said target identification and said item type to a management device comprises:

and encrypting the target identifier and the type of the article by adopting a target key, and sending the encrypted target identifier and the encrypted type of the article to the management equipment.

6. A method for analyzing warehouse information, the method comprising:

receiving a target identification of a target article and an article type of the target article, which are sent by warehousing information analysis equipment; wherein the article type is determined by the warehousing information analysis equipment based on attribute information obtained by analyzing the acquired target image for the target article; the target image is generated after the target object is projected by target light; the article type can represent the storage mode of the target article;

determining a target storage location for the target item based on the target identification and the item type such that the target item is stored to a warehouse at the target storage location.

7. The method of claim 6, wherein determining the target storage location for the target item based on the target identification and the item type comprises:

determining an intermediate storage location based on a temperature layer type and a size type if it is determined that the target item is entered into the management device based on the target identification; wherein the item type comprises the temperature layer type and a size type, and the temperature layer type represents the temperature of the target item during storage;

receiving a modification request sent by a user and aiming at the intermediate storage position;

and modifying the intermediate storage position based on the storage position in the modification request to obtain the target storage position.

8. The method according to claim 6, wherein the receiving of the target identifier of the target item and the item type of the target item sent by the warehousing information analysis equipment comprises:

receiving the encrypted target identification and the encrypted article type sent by the warehousing information analysis equipment under the condition that the warehousing information analysis equipment is determined to meet the safety condition;

and decrypting the encrypted target identifier and the encrypted article type by adopting a target key to obtain the target identifier and the article type.

9. A device for analyzing warehouse information, the device comprising:

the system comprises an acquisition unit, a display unit and a control unit, wherein the acquisition unit is used for acquiring a target identification of a target article and a target image aiming at the target article; the target image is generated after the target object is projected by target light;

the first processing unit is used for analyzing the target image to obtain attribute information of the target object and determining the object type of the target object based on the attribute information; wherein the item type can characterize a storage manner of the target item;

the first sending unit is used for sending the target identification and the article type to a management device; wherein the target identification and the item type are used to cause the management device to determine a target storage location of the target item in a warehouse, thereby storing the target item at the target storage location in the warehouse.

10. A device for analyzing warehouse information, the device comprising:

the receiving unit is used for receiving the target identification of the target object and the object type of the target object, which are sent by the warehousing information analysis equipment; wherein the article type is determined by the warehousing information analysis equipment based on attribute information obtained by analyzing the acquired target image for the target article; the target image is generated after the target object is projected by target light; the article type can represent the storage mode of the target article;

a second processing unit for determining a target storage location of the target item based on the target identification and the item type, such that the target item is stored to the target storage location in a warehouse.

11. A device for analyzing warehouse information, characterized in that the device comprises: a first processor, a first memory, and a first communication bus;

the first communication bus is used for realizing communication connection between the first processor and the first memory;

the first processor is used for executing the warehousing information analysis program in the first memory to realize the steps of the warehousing information analysis method according to any one of claims 1-5.

12. A management device, characterized in that the device comprises: a second processor, a second memory, and a second communication bus;

the second communication bus is used for realizing communication connection between the second processor and the second memory;

the second processor is configured to execute the warehousing information analysis program in the second memory to implement the steps of the warehousing information analysis method according to any one of claims 6-8.

13. A computer readable storage medium, characterized in that the computer readable storage medium stores one or more programs which are executable by one or more processors to implement the steps of the warehouse information analysis method as claimed in any one of claims 1 to 5 or claims 6 to 8.

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