CN115953115A - Warehouse-out automatic recommendation system and method - Google Patents
Warehouse-out automatic recommendation system and method Download PDFInfo
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Abstract
The invention discloses an automatic warehouse-out recommendation system and method, comprising the following steps: the inventory information module is used for providing inventory information of each product; the rule configuration module is used for configuring a plurality of rule groups; the inventory marking module is used for performing one-to-one association on the product and the rule group, and performing information marking on the product of the inventory information module through the associated rule group to obtain inventory marking information of the product; the warehouse information module is used for providing warehouse and equipment information; and the ex-warehouse distribution module is used for obtaining a final ex-warehouse inventory queue according to the matching degree of each inventory corresponding to the ex-warehouse product and the ex-warehouse efficiency of each warehouse position, and taking the minimum inventory items meeting the ex-warehouse quantity from the final ex-warehouse inventory queue as an ex-warehouse recommendation result. The recommendation system of the invention automatically gives the optimal ex-warehouse result.
Description
Technical Field
The invention belongs to the field of warehouse information management, and particularly relates to an automatic warehouse-out recommendation system and method.
Background
The information management of warehouses has become a development trend of the warehousing industry, but the current warehouse-out mainly depends on manual selection of the warehouse to be warehoused in the warehousing management system and recording in the system, and in addition, under the condition that different customers have different warehouse-out requirements, the problems of high error rate and low execution efficiency of the warehouse-out inventory distribution mode depending on manual selection are urgently solved. In the high-speed development of the storage enterprises, manual processing links are reduced as much as possible, and quality and efficiency improvement are required through deeper informatization upgrading. And warehouse informatization management is more and more common, and a foundation is laid for automatic matching of warehouse delivery.
The existing ex-warehouse distribution scheme generally performs ex-warehouse inventory distribution according to a fixed ex-warehouse rule, such as a first-in first-out rule of a warehousing date, and the system operation logic is simple and the distribution efficiency is high; in addition, some optimized ex-warehouse distribution schemes can realize relatively accurate ex-warehouse stock distribution by combining with product attribute information required by customers.
In the existing ex-warehouse distribution scheme, firstly, personalized ex-warehouse distribution rules cannot be realized according to the requirements of different customers, and the flexibility is low; secondly, automatic and reasonable recommendation cannot be achieved for the condition that the product attribute information is delivered according to the requirements of customers and the inventory is insufficient; and thirdly, only the ex-warehouse distribution link is considered in the aspect of ex-warehouse efficiency, and the execution efficiency of the in-warehouse transportation link is neglected.
Disclosure of Invention
In order to solve the problems in the prior art, the invention provides an automatic warehouse-out recommendation system and method.
The technical problem to be solved by the invention is realized by the following technical scheme:
an automatic warehouse-out recommendation system comprises an inventory information module, a rule configuration module, an inventory marking module, an warehouse-out distribution module and a warehouse information module, wherein:
the inventory information module is used for storing and providing inventory information of each product;
the rule configuration module is used for configuring a plurality of rule groups, and each rule group comprises a plurality of rule details;
the inventory marking module is used for performing one-to-one association on the product and the rule group, and performing information marking on the product of the inventory information module through the associated rule group to obtain inventory marking information of the product;
the warehouse information module is used for providing warehouse and equipment information;
the ex-warehouse distribution module is used for acquiring all inventory information of ex-warehouse products from the inventory information module according to ex-warehouse information so as to form a first ex-warehouse inventory queue;
the ex-warehouse distribution module is further configured to obtain a matching degree of each warehouse corresponding to the ex-warehouse product according to the warehouse marking information of the ex-warehouse product acquired from the warehouse marking module and the rule set associated with the ex-warehouse product acquired from the warehouse marking module, and perform first sorting on the first ex-warehouse inventory queue according to the matching degree of each warehouse to obtain a second ex-warehouse inventory queue, where the matching degree is used for measuring feasibility of ex-warehouse of each warehouse;
the ex-warehouse distribution module is further configured to obtain ex-warehouse efficiencies of the warehouse locations according to the warehouse and equipment information in the warehouse information module, reorder the inventories with the same matching degree in the second ex-warehouse inventory queue according to the ex-warehouse efficiencies from small to large to obtain a final ex-warehouse inventory queue, and take out the least inventory items meeting the ex-warehouse quantity from the final ex-warehouse inventory queue as an ex-warehouse recommendation result.
Optionally, the inventory information includes an inventory unique code, a product name, an inventory quantity, and a location of the inventory.
Optionally, the rule detail includes a tag name, a data type, a weight, and a sorting rule, and the data type includes a number, a date, and a character.
Optionally, the warehouse and equipment information includes a shortest line length from each warehouse location to each warehouse exit door, a height of each warehouse location, an average moving speed of the forklift in the warehouse, an average ascending speed of the forklift, and an average descending speed of the forklift.
Optionally, the obtaining, according to the inventory marking information of the ex-warehouse product obtained from the inventory marking module and the rule group associated with the ex-warehouse product obtained from the inventory marking module, a matching degree of each inventory corresponding to the ex-warehouse product, and performing first sorting on the first ex-warehouse inventory queue according to the matching degree of each inventory to obtain a second ex-warehouse inventory queue specifically includes:
acquiring inventory marking information of the ex-warehouse products and a rule group associated with the ex-warehouse products from the inventory marking module, and acquiring all rule details of the rule group associated with the ex-warehouse products from the rule configuration module;
determining the priority of each rule detail marking value corresponding to each stock according to the stock marking information of the ex-warehouse products and the rule details of the rule group corresponding to the ex-warehouse products, wherein the higher the mark value of the same rule detail in the sorting rule is, the higher the priority is;
based on the matching degree calculation model, obtaining the matching degree of each stock corresponding to the ex-warehouse product according to the rule details of the rule group corresponding to the ex-warehouse product and the priority of each rule detail marking value corresponding to each stock;
and performing first sorting on the first ex-warehouse inventory queue according to the matching degree of each inventory corresponding to the ex-warehouse products from large to small to obtain a second ex-warehouse inventory queue.
Optionally, the matching degree calculation model is:
wherein the content of the first and second substances,
for matching degree, n is the number of rules in the rule group associated with the ex-warehouse product, and ` the number of rules in the rule group associated with the out-warehouse product>
Is the weight value of the ith rule detail>
For the weight of the jth rule detail>
And marking the priority of the value of the ith rule detail corresponding to the current stock.
Optionally, the obtaining the warehouse-out efficiency of each warehouse location according to the warehouse and the device information in the warehouse information module includes:
based on a warehouse-out efficiency calculation model, acquiring the warehouse-out efficiency of each warehouse location according to the warehouse and equipment information in the warehouse information module;
the ex-warehouse efficiency calculation model is as follows:
wherein the content of the first and second substances,
for the delivery efficiency, is>
For the height of the bin currently in stock>
Is the shortest line length from the bin position currently in stock to the bin gate of the ex-warehouse, and>
is the average lifting speed of the forklift truck>
Is the average falling speed of the forklift truck>
The average moving speed of the forklift in the warehouse is obtained.
Optionally, the warehouse-out information includes warehouse-out products, warehouse-out quantity and warehouse-out door.
The invention also provides an automatic ex-warehouse recommendation method, which is implemented by using the automatic ex-warehouse recommendation system in any embodiment and comprises the following steps:
the ex-warehouse distribution module acquires ex-warehouse information;
the ex-warehouse distribution module acquires all inventory information of ex-warehouse products from the inventory information module according to the ex-warehouse information to form a first ex-warehouse inventory queue;
the ex-warehouse distribution module obtains the matching degree of each warehouse corresponding to the ex-warehouse products according to the warehouse marking information of the ex-warehouse products acquired from the warehouse marking module and the rule set associated with the ex-warehouse products acquired from the warehouse marking module, and performs first sorting on the first ex-warehouse inventory queue according to the matching degree of each warehouse to obtain a second ex-warehouse inventory queue, wherein the matching degree is used for measuring the feasibility of ex-warehouse of each warehouse;
the ex-warehouse distribution module obtains the ex-warehouse efficiency of each warehouse location according to the warehouse and equipment information in the warehouse information module, reorders the inventories with the same matching degree in the second ex-warehouse inventory queue from small to large according to the ex-warehouse efficiency to obtain a final ex-warehouse inventory queue, and takes out the least inventory items meeting the ex-warehouse quantity from the final ex-warehouse inventory queue to serve as an ex-warehouse recommendation result.
Optionally, the obtaining, according to the inventory marking information of the ex-warehouse product obtained from the inventory marking module and the rule group associated with the ex-warehouse product obtained from the inventory marking module, the matching degree of each inventory corresponding to the ex-warehouse product, and performing first sorting on the first ex-warehouse inventory queue according to the matching degree of each inventory to obtain a second ex-warehouse inventory queue specifically includes:
acquiring inventory marking information of the ex-warehouse products and a rule group associated with the ex-warehouse products from the inventory marking module, and acquiring all rule details of the rule group associated with the ex-warehouse products from the rule configuration module;
determining the priority of each rule detail marking value corresponding to each stock according to the stock marking information of the ex-warehouse products and the rule details of the rule group corresponding to the ex-warehouse products, wherein the higher the mark value of the same rule detail in the sorting rule is, the higher the priority is;
based on the matching degree calculation model, obtaining the matching degree of each stock corresponding to the ex-warehouse product according to the rule details of the rule group corresponding to the ex-warehouse product and the priority of each rule detail marking value corresponding to each stock;
and sequencing the first ex-warehouse inventory queue for the first time from large to small according to the matching degree of each inventory corresponding to the ex-warehouse products to obtain a second ex-warehouse inventory queue.
The invention provides a warehouse ex-warehouse inventory recommendation system capable of realizing automatic ex-warehouse, which determines the matching degree of each inventory corresponding to ex-warehouse products through preset rule configuration, thereby realizing the first sorting of the to-be-ex-warehouse inventory queues, and then optimizing the to-be-ex-warehouse inventory queues sorted for the first time by utilizing the ex-warehouse efficiency of each warehouse location.
The present invention will be described in further detail with reference to the accompanying drawings.
Drawings
Fig. 1 is a schematic structural diagram of an automated warehouse-out recommendation system according to an embodiment of the present invention;
fig. 2 is a flowchart of an automated warehouse-out recommendation method according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to specific examples, but the embodiments of the present invention are not limited thereto.
In order to effectively realize automatic warehouse-out in the warehousing industry, the embodiment of the invention provides an automatic warehouse-out recommendation system. In practical application, the system can be deployed on electronic equipment such as a computer or terminal equipment, and the system is a client software module; or, the system may also be a client device, in which a computer program is installed, so as to implement the function of the ex-warehouse automatic recommendation system provided by the embodiment of the invention in cooperation with the computer program.
Referring to fig. 1, fig. 1 is a schematic structural diagram of an ex-warehouse automated recommendation system of a warehouse according to an embodiment of the present invention, the embodiment of the present invention provides an ex-warehouse automated recommendation system of a warehouse, the ex-warehouse automated recommendation system includes an inventory information module, a rule configuration module, an inventory marking module, an ex-warehouse allocation module, and a warehouse information module, wherein:
the inventory information module is used for storing and providing inventory information of each product, and is particularly used for recording the inventory information of each product in the warehouse, each inventory information comprises an inventory unique code, a product name, inventory quantity and a position where the product is located, the inventory unique code is the inventory information corresponding to different batches of products, and each inventory represents the quantity of the same batch of products stored in one position.
The rule configuration module is used for configuring a plurality of rule groups, each rule group comprises a plurality of rule details, and each rule detail is used for limiting one rule.
In this embodiment, the rule details include a tag name, a data type, a weight, and a sorting rule, where the data type includes a number, a date, and a character, the tag name includes, for example, a warehousing date, a quality level, and/or a production lot number, the warehousing date corresponds to the date in the data type, the date is a specific warehousing time, the quality level corresponds to the number, the number is a specific quality level, the character corresponds to the production lot number, and the character is a specific production lot number; the weight value is a number, which identifies the importance of the rule, for example, according to the actual work, the weight value of the rule corresponding to the tag name production batch number is set to be greater than the weight value of the rule corresponding to the tag name quality grade, the weight value of the rule corresponding to the tag name quality grade is set to be greater than the weight value of the rule corresponding to the tag name warehousing date, for example, the weight value of the rule corresponding to the tag name production batch number is 5, the weight value of the rule corresponding to the tag name quality grade is 3, the weight value of the rule corresponding to the tag name warehousing date is 2, and the specific weight value can be set according to a specific product, which is not specifically limited in this embodiment; the sorting rules include a positive order and a negative order, representing a desired out-of-stock order. For example, the ordering rule of the numbers in the data type is in a reverse order, that is, the numbers are ordered from large to small, the ordering rule of the dates in the data type is in a positive order, that is, the dates are ordered from small to large, and the ordering rule of the characters in the data type is in a positive order, that is, the characters are ordered from small to large.
And the inventory marking module is used for performing one-to-one association on the products and the rule groups, and performing information marking on the products of the inventory information module through the associated rule groups to obtain inventory marking information of the products.
In this embodiment, each product corresponds to one rule group, and the rule of the product is specified by the rule details of the rule group corresponding to the product, so that the rule group associated with each product is recorded in the inventory marking module, and after the ex-warehouse distribution module obtains the product to be ex-warehouse, the rule group associated with the ex-warehouse product can be determined by the inventory marking module, so that the corresponding rule details can be called from the rule configuration module; and the inventory marking module marks information of each product inventory by utilizing the inventory unique code (unique codes corresponding to different batches of products), the production batch number, the inventory date and the quality grade, so that the inventory marking information of each product can be obtained at the inventory marking module.
And the warehouse information module is used for providing information of a warehouse and equipment.
In this embodiment, a plurality of warehouse locations and a plurality of warehouse exit doors are provided in each warehouse, each warehouse location is used for placing different batches of different types of products, the forklift is used for transporting the products to the corresponding warehouse locations and taking the products out of the corresponding warehouse locations, and the warehouse and equipment information includes the shortest line length from each warehouse location to each warehouse exit door, the height of each warehouse location, the average moving speed of the forklift in the warehouse, the average ascending speed of the forklift, and the average descending speed of the forklift.
And the ex-warehouse distribution module is used for acquiring all inventory information of ex-warehouse products from the inventory information module according to the ex-warehouse information so as to form a first ex-warehouse inventory queue.
In this embodiment, the ex-warehouse distribution module receives ex-warehouse information, where the ex-warehouse information is related to products that need to be ex-warehouse, and the ex-warehouse information includes, for example, ex-warehouse products, ex-warehouse quantity, and ex-warehouse doors. Because the inventory information of all products stored in the current warehouse is recorded in the inventory information module, after the ex-warehouse distribution module receives the ex-warehouse information, all inventory items of the ex-warehouse products can be directly acquired from the inventory information module to form a first ex-warehouse inventory queue, and the first ex-warehouse inventory queue can be arranged according to the size of the unique inventory code.
The ex-warehouse distribution module is further used for obtaining the matching degree of each warehouse corresponding to the ex-warehouse products according to the warehouse marking information of the ex-warehouse products obtained from the warehouse marking module and the rule set associated with the ex-warehouse products obtained from the warehouse marking module, and sequencing the first ex-warehouse inventory queue for the first time according to the matching degree of each warehouse, wherein the matching degree is used for measuring the feasibility of each warehouse ex-warehouse.
In a specific embodiment, the obtaining a matching degree of each inventory corresponding to the ex-warehouse product according to the inventory marking information of the ex-warehouse product acquired from the inventory marking module and the rule set associated with the ex-warehouse product acquired from the inventory marking module, and performing first sorting on the first ex-warehouse inventory queue according to the matching degree of each inventory, may specifically include:
acquiring inventory marking information of the ex-warehouse products and rule groups associated with the ex-warehouse products from an inventory marking module, and acquiring all rule details of the rule groups associated with the ex-warehouse products from a rule configuration module;
determining the priority of each rule detail marking value corresponding to each stock according to the stock marking information of the ex-warehouse products and the rule details of the rule group corresponding to the ex-warehouse products, wherein the higher the mark value of the same rule detail in the sorting rule is, the higher the priority is, namely the higher the priority is, the mark value is different data corresponding to different mark names;
based on the matching degree calculation model, obtaining the matching degree of each stock corresponding to the ex-warehouse product according to the rule details of the rule group corresponding to the ex-warehouse product and the priority of each rule detail marking value corresponding to each stock;
and performing first sorting on the first ex-warehouse inventory queue according to the matching degree of each inventory corresponding to the ex-warehouse products from large to small to obtain a second ex-warehouse inventory queue.
Specifically, after the ex-warehouse distribution module receives the ex-warehouse information, the product to be ex-warehouse is determined, then, the rule group associated with the ex-warehouse product can be obtained from the inventory marking module through the product to be ex-warehouse, after the rule group associated with the ex-warehouse product is determined, the rule details of the associated rule group can be obtained from the rule configuration module, and the inventory marking information corresponding to each inventory corresponding to the product to be ex-warehouse is called from the inventory marking module according to the rule details.
And then, firstly, respectively carrying out duplicate removal processing on the marked mark values under each rule detail in the first ex-warehouse inventory queue, respectively sequencing the mark values according to the sequencing rules in the rule details, and marking the priority for the mark values of different rule details corresponding to each inventory, wherein the priority of the first-ranked mark value in the mark values of the same rule detail is the highest and is marked as 1, and the priority of the mark value arranged behind is 80 percent of the priority of the first-ranked mark value, thereby completing the calculation of the priority of all inventory mark values.
Then, calculating the matching degree of each stock by using a matching degree calculation model, so that the first ex-warehouse stock queue can be sorted by using the matching degrees of all the stocks, the re-sorted first ex-warehouse stock queue is a second ex-warehouse stock queue, and the matching degree calculation model is as follows:
wherein, the first and the second end of the pipe are connected with each other,
for matching degree, n is the number of rules in the rule group associated with the ex-warehouse product, and ` the number of rules in the rule group associated with the out-warehouse product>
For the weight of the ith rule detail>
Is the weight value of the jth rule detail>
And marking the priority of the value of the ith rule detail corresponding to the current stock.
And the ex-warehouse distribution module is also used for obtaining the ex-warehouse efficiency of each warehouse position according to the warehouse and equipment information in the warehouse information module, reordering the stocks with the same matching degree in the second ex-warehouse stock queue according to the ex-warehouse efficiency from small to large to obtain a final ex-warehouse stock queue, and taking out the least stock entries meeting the ex-warehouse quantity requirement from the final ex-warehouse stock queue to serve as ex-warehouse recommendation results.
Specifically, based on the ex-warehouse efficiency calculation model, the ex-warehouse efficiency of each warehouse location is obtained according to the warehouse and equipment information in the warehouse information module, and the ex-warehouse efficiency calculation model is as follows:
wherein, the first and the second end of the pipe are connected with each other,
for the delivery efficiency, is>
For the bin height of the current inventory>
Is the shortest line length from the current inventory bin position to the outbound bin gate, <' > or>
Is the average lifting speed of the forklift truck>
Is the average falling speed of the forklift truck>
The average moving speed of the forklift in the warehouse.
The invention provides a warehouse ex-warehouse inventory recommendation system capable of realizing automatic ex-warehouse, which determines the matching degree of each inventory corresponding to ex-warehouse products through preset rule configuration, thereby realizing the first sorting of the to-be-ex-warehouse inventory queues, and then optimizing the to-be-ex-warehouse queues sorted for the first time by utilizing the ex-warehouse efficiency of each warehouse location.
Example two
Based on the same inventive concept, the embodiment of the invention also provides an automatic warehouse-out recommendation method, as shown in fig. 2, the automatic warehouse-out recommendation method comprises the following steps:
s10: the ex-warehouse distribution module acquires ex-warehouse information;
s20: the ex-warehouse distribution module acquires all inventory information of ex-warehouse products from the inventory information module according to the ex-warehouse information to form a first ex-warehouse inventory queue;
s30: the ex-warehouse distribution module obtains the matching degree of each warehouse corresponding to the ex-warehouse products according to the warehouse marking information of the ex-warehouse products acquired from the warehouse marking module and the rule set associated with the ex-warehouse products acquired from the warehouse marking module, and performs first sorting on the first ex-warehouse inventory queue according to the matching degree of each warehouse to obtain a second ex-warehouse inventory queue, wherein the matching degree is used for measuring the feasibility of ex-warehouse of each warehouse;
s40: the ex-warehouse distribution module obtains the ex-warehouse efficiency of each warehouse location according to the warehouse and equipment information in the warehouse information module, reorders the inventories with the same matching degree in the second ex-warehouse inventory queue from small to large according to the ex-warehouse efficiency to obtain a final ex-warehouse inventory queue, and takes out the least inventory items meeting the ex-warehouse quantity from the final ex-warehouse inventory queue to serve as an ex-warehouse recommendation result.
In a specific embodiment, step S30 may specifically include:
s301: acquiring inventory marking information of the ex-warehouse product and a rule group associated with the ex-warehouse product from an inventory marking module, and acquiring all rule details of the rule group associated with the ex-warehouse product from a rule configuration module;
s302: determining the priority of each rule detail marking value corresponding to each stock according to the stock marking information of the ex-warehouse products and the rule details of the rule group corresponding to the ex-warehouse products;
s303: based on the matching degree calculation model, obtaining the matching degree of each stock corresponding to the ex-warehouse product according to the rule details of the rule group corresponding to the ex-warehouse product and the priority of each rule detail marking value corresponding to each stock;
s304: and performing first sorting on the first ex-warehouse inventory queue according to the matching degree of each inventory corresponding to the ex-warehouse products from large to small to obtain a second ex-warehouse inventory queue.
The effects of the present invention can be further explained by the following simulation experiments.
1. The ex-warehouse distribution module receives ex-warehouse information, and the ex-warehouse information is shown in table 1.
TABLE 1 warehouse-out information
2. The ex-warehouse distribution module acquires the inventory information of all the products from the inventory information module, and the inventory information is shown in table 2.
TABLE 2 inventory information
3. The rule set 001 associated with the ham sausage product is obtained from the stock marking module by the ex-warehouse distribution module, and the rule details obtained from the rule configuration module to the rule set 001 are shown in table 3.
TABLE 3 rule details of rule set 001
4. The inventory marking information obtained by the ex-warehouse distribution module from the inventory marking module to the ham sausage products is shown in table 4.
TABLE 4 inventory tag information
5. The height of each warehouse location and the shortest route length to each warehouse-out door acquired by the warehouse-out distribution module from the warehouse information module are shown in table 5.
TABLE 5 height and Length information
6. The ex-warehouse allocation module acquires the equipment information from the warehouse information module as shown in table 6.
TABLE 6 device information
7. The result of calculating the priority of each tag value by the ex-warehouse allocation module according to the configuration information in step 2 and the inventory tag information in step 3 is shown in table 7.
TABLE 7 priority results
8. The matching degree of each stock is calculated by using the matching degree calculation model based on the arrangement information in step 2 and the priority information in step 7, and the calculation result is shown in table 8.
TABLE 8 matching degree of stocks
The inventory is sorted for the first time according to the matching degree, and the optimized ex-warehouse sequence after sorting by the ex-warehouse distribution module is shown in table 9.
TABLE 9 optimized Exit sequence
9. According to the step 4 and the step 5, the warehouse-out efficiency calculation model is used for calculating the warehouse-out efficiency from the warehouse position of each ham sausage product to the warehouse-out door 2, and the warehouse-out efficiency is shown in the table 10.
TABLE 10 warehouse out efficiency
And sorting the sub-queues with the same matching degree in the queues for the second time according to the ex-warehouse efficiency, wherein the optimal ex-warehouse sequence after sorting by the ex-warehouse distribution module is shown in a table 11.
TABLE 11 optimal Exit sequence
10. Based on the ex-warehouse quantity, the ex-warehouse allocation module finally recommends the ex-warehouse inventory as shown in table 12.
TABLE 12 Final Recommendations of ex-warehouse inventory results
EXAMPLE III
An embodiment of the present invention further provides an electronic device, as shown in fig. 3, including a processor 301, a communication interface 302, a memory 303 and a communication bus 304, where the processor 301, the communication interface 302 and the memory 303 complete mutual communication through the communication bus 304,
a memory 303 for storing a computer program;
the processor 301 is configured to implement the method steps of any of the warehouse ex-warehouse automated recommendation methods when executing the program stored in the memory 303.
The communication bus mentioned in the electronic device may be a Peripheral Component Interconnect (PCI) bus, an Extended Industry Standard Architecture (EISA) bus, or the like. The communication bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, only one thick line is used to illustrate, but not only one bus or one type of bus.
The communication interface is used for communication between the electronic equipment and other equipment.
The Memory may include a Random Access Memory (RAM) or a Non-volatile Memory (NVM), such as at least one disk Memory. Optionally, the memory may also be at least one memory device located remotely from the processor.
The processor may be a general-purpose processor, including a Central Processing Unit (CPU), a Network Processor (NP), and the like; but also Digital Signal Processors (DSPs), application Specific Integrated Circuits (ASICs), field Programmable Gate Arrays (FPGAs) or other programmable logic devices, discrete gates or transistor logic devices, discrete hardware components.
The invention also provides a computer readable storage medium. The computer readable storage medium stores a computer program, and when the computer program is executed by a processor, the method steps of any of the warehouse ex-warehouse automated recommendation system and the warehouse ex-warehouse automated recommendation method are realized.
Alternatively, the computer-readable storage medium may be a Non-Volatile Memory (NVM), such as at least one disk Memory.
Optionally, the computer readable memory may also be at least one storage device located remotely from the aforementioned processor.
In yet another embodiment of the present invention, there is also provided a computer program product comprising instructions which, when executed on a computer, cause the computer to perform the method steps of any of the warehouse ex-warehouse automated recommendation systems and methods described above.
It should be noted that, for the method/electronic device/storage medium/computer program product embodiment, since it is basically similar to the system embodiment, the description is simple, and the relevant points can be referred to the partial description of the system embodiment.
It should be noted that the terms "first" and "second" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more features. In the description of the present invention, "a plurality" means two or more unless specifically defined otherwise.
In the description of the specification, reference to the description of the term "one embodiment", "some embodiments", "an example", "a specific example", or "some examples", etc., means that a particular feature or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples described in this specification can be combined and combined by those skilled in the art.
While the invention has been described in connection with various embodiments, other variations to the disclosed embodiments can be understood and effected by those skilled in the art in practicing the claimed invention, from a review of the drawings and the disclosure. In the specification, the word "comprising" does not exclude other elements or steps, and the word "a" or "an" does not exclude a plurality. Some measures are described in mutually different embodiments, but this does not indicate that these measures cannot be combined to give good results.
The foregoing is a more detailed description of the invention in connection with specific preferred embodiments and it is not intended that the invention be limited to these specific details. For those skilled in the art to which the invention pertains, several simple deductions or substitutions can be made without departing from the spirit of the invention, and all shall be considered as belonging to the protection scope of the invention.
Claims (10)
1. The automatic warehouse-out recommendation system is characterized by comprising an inventory information module, a rule configuration module, an inventory marking module, an warehouse-out distribution module and a warehouse information module, wherein:
the inventory information module is used for storing and providing inventory information of each product;
the rule configuration module is used for configuring a plurality of rule groups, and each rule group comprises a plurality of rule details;
the inventory marking module is used for performing one-to-one association on the product and the rule group, and performing information marking on the product of the inventory information module through the associated rule group to obtain inventory marking information of the product;
the warehouse information module is used for providing warehouse and equipment information;
the ex-warehouse distribution module is used for acquiring all inventory information of ex-warehouse products from the inventory information module according to ex-warehouse information so as to form a first ex-warehouse inventory queue;
the ex-warehouse distribution module is further configured to obtain a matching degree of each warehouse corresponding to the ex-warehouse product according to the warehouse marking information of the ex-warehouse product acquired from the warehouse marking module and the rule set associated with the ex-warehouse product acquired from the warehouse marking module, and perform first sorting on the first ex-warehouse inventory queue according to the matching degree of each warehouse to obtain a second ex-warehouse inventory queue, where the matching degree is used for measuring feasibility of ex-warehouse of each warehouse;
the ex-warehouse distribution module is further configured to obtain ex-warehouse efficiencies of the warehouse locations according to the warehouse and equipment information in the warehouse information module, reorder the inventories with the same matching degree in the second ex-warehouse inventory queue according to the ex-warehouse efficiencies from small to large to obtain a final ex-warehouse inventory queue, and take out the least inventory items meeting the ex-warehouse quantity from the final ex-warehouse inventory queue as an ex-warehouse recommendation result.
2. The automated ex-warehouse recommendation system according to claim 1, wherein the inventory information comprises an inventory unique code, a product name, an inventory quantity, and a location.
3. The automated ex-warehouse recommendation system according to claim 1, wherein the rule details comprise tag names, data types, weights, and sort rules, and the data types comprise numbers, dates, and characters.
4. The automated warehouse-out recommendation system according to claim 1, wherein the warehouse and equipment information comprises the shortest line length from each warehouse location to each warehouse-out door, the height of each warehouse location, the average moving speed of the forklift in the warehouse, the average ascending speed of the forklift, and the average descending speed of the forklift.
5. The ex-warehouse automated recommendation system according to claim 1, wherein the obtaining of the matching degree of each inventory corresponding to the ex-warehouse product according to the inventory marking information of the ex-warehouse product obtained from the inventory marking module and the rule set associated with the ex-warehouse product obtained from the inventory marking module, and performing the first sorting on the first ex-warehouse inventory queue according to the matching degree of each inventory to obtain a second ex-warehouse inventory queue specifically comprises:
acquiring inventory marking information of the ex-warehouse products and a rule group associated with the ex-warehouse products from the inventory marking module, and acquiring all rule details of the rule group associated with the ex-warehouse products from the rule configuration module;
determining the priority of each rule detail marking value corresponding to each stock according to the stock marking information of the ex-warehouse products and the rule details of the rule group corresponding to the ex-warehouse products, wherein the higher the mark value of the same rule detail in the sorting rule is, the higher the priority is;
based on the matching degree calculation model, obtaining the matching degree of each stock corresponding to the ex-warehouse products according to the rule details of the rule group corresponding to the ex-warehouse products and the priority of each rule detail marking value corresponding to each stock;
and sequencing the first ex-warehouse inventory queue for the first time from large to small according to the matching degree of each inventory corresponding to the ex-warehouse products to obtain a second ex-warehouse inventory queue.
6. The automated ex-warehouse recommendation system according to claim 5, wherein the matching degree calculation model is:
wherein the content of the first and second substances,
for matching degree, n is the number of rules in the rule group associated with the ex-warehouse product, and ` the number of rules in the rule group associated with the out-warehouse product>
For the weight of the ith rule detail>
Is the weight value of the jth rule detail>
And marking the priority of the value of the ith rule detail corresponding to the current stock.
7. The automated ex-warehouse recommendation system according to claim 1, wherein the obtaining of ex-warehouse efficiency of each warehouse location according to the warehouse and equipment information in the warehouse information module comprises:
based on a warehouse-out efficiency calculation model, acquiring the warehouse-out efficiency of each warehouse location according to the warehouse and equipment information in the warehouse information module;
the ex-warehouse efficiency calculation model is as follows:
wherein E is the warehouse-out efficiency, h is the height of the warehouse position of the current warehouse, d is the shortest route length from the warehouse position of the current warehouse to the warehouse-out door, v up Average lifting speed, v, of fork-lift truck down The average descending speed of the forklift is v, and the average moving speed of the forklift in the warehouse is v.
8. The automated warehouse exit recommendation system according to claim 1, wherein the warehouse exit information comprises warehouse exit products, warehouse exit quantity and warehouse exit doors.
9. An automatic warehouse-out recommendation method, which is implemented by the automatic warehouse-out recommendation system of any one of claims 1 to 8, and comprises the following steps:
the ex-warehouse distribution module acquires ex-warehouse information;
the ex-warehouse distribution module acquires all inventory information of ex-warehouse products from the inventory information module according to the ex-warehouse information to form a first ex-warehouse inventory queue;
the ex-warehouse distribution module obtains the matching degree of each warehouse corresponding to the ex-warehouse products according to the warehouse marking information of the ex-warehouse products acquired from the warehouse marking module and the rule set associated with the ex-warehouse products acquired from the warehouse marking module, and performs first sorting on the first ex-warehouse inventory queue according to the matching degree of each warehouse to obtain a second ex-warehouse inventory queue, wherein the matching degree is used for measuring the feasibility of ex-warehouse of each warehouse;
the ex-warehouse distribution module obtains the ex-warehouse efficiency of each warehouse location according to the warehouse and equipment information in the warehouse information module, reorders the inventories with the same matching degree in the second ex-warehouse inventory queue from small to large according to the ex-warehouse efficiency to obtain a final ex-warehouse inventory queue, and takes out the minimum inventory items meeting the ex-warehouse quantity from the final ex-warehouse inventory queue to serve as an ex-warehouse recommendation result.
10. The ex-warehouse automated recommendation method according to claim 9, wherein the obtaining of the matching degree of each inventory corresponding to the ex-warehouse product according to the inventory marking information of the ex-warehouse product obtained from the inventory marking module and the rule set associated with the ex-warehouse product obtained from the inventory marking module, and performing the first sorting on the first ex-warehouse inventory queue according to the matching degree of each inventory to obtain a second ex-warehouse inventory queue specifically comprises:
acquiring inventory marking information of the ex-warehouse products and a rule group associated with the ex-warehouse products from the inventory marking module, and acquiring all rule details of the rule group associated with the ex-warehouse products from the rule configuration module;
determining the priority of each rule detail marking value corresponding to each stock according to the stock marking information of the ex-warehouse products and the rule details of the rule group corresponding to the ex-warehouse products, wherein the higher the mark value of the same rule detail in the sorting rule is, the higher the priority is;
based on the matching degree calculation model, obtaining the matching degree of each stock corresponding to the ex-warehouse product according to the rule details of the rule group corresponding to the ex-warehouse product and the priority of each rule detail marking value corresponding to each stock;
and performing first sorting on the first ex-warehouse inventory queue according to the matching degree of each inventory corresponding to the ex-warehouse products from large to small to obtain a second ex-warehouse inventory queue.
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