CN111932189B - Inventory related information display method, device, electronic equipment and computer medium - Google Patents
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Abstract
The embodiment of the disclosure discloses a method and a device for displaying inventory related information, electronic equipment and a computer medium. One embodiment of the method comprises: acquiring article circulation information of articles in a preset historical time period; acquiring micro-warehouse storage information associated with the articles, wherein the micro-warehouse storage information comprises article end inventory and article to-be-warehoused quantity corresponding to the article end inventory; generating an article turnover rate based on the article input quantity group and the article turnover quantity group; and generating the article replenishment quantity in the preset future time period based on the article quality guarantee attribute value group, the article stocking quantity group, the article transfer rate, the article end storage quantity and the article to-be-warehoused quantity. This embodiment improves the turnover efficiency of the article.
Description
Technical Field
Embodiments of the present disclosure relate to the field of computer technologies, and in particular, to a method and an apparatus for displaying inventory related information, an electronic device, and a computer medium.
Background
With the development of internet technology and the arrival of the e-commerce era, more and more online shopping platforms appear. The user may select an item by browsing the web page of the online shopping platform. Currently, online shopping platforms usually replenish goods according to the historical goods intake of the goods.
However, the following technical problems may exist when entering the goods according to the historical goods-entering amount of the goods:
firstly, replenishment is carried out according to the historical goods input quantity of the goods, and the historical goods input quantity is usually not accordant with the actual circulation quantity, so that the circulation efficiency of the goods is not high;
secondly, replenishment is performed according to the historical goods input amount of the goods, and the turnover efficiency of the warehouse is low because the goods are too much input and the upper limit of the warehouse capacity is not considered, thereby resulting in overstock of the goods.
Disclosure of Invention
This summary is provided to introduce a selection of concepts in a simplified form that are further described below in the detailed description. This summary is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.
Some embodiments of the present disclosure propose methods, apparatuses, electronic devices, and computer-readable media for inventory-related information display to address one or more of the technical problems noted in the background section above.
In a first aspect, some embodiments of the present disclosure provide an inventory related information display method, including: acquiring article circulation information of articles in a preset historical time period, wherein the article circulation information comprises an article incoming quantity group, an article circulation quantity group and an article quality guarantee attribute value group, the article incoming quantity in the article incoming quantity group corresponds to the article circulation quantity in the article circulation quantity group, and the article incoming quantity in the article incoming quantity group corresponds to the article quality guarantee attribute value of the article quality guarantee attribute value group; acquiring micro-warehouse storage information associated with the article, wherein the micro-warehouse storage information comprises an article end inventory and an article to-be-warehoused quantity corresponding to the article end inventory; generating an article turnover rate based on the article stocking amount group and the article turnover amount group; and generating the article replenishment quantity in a preset future time period based on the article quality guarantee attribute value group, the article stocking quantity group, the article transfer rate, the article end-of-term inventory and the article to-be-warehoused quantity, wherein the duration of the preset historical time period is equal to the duration of the preset future time period.
In some embodiments, the generating a first item replenishment quantity based on the item circulation average value, the item end inventory quantity, the item to-be-warehoused quantity, the item circulation coefficient, and the item circulation quantity group includes:
and generating the replenishment quantity of the first article by a formula:
wherein the content of the first and second substances,
indicating the amount of restocking of the first item,
a serial number indicating the article flow in the article flow group,
representing the number of article runouts comprised by said set of article runouts,
indicating the second of said group of article runout
The flow quantity of each article is measured,
the average value of the article circulation is represented,
representing the minimum value of the article runout in said article runout group,
representing the coefficient of circulation of the articles,
indicating an end-of-term inventory of the item,
the amount of the articles to be put in storage is represented,
which represents a rounding-down operation, the rounding-down operation,
representing an absolute value operation.
In some embodiments, said generating a second item replenishment quantity based on said item turnaround time, said item mean, said set of item shelf-life attribute values, said set of item pickup quantities, said total item pickup quantity, said total item turnover quantity, said average item turnover quantity, and said item turnover rate comprises:
and generating the second article replenishment quantity through a formula:
wherein the content of the first and second substances,
the replenishment quantity of the second article is shown,
indicating the length of time the article has been in transit,
represents the mean value of the incoming items of the item,
representing a number of item shelf-life attribute values comprised in said set of item shelf-life attribute values,
representing the second of said set of quality assurance attribute values
The value of the quality-guaranteeing attribute of each article,
is shown as
An item inventory of the set of item inventory quantities corresponding to an item shelf-life attribute value,
representing the total amount of the items that are in stock,
representing the total amount of circulation of the articles,
the average value of the article circulation is represented,
is indicative of the rate of flow of the article,
indicating a rounding down operation.
In a second aspect, some embodiments of the present disclosure provide an inventory-related information display device, the device including: a first obtaining unit configured to obtain article circulation information of an article in a preset historical time period, wherein the article circulation information includes an article stocking amount group, an article circulation amount group and an article quality guarantee attribute value group, the article stocking amount in the article stocking amount group corresponds to the article circulation amount in the article circulation amount group, and the article stocking amount in the article stocking amount group corresponds to the article quality guarantee attribute value in the article quality guarantee attribute value group; a second acquisition unit configured to acquire micro-warehouse inventory information associated with the article, wherein the micro-warehouse inventory information includes an article end inventory amount and an article to-be-warehoused amount corresponding to the article end inventory amount; a first generation unit configured to generate an article diversion rate based on the article intake amount group and the article diversion amount group; a second generating unit configured to generate an article replenishment quantity in a preset future time period based on the article quality assurance attribute value group, the article stocking amount group, the article transfer rate, the article end stock quantity, and the article to-be-warehoused quantity, wherein a duration of the preset historical time period is equal to a duration of the preset future time period.
In a third aspect, some embodiments of the present disclosure provide an electronic device, comprising: one or more processors; a storage device having one or more programs stored thereon which, when executed by one or more processors, cause the one or more processors to implement the method as described in the first aspect.
In a fourth aspect, some embodiments of the disclosure provide a computer readable medium having a computer program stored thereon, wherein the program, when executed by a processor, implements the method as described in the first aspect.
The above embodiments of the present disclosure have the following advantages: first, article circulation information of an article in a preset historical time period may be acquired. The article circulation information comprises an article goods quantity group, an article circulation quantity group and an article quality guarantee attribute value group. Therefore, the related historical information of the articles can be effectively utilized, and a foundation is laid for calculating the replenishment quantity of the articles in the next step. Second, micro-inventory information associated with the item may be obtained. Thus, the replenishment can be performed reasonably in accordance with the stock quantity. Then, an item diversion rate may be generated based on the set of item stocking amounts and the set of item diversion amounts. And finally, generating the article replenishment quantity in a preset future time period based on the article quality guarantee attribute value group, the article stocking quantity group, the article transfer rate, the article end inventory quantity and the article to-be-warehoused quantity. Optionally, the replenishment quantity of the article may be sent to a display device having a display function for display. Optionally, the vehicle scheduling device in communication connection with the display device may be controlled to perform vehicle scheduling based on the item replenishment quantity. Vehicle scheduling can be performed to arrange suitable vehicles according to the goods replenishment quantity. Therefore, the goods can be transported orderly and the transportation route can be planned, the transportation time can be saved by reasonable transportation route planning, and the goods turnover rate can be improved. For example, through the goods replenishment quantity, vehicles can be allocated and transportation routes can be arranged in advance, road congestion time periods are avoided, and the transportation time of goods is saved. Thus, the turnover efficiency of the articles is improved.
Drawings
The above and other features, advantages and aspects of various embodiments of the present disclosure will become more apparent by referring to the following detailed description when taken in conjunction with the accompanying drawings. Throughout the drawings, the same or similar reference numbers refer to the same or similar elements. It should be understood that the drawings are schematic and that elements and features are not necessarily drawn to scale.
FIG. 1 is a schematic illustration of one application scenario of an inventory-related information display method according to some embodiments of the present disclosure;
FIG. 2 is a flow diagram of some embodiments of an inventory-related information display method according to the present disclosure;
FIG. 3 is a flow diagram of further embodiments of an inventory-related information display method according to the present disclosure;
FIG. 4 is a schematic structural diagram of some embodiments of an inventory-related information display device according to the present disclosure;
FIG. 5 is a schematic structural diagram of an electronic device suitable for use in implementing some embodiments of the present disclosure.
Detailed Description
Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it is to be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided for a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the disclosure are for illustration purposes only and are not intended to limit the scope of the disclosure.
It should be noted that, for convenience of description, only the portions related to the related invention are shown in the drawings. The embodiments and features of the embodiments in the present disclosure may be combined with each other without conflict.
It should be noted that the terms "first", "second", and the like in the present disclosure are only used for distinguishing different devices, modules or units, and are not used for limiting the order or interdependence relationship of the functions performed by the devices, modules or units.
The names of messages or information exchanged between devices in the embodiments of the present disclosure are for illustrative purposes only, and are not intended to limit the scope of the messages or information.
The present disclosure will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.
Fig. 1 is a schematic diagram of an application scenario of an inventory-related information display method according to some embodiments of the present disclosure.
In the application scenario of fig. 1, first, the computing device 101 may obtain item flow information 102 and micro-warehouse inventory information 103. The article circulation information includes an article incoming quantity group, an article circulation quantity group and an article quality guarantee attribute value group, the article incoming quantity in the article incoming quantity group corresponds to the article circulation quantity in the article circulation quantity group, and the article incoming quantity in the article incoming quantity group corresponds to the article quality guarantee attribute value in the article quality guarantee attribute value group. Second, the computing device 101 may generate an item turnover rate 104 from the item turnover information 102. The computing device 101 may then generate an item replenishment quantity 105 based on the item transfer rate 104 and the micro-warehouse inventory information 103. Finally, optionally, the computing device 101 may output the item replenishment quantity 105 for display on the display device 106.
The computing device 101 may be hardware or software. When the computing device is hardware, it may be implemented as a distributed cluster composed of multiple servers or terminal devices, or may be implemented as a single server or a single terminal device. When the computing device is embodied as software, it may be installed in the hardware devices enumerated above. It may be implemented, for example, as multiple software or software modules to provide distributed services, or as a single software or software module. And is not particularly limited herein.
It should be understood that the number of computing devices in FIG. 1 is merely illustrative. There may be any number of computing devices, as implementation needs dictate.
With continued reference to fig. 2, a flow 200 of some embodiments of an inventory-related information display method according to the present disclosure is shown. The method may be performed by the computing device 101 of fig. 1. The inventory related information display method comprises the following steps:
In some embodiments, an executing body (e.g., the computing device shown in fig. 1) of the method for displaying the inventory-related information may acquire the article circulation information of the article in the preset historical time period from the terminal through a wired connection manner or a wireless connection manner. The article circulation information includes an article incoming quantity group, an article circulation quantity group and an article quality guarantee attribute value group, the article incoming quantity in the article incoming quantity group corresponds to the article circulation quantity in the article circulation quantity group, and the article incoming quantity in the article incoming quantity group corresponds to the article quality guarantee attribute value in the article quality guarantee attribute value group. Here, the preset history period may be "9 month No. 1 to 9 month No. 5". Where, No. 9/1, the item stocking amount may be "40", the item turnover amount may be "25", and the item quality assurance attribute value may be "10". Here, the item stocking amount may be a stocking amount of items (for example, item a, stocking 40 pieces, i.e., the item stocking amount of item a is 40). Here, the commodity circulation amount may be the number of commodities sold (for example, commodities a-25, that is, commodity circulation amount of commodity a is 25). Here, the item shelf-life attribute value may be a length of time of the shelf life of the item (e.g., the shelf life of item a is 10 days, i.e., the item shelf-life attribute value is 10). Here, the inventory-related information may include an item replenishment amount.
As an example, 9 months No. 1 to 9 months No. 5, the above-mentioned item stocking amount group may be "40, 30,25,30, 45". The set of article runout values may be "25, 20,20,30, 35". The set of item shelf-life attribute values may be "10, 9,10,8, 7".
In some embodiments, the execution subject may obtain micro-inventory information associated with the item from a device terminal. The micro warehouse storage information comprises an article end stock and an article to-be-warehoused quantity corresponding to the article end stock. Here, the micro warehouse storage information may refer to the storage amount information of a retail store or a small warehouse. Here, the end-of-article-term stock amount may refer to a remaining stock amount of the article a when the small warehouse is closed on the day. For example, 9/5, the remaining inventory of item a may be "50" when store B is closed. I.e., the end-of-item inventory for item a is 50. Here, the article to-be-put amount may refer to an amount of articles that have been sent but have not reached the small warehouse. For example, the amount of articles a to be put in storage may be "60".
In some embodiments, the executing agent may generate the article turnover rate by:
first, the sum of the goods input quantity of each goods in the goods input quantity group is determined as the total goods input quantity.
As an example, the above-mentioned article stocking amount group may be "40, 30,25,30, 45". The sum "170" of the respective article stocking amounts in the above article stocking amount group is determined as the article stocking total amount.
And secondly, determining the sum of the article flow quantities in the article flow quantity group as the article flow total quantity.
As an example, the above-mentioned group of article runout amounts may be "25, 20,20,30, 35". The sum "130" of the individual article runout amounts in the above article runout amount group is determined as the article runout total amount.
And thirdly, determining the ratio of the total goods circulation amount to the total goods feeding amount as the goods circulation rate. Here, the value of the ratio retains two significant digits after the decimal point.
As an example, a ratio "0.76" of the above article circulation total amount "130" and the above article stocking total amount "170" is determined as the article circulation rate.
In some optional implementations of some embodiments, the executing agent may generate the article turnover rate by:
the first step, selecting the article flow which meets the first preset condition from the article flow group as the target article flow, and obtaining the target article flow group. Here, the first preset condition may be that "the commodity circulation amount is greater than 20".
As an example, the above-mentioned group of article runout amounts may be "25, 20,20,30, 35". The "article turnover greater than 20" is selected from the above article turnover number group as the target article turnover number, and the target article turnover number group "25, 30, 35" is obtained.
And secondly, determining the ratio of the target article traffic volume to the article stocking volume in the article stocking volume group corresponding to the target article traffic volume based on each target article traffic volume in the target article traffic volume group, and obtaining a ratio sequence.
As an example, the above target commodity circulation amount group may be "25, 30, 35". A ratio "0.625" of the item stocking amount "40" in the item stocking amount group corresponding to the target item diversion amount "25" is determined, a ratio "1" of the item stocking amount "30" in the item stocking amount group corresponding to the target item diversion amount "30" is determined, and a ratio "0.77" of the item stocking amount "45" in the item stocking amount group corresponding to the target item diversion amount "35" is determined. The ratio sequence "0.625, 1, 0.77" was obtained.
And thirdly, generating the article flow rate based on the ratio sequence.
In some embodiments, the third step comprises the following sub-steps:
the first sub-step, determine the mean value of each ratio in the above ratio sequence as the first mean value. Here, the value of the first average value may retain two significant digits after the decimal point.
As an example, a mean value "0.79" of the respective ratios "0.625, 1, 0.77" in the above-described ratio sequence is determined as a first mean value.
And a second sub-step of determining the median of each ratio in the ratio sequence as a second mean.
As an example, the above ratio sequence may be "0.625, 1, 0.77". The median "0.77" of each ratio in the above ratio sequence was determined as the second mean.
And a third substep of determining the ratio meeting a second preset condition in the ratio sequence as a target ratio to obtain a target ratio sequence. Here, the second preset condition may be that the "ratio is less than 1".
As an example, a ratio smaller than 1 in the above ratio sequence "0.625, 1, 0.77" is determined as a target ratio, resulting in a target ratio sequence "0.625, 0.77".
And a fourth substep of performing weighted summation processing on each target ratio in the target ratio sequence to generate a third mean value. Here, the value of the third average value may retain the significant number of the vehicle position after the decimal point.
As an example, the above target ratio sequence "0.625, 0.77" is subjected to a weighted summation process to generate a third mean value:
。
and a fifth substep of determining an average value of the first average value, the second average value and the third average value as the commodity circulation rate.
As an example, an average value "0.75" of the above-described first average value "0.79", the above-described second average value "0.77", and the third average value "0.7" is determined as the commodity circulation rate.
And 204, generating the article replenishment quantity in a preset future time period based on the article quality guarantee attribute value group, the article stocking quantity group, the article transfer rate, the article end inventory quantity and the article to-be-warehoused quantity.
In some embodiments, the duration of the preset historical time period is equal to the duration of the preset future time period. The execution body may generate the replenishment quantity of the article in the preset future time period by:
in the first step, the article quality keeping attribute value "7" with the smallest value is selected from the article quality keeping attribute value groups "10, 9,10,8, 7" as the article turnaround time.
And secondly, determining the sum of the goods input quantities of the goods in the goods input quantity group.
As an example, the sum of the respective article input amounts "40, 30,25,30, 45" in the above-described article input amount group is "170".
And thirdly, determining the average value of the article flow in the article flow group.
As an example, the average value of the respective article runout amounts "25, 20,20,30, 35" in the above article runout amount group is "26".
Fourthly, generating the goods replenishment quantity by the following formula:
wherein the content of the first and second substances,
indicating the replenishment quantity of the article.
Representing the sum of the individual article inventories in the article inventory group.
Indicating the length of the article turnaround time.
The average value of the article flow amounts in the article flow amount group is shown.
Indicating the article turnover rate.
Indicating the end-of-term inventory of the item.
And representing the quantity of the articles to be put in storage.
Illustratively, the sum of the respective article inventories in the article inventory groups
May be "170". Length of article turnover
May be "7". Each of the above-mentioned article runoff quantity groupsAverage value of product flow
May be "26". Rate of article turnover
May be "0.76". The end of term inventory of the articles
May be "50". The amount of the above-mentioned articles to be put in storage
May be "60". And generating the article replenishment quantity through a formula:
the above embodiments of the present disclosure have the following beneficial effects that firstly, the article circulation information of the articles in the preset historical time period can be acquired. The article circulation information comprises an article goods quantity group, an article circulation quantity group and an article quality guarantee attribute value group. Therefore, the related historical information of the articles can be effectively utilized, and a foundation is laid for calculating the replenishment quantity of the articles in the next step. Second, micro-inventory information associated with the item may be obtained. Thus, the replenishment can be performed reasonably in accordance with the stock quantity. Then, an item diversion rate may be generated based on the set of item stocking amounts and the set of item diversion amounts. And finally, generating the article replenishment quantity in a preset future time period based on the article quality guarantee attribute value group, the article stocking quantity group, the article transfer rate, the article end inventory quantity and the article to-be-warehoused quantity. Optionally, the replenishment quantity of the article may be sent to a display device having a display function for display. Optionally, the vehicle scheduling device in communication connection with the display device may be controlled to perform vehicle scheduling based on the item replenishment quantity. Vehicle scheduling can be performed to arrange suitable vehicles according to the goods replenishment quantity. Therefore, the goods can be transported orderly and the transportation route can be planned, the transportation time can be saved by reasonable transportation route planning, and the goods turnover rate can be improved. For example, through the goods replenishment quantity, vehicles can be allocated and transportation routes can be arranged in advance, road congestion time periods are avoided, and the transportation time of goods is saved. Thus, the turnover efficiency of the articles is improved.
With further reference to FIG. 3, a flow 300 of further embodiments of an inventory-related information display method according to the present disclosure is shown. The method may be performed by the computing device 101 of fig. 1. The inventory related information display method comprises the following steps:
In some embodiments, the specific implementation manner and technical effects of steps 301 and 303 can refer to steps 201 and 203 in the embodiments corresponding to fig. 2, which are not described herein again.
And step 304, determining the average value of the article flow in the article flow group as the article flow average value.
In some embodiments, the execution subject may determine an average of respective article runouts in the article runout group as an article runout average.
As an example, an average value "26" of the respective article runout amounts "25, 20,20,30, 35" in the above-described article runout amount group is determined as an article runout average value.
In step 305, the sum of the input quantities of the items in the input quantity group is determined as the total input quantity of the items.
In some embodiments, the execution body may determine a total sum of the respective article stocking amounts in the article stocking amount group as an article stocking total amount.
As an example, the sum "170" of the respective article stocking amounts "40, 30,25,30, 45" in the above article stocking amount group is determined as the article stocking total amount.
In some embodiments, the execution body may determine a total sum of the respective article runout amounts in the article runout amount group as an article runout total amount.
As an example, the sum "130" of the respective article runout amounts "25, 20,20,30, 35" in the above-described article runout amount group is determined as the article runout total amount.
And 307, determining the sum of the total goods stocking amount, the end-of-term inventory amount of the goods and the quantity of the goods to be warehoused as the total goods inventory amount.
In some embodiments, the execution subject may determine a sum of the total item stocking amount, the end-of-item inventory amount, and the to-be-warehoused item amount as the total item inventory amount.
As an example, the sum "280" of the above-mentioned total item stocking amount "170", the above-mentioned end-of-item stock amount "50", and the above-mentioned amount to be put in stock "60" is determined as the total item stock amount.
And 308, determining the ratio of the total goods circulation amount to the total goods inventory amount as a goods circulation coefficient.
In some embodiments, the execution body may determine a ratio of the total quantity of article circulation to the total quantity of article inventory as an article circulation coefficient. Here, the value of the article circulation coefficient may retain two significant digits after the decimal point.
As an example, a ratio "0.46" of the above item circulation total amount "130" and the above item inventory total amount "280" is determined as an item circulation coefficient.
In some embodiments, the execution agent may generate the first item replenishment quantity by:
wherein the content of the first and second substances,
indicating the replenishment quantity of the first item.
And a serial number indicating the article flow rate in the article flow rate group.
Indicating the number of article runout included in the article runout group.
Indicating the first of said groups of article runout
The flow rate of each article.
Representing the above article circulation average.
The minimum value of the article flow in the article flow group is shown.
Representing the item circulation coefficient.
Indicating the end-of-term inventory of the item.
And representing the quantity of the articles to be put in storage.
Indicating a rounding down operation.
Representing an absolute value operation.
By way of example, the number of article runouts comprised in the article runout groups mentioned above
Is "5". Average value of article circulation
May be "26". Coefficient of circulation of the above-mentioned articles
May be "0.46". The end of term inventory of the articles
May be "50". The amount of the above-mentioned articles to be put in storage
May be "60". And generating the replenishment quantity of the first article by a formula:
and 310, generating a second article replenishment quantity based on the article quality guarantee attribute value set, the article total delivery quantity, the article delivery quantity set, the article circulation total quantity, the article circulation average value and the article circulation rate.
In some embodiments, the execution agent may generate the second item replenishment quantity by various methods.
In some optional implementations of some embodiments, the executing entity may generate the second item replenishment quantity by:
and step one, determining the minimum value of the quality guarantee attribute values in the quality guarantee attribute value groups of the articles as the article turnover time.
As an example, the minimum value "7" of the quality assurance attribute values in the above-mentioned set of item quality assurance attribute values "10, 9,10,8, 7" is determined as the item turnaround time.
And secondly, determining the average value of the goods input quantity of each goods in the goods input quantity group as the goods input average value.
As an example, the average value "34" of the individual article shipment amounts in the above article shipment amount group "40, 30,25,30, 45" is determined as the article shipment average value.
And thirdly, generating a second article replenishment quantity based on the article turnover time, the article delivery average value, the article quality guarantee attribute value set, the article delivery quantity set, the article delivery total quantity, the article circulation average value and the article circulation rate.
In some embodiments, the third step is implemented by the following formula:
wherein the content of the first and second substances,
indicating the second item replenishment quantity.
Indicating the length of the article turnaround time.
Representing the mean value of the item shipment.
Representing the number of item shelf-life attribute values comprised in the set of item shelf-life attribute values.
Representing the second of said set of quality assurance attribute values
Individual item shelf-life attribute values.
Is shown as
The quality guarantee attribute value of each article corresponds to the article input quantity in the article input quantity group.
Indicating the total quantity of the goods.
Representing the total quantity of the article circulation.
Representing the above article circulation average.
Indicating the article turnover rate.
Indicating a rounding down operation.
By way of example, the above article turnaround time period
May be "7". Mean value of the above-mentioned goods
May be "34". The number of quality assurance attribute values included in the set of quality assurance attribute values
Is "5". Total amount of said articles
May be "170". Total amount of the above-mentioned articles
May be "130". Average value of article circulation
May be "26". Rate of article turnover
May be "0.75". And generating the second article replenishment quantity through a formula:
and 311, determining the minimum value of the first article replenishment quantity and the second article replenishment quantity as the article replenishment quantity.
In some embodiments, the execution body may determine a minimum value of the first item replenishment quantity and the second item replenishment quantity as an item replenishment quantity.
As an example, the minimum value "123" of the above-described first item replenishment amount "129" and the above-described second item replenishment amount "123" is determined as the item replenishment amount.
And step 312, based on the article replenishment quantity, sending the article replenishment quantity to a display device with a display function for displaying and controlling a vehicle scheduling device to perform vehicle scheduling.
In some embodiments, the execution subject may send the article replenishment quantity to a display device having a display function for display. And then, the vehicle scheduling device in communication connection with the display device can be controlled to select the vehicle matched with the goods replenishment quantity for transportation scheduling.
As an example, the item replenishment quantity "123" of the above-described item a is sent to a display device "B" having a display function and displayed. And controlling a vehicle dispatching device '001' in communication connection with the display device 'B' to dispatch the vehicle '002' to transport the article A.
The above embodiments of the present disclosure have the following advantages: the formula and related contents in steps 309 and 310 serve as an invention point of the present disclosure, thereby solving the technical problem of the volume in the background art two, that is, replenishment according to the historical stocking amount of the goods, which usually results in low turnover efficiency of the warehouse and further overstock of the goods due to too many goods stocking and no consideration of the upper limit of the warehouse capacity. The factors that lead to the low turnover efficiency of the warehouse are often as follows: the existing goods replenishment mode is used for feeding goods according to the predicted goods replenishment quantity, the goods replenishment quantity does not accord with the actual demand due to various objective or subjective reasons, and the actual demand quantity of the goods and the upper limit of the warehouse capacity are not considered, so that the turnover efficiency of the warehouse is low. If the above-mentioned factor has been solved, just can reach the effect that improves warehouse turnover efficiency. To achieve the effect, the present disclosure introduces eleven factors, such as article flow rate, article stocking rate, article flow average value, article flow coefficient, article end stock, article to-be-warehoused amount, article turnaround time, article stocking average value, article flow rate, article stocking total amount, and article circulation total amount, to improve warehouse turnaround efficiency. Here, the five factors of the article circulation amount, the article circulation average value, the article circulation coefficient, the article end stock amount, and the article amount to be put in storage, etc. are cited in order to generate the first article replenishment amount. The method is mainly used for calculating the upper limit value of the actual quantity of stacked articles in the stock and preventing the overstock of the articles caused by excessive article stocking. Here, six factors, such as the article turnaround time, the article incoming average value, the article incoming total amount, the article circulation average value, and the article circulation rate, are cited in order to generate the second article replenishment quantity. Here, the turnover time of the articles is quoted, a reasonable circulation period can be calculated according to the shelf life of the articles, and the articles are prevented from being overdue due to too much goods input and too long article accumulation time. The end stock of the article is considered, and a foundation is laid for calculating the replenishment quantity of the article. The total quantity of the articles and the amount of the articles flowing are taken into consideration to prevent the situations of excess demand or insufficient supply and demand (for example, the articles are too much in quantity and can cause overstock). Here, by selecting the minimum value of the first item replenishment amount and the second item replenishment amount, the actual item replenishment amount can be selected reasonably. Therefore, the turnover efficiency of the warehouse can be improved, and the overstock of articles is effectively prevented.
With further reference to fig. 4, as an implementation of the methods illustrated in the above figures, the present disclosure provides some embodiments of an inventory-related information display apparatus, which correspond to those of the method embodiments described above in fig. 2, and which may be applied in various electronic devices.
As shown in fig. 4, the inventory-related information display device 400 of some embodiments includes: a first acquisition unit 401, a second acquisition unit 402, a first generation unit 403, and a second generation unit 404. The first obtaining unit 401 is configured to obtain article circulation information of an article in a preset historical time period, where the article circulation information includes an article stocking amount group, an article circulation amount group, and an article quality guarantee attribute value group, an article stocking amount in the article stocking amount group corresponds to an article circulation amount in the article circulation amount group, and an article quality guarantee attribute value in the article quality guarantee attribute value group. A second obtaining unit 402, configured to obtain micro-warehouse storage information associated with the item, where the micro-warehouse storage information includes an item end storage amount and an item to-be-warehoused amount corresponding to the item end storage amount. A first generating unit 403 configured to generate an item diversion rate based on the item stocking amount group and the item diversion amount group. A second generating unit 404 configured to generate an article replenishment quantity in a preset future time period based on the article quality guarantee attribute value group, the article stocking amount group, the article transfer rate, the article end storage amount, and the article to-be-warehoused amount, wherein a duration of the preset historical time period is equal to a duration of the preset future time period.
In some optional implementations of some embodiments, the first generating unit 403 of the inventory-related information display device 400 is further configured to: selecting the article flow rate meeting a first preset condition from the article flow rate group as a target article flow rate to obtain a target article flow rate group; determining a ratio of the target article traffic amount to the article intake amount in the article intake amount group corresponding to the target article traffic amount based on each target article traffic amount in the target article traffic amount group to obtain a ratio sequence; and generating the article flow rate based on the ratio sequence.
It will be understood that the elements described in the apparatus 400 correspond to various steps in the method described with reference to fig. 2. Thus, the operations, features and resulting advantages described above with respect to the method are also applicable to the apparatus 400 and the units included therein, and will not be described herein again.
Referring now to FIG. 5, a block diagram of an electronic device (e.g., computing device 101 of FIG. 1) 500 suitable for use in implementing some embodiments of the present disclosure is shown. The electronic device shown in fig. 5 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present disclosure.
As shown in fig. 5, electronic device 500 may include a processing means (e.g., central processing unit, graphics processor, etc.) 501 that may perform various appropriate actions and processes in accordance with a program stored in a Read Only Memory (ROM) 502 or a program loaded from a storage means 508 into a Random Access Memory (RAM) 503. In the RAM 503, various programs and data necessary for the operation of the electronic apparatus 500 are also stored. The processing device 501, the ROM 502, and the RAM 503 are connected to each other through a bus 504. An input/output (I/O) interface 505 is also connected to bus 504.
Generally, the following devices may be connected to the I/O interface 505: input devices 506 including, for example, a touch screen, touch pad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; output devices 507 including, for example, a Liquid Crystal Display (LCD), speakers, vibrators, and the like; storage devices 508 including, for example, magnetic tape, hard disk, etc.; and a communication device 509. The communication means 509 may allow the electronic device 500 to communicate with other devices wirelessly or by wire to exchange data. While fig. 5 illustrates an electronic device 500 having various means, it is to be understood that not all illustrated means are required to be implemented or provided. More or fewer devices may alternatively be implemented or provided. Each block shown in fig. 5 may represent one device or may represent multiple devices as desired.
In particular, according to some embodiments of the present disclosure, the processes described above with reference to the flow diagrams may be implemented as computer software programs. For example, some embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In some such embodiments, the computer program may be downloaded and installed from a network via the communication means 509, or installed from the storage means 508, or installed from the ROM 502. The computer program, when executed by the processing device 501, performs the above-described functions defined in the methods of some embodiments of the present disclosure.
It should be noted that the computer readable medium described above in some embodiments of the present disclosure may be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In some embodiments of the disclosure, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In some embodiments of the present disclosure, however, a computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, optical cables, RF (radio frequency), etc., or any suitable combination of the foregoing.
In some embodiments, the clients, servers may communicate using any currently known or future developed network Protocol, such as HTTP (HyperText Transfer Protocol), and may interconnect with any form or medium of digital data communication (e.g., a communications network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the Internet (e.g., the Internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed network.
The computer readable medium may be embodied in the apparatus; or may exist separately without being assembled into the electronic device. The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: acquiring article circulation information of articles in a preset historical time period, wherein the article circulation information comprises an article incoming quantity group, an article circulation quantity group and an article quality guarantee attribute value group, the article incoming quantity in the article incoming quantity group corresponds to the article circulation quantity in the article circulation quantity group, and the article incoming quantity in the article incoming quantity group corresponds to the article quality guarantee attribute value of the article quality guarantee attribute value group; acquiring micro-warehouse storage information associated with the article, wherein the micro-warehouse storage information comprises an article end inventory and an article to-be-warehoused quantity corresponding to the article end inventory; generating an article turnover rate based on the article stocking amount group and the article turnover amount group; and generating the article replenishment quantity in a preset future time period based on the article quality guarantee attribute value group, the article stocking quantity group, the article transfer rate, the article end-of-term inventory and the article to-be-warehoused quantity, wherein the duration of the preset historical time period is equal to the duration of the preset future time period.
Computer program code for carrying out operations for embodiments of the present disclosure may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + +, and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures.
For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units described in some embodiments of the present disclosure may be implemented by software, and may also be implemented by hardware. The described units may also be provided in a processor, and may be described as: a processor includes a first acquisition unit, a second acquisition unit, a first generation unit, and a second generation unit. The names of these units do not in some cases constitute a limitation to the unit itself, and for example, the first generation unit may also be described as a "unit that generates an article diversion rate based on the above-described article stocking amount group and the above-described article diversion amount group".
The functions described herein above may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), Application Specific Standard Products (ASSPs), systems on a chip (SOCs), Complex Programmable Logic Devices (CPLDs), and the like.
The foregoing description is only exemplary of the preferred embodiments of the disclosure and is illustrative of the principles of the technology employed. It will be appreciated by those skilled in the art that the scope of the invention in the embodiments of the present disclosure is not limited to the specific combination of the above-mentioned features, but also encompasses other embodiments in which any combination of the above-mentioned features or their equivalents is made without departing from the inventive concept as defined above. For example, the above features and (but not limited to) technical features with similar functions disclosed in the embodiments of the present disclosure are mutually replaced to form the technical solution.
Claims (6)
1. An inventory related information display method comprises the following steps:
acquiring article circulation information of articles in a preset historical time period, wherein the article circulation information comprises an article incoming quantity group, an article circulation quantity group and an article quality guarantee attribute value group, the article incoming quantity in the article incoming quantity group corresponds to the article circulation quantity in the article circulation quantity group, and the article incoming quantity in the article incoming quantity group corresponds to the article quality guarantee attribute value of the article quality guarantee attribute value group;
acquiring micro-warehouse storage information associated with the article, wherein the micro-warehouse storage information comprises an article end inventory and an article to-be-warehoused quantity corresponding to the article end inventory;
generating an item diversion rate based on the set of item intake quantities and the set of item diversion quantities;
wherein said generating an item turnover rate based on said set of item inventory amounts and said set of item turnover amounts comprises:
selecting the article flow rate meeting a first preset condition from the article flow rate group as a target article flow rate to obtain a target article flow rate group;
determining a ratio of the target article traffic amount to the article intake amount in the article intake amount group corresponding to the target article traffic amount based on each target article traffic amount in the target article traffic amount group to obtain a ratio sequence;
generating an article flow rate based on the ratio sequence;
generating an article replenishment quantity in a preset future time period based on the article quality guarantee attribute value group, the article stocking quantity group, the article transfer rate, the article end-of-term inventory quantity and the article to-be-warehoused quantity, wherein the duration of the preset historical time period is equal to the duration of the preset future time period;
wherein the generating of the replenishment quantity of the article in a preset future time period based on the set of quality assurance attribute values, the set of stocking quantities of the article, the set of logistics quantity of the article, the logistics rate, the end-of-term inventory quantity of the article, and the quantity of the article to be warehoused comprises:
determining the average value of the article flow in the article flow group as an article flow average value;
determining the sum of the goods input of each goods in the goods input group as the goods input total quantity;
determining the total sum of the article flow quantities in the article flow quantity group as an article flow total quantity;
determining the sum of the total quantity of the goods in stock, the future inventory quantity of the goods and the quantity of the goods to be warehoused as the total quantity of the goods inventory;
determining the ratio of the total goods circulation amount to the total goods inventory amount as a goods circulation coefficient;
generating a first article replenishment quantity based on the article circulation average value, the article end inventory quantity, the article to-be-warehoused quantity, the article circulation coefficient and the article circulation quantity group;
generating a second item replenishment quantity based on the set of item quality attribute values, the total item shipment, the set of item shipment quantities, the total item turnover, the average item turnover, and the item turnover rate;
wherein said generating a second item replenishment quantity based on said set of item shelf-life attribute values, said total item fill quantity, said set of item fill quantities, said total item turnover quantity, said average item turnover quantity, and said item turnover rate comprises:
determining the minimum value of the quality guarantee attribute values in the quality guarantee attribute value groups of the articles as the article turnover time;
determining the average value of the goods input quantity of each goods in the goods input quantity group as the goods input average value;
generating a second item replenishment quantity based on the item turnover length, the item average value, the item quality attribute value set, the item quantity set, the item total quantity, the item turnover average value, and the item turnover rate;
wherein the generating a first article replenishment quantity based on the article circulation average value, the article end inventory quantity, the article to-be-warehoused quantity, the article circulation coefficient, and the article circulation quantity group comprises:
and generating the replenishment quantity of the first article by a formula:
wherein the content of the first and second substances,
indicating the amount of restocking of the first item,
a serial number indicating the article flow in the article flow group,
representing the number of article runouts comprised by said set of article runouts,
indicating the second of said group of article runout
The flow quantity of each article is measured,
the average value of the article circulation is represented,
representing the minimum value of the article runout in said article runout group,
representing the coefficient of circulation of the articles,
indicating an end-of-term inventory of the item,
the amount of the articles to be put in storage is represented,
which represents a rounding-down operation, the rounding-down operation,
representing an absolute value operation;
wherein the generating a second item replenishment quantity based on the item turnaround time, the item mean shipment, the set of item quality assurance attribute values, the set of item shipment quantities, the total item shipment quantity, the total item turnover quantity, the average item turnover value, and the item turnover rate comprises:
and generating the second article replenishment quantity through a formula:
wherein the content of the first and second substances,
the replenishment quantity of the second article is shown,
indicating the length of time the article has been in transit,
represents the mean value of the incoming items of the item,
indicating the quality of the item comprised in said set of item quality assurance attribute valuesThe number of values of the attribute(s),
representing the second of said set of quality assurance attribute values
The value of the quality-guaranteeing attribute of each article,
is shown as
An item inventory of the set of item inventory quantities corresponding to an item shelf-life attribute value,
representing the total amount of the items that are in stock,
representing the total amount of circulation of the articles,
the average value of the article circulation is represented,
is indicative of the rate of flow of the article,
represents a rounding down operation;
determining the minimum value of the first article replenishment quantity and the second article replenishment quantity as an article replenishment quantity;
and sending the article replenishment quantity to a display device with a display function for displaying and controlling a vehicle scheduling device to schedule the vehicle based on the article replenishment quantity.
2. The method of claim 1, wherein generating an item turnover rate based on the sequence of ratios comprises:
determining the average value of all the ratios in the ratio sequence as a first average value;
determining the median of each ratio in the ratio sequence as a second mean;
determining the ratio which meets a second preset condition in the ratio sequence as a target ratio to obtain a target ratio sequence;
performing weighted summation processing on each target ratio in the target ratio sequence to generate a third mean value;
and determining the average value of the first average value, the second average value and the third average value as the article flow rate.
3. An inventory-related information display device comprising:
a first obtaining unit configured to obtain article circulation information of an article in a preset historical time period, wherein the article circulation information includes an article stocking amount group, an article circulation amount group and an article quality guarantee attribute value group, the article stocking amount in the article stocking amount group corresponds to the article circulation amount in the article circulation amount group, and the article stocking amount in the article stocking amount group corresponds to the article quality guarantee attribute value in the article quality guarantee attribute value group;
a second acquisition unit configured to acquire micro-warehouse inventory information associated with the item, wherein the micro-warehouse inventory information includes an item end inventory amount and an item to-be-warehoused amount corresponding to the item end inventory amount;
a first generating unit configured to generate an item diversion rate based on the set of item intake amounts and the set of item diversion amounts; the first generation unit is further configured to:
selecting the article flow rate meeting a first preset condition from the article flow rate group as a target article flow rate to obtain a target article flow rate group;
determining a ratio of the target article traffic amount to the article intake amount in the article intake amount group corresponding to the target article traffic amount based on each target article traffic amount in the target article traffic amount group to obtain a ratio sequence;
generating an article flow rate based on the ratio sequence;
a second generation unit configured to generate an article replenishment quantity in a preset future time period based on the article quality assurance attribute value group, the article stocking quantity group, the article transfer rate, the article end stock quantity, and the article to-be-warehoused quantity, wherein a duration of the preset historical time period is equal to a duration of the preset future time period; the second generation unit is further configured to:
determining the average value of the article flow in the article flow group as an article flow average value;
determining the sum of the goods input of each goods in the goods input group as the goods input total quantity;
determining the total sum of the article flow quantities in the article flow quantity group as an article flow total quantity;
determining the sum of the total quantity of the goods in stock, the future inventory quantity of the goods and the quantity of the goods to be warehoused as the total quantity of the goods inventory;
determining the ratio of the total goods circulation amount to the total goods inventory amount as a goods circulation coefficient;
generating a first article replenishment quantity based on the article circulation average value, the article end inventory quantity, the article to-be-warehoused quantity, the article circulation coefficient and the article circulation quantity group;
generating a second item replenishment quantity based on the set of item quality attribute values, the total item shipment, the set of item shipment quantities, the total item turnover, the average item turnover, and the item turnover rate;
wherein said generating a second item replenishment quantity based on said set of item shelf-life attribute values, said total item fill quantity, said set of item fill quantities, said total item turnover quantity, said average item turnover quantity, and said item turnover rate comprises:
determining the minimum value of the quality guarantee attribute values in the quality guarantee attribute value groups of the articles as the article turnover time;
determining the average value of the goods input quantity of each goods in the goods input quantity group as the goods input average value;
generating a second item replenishment quantity based on the item turnover length, the item average value, the item quality attribute value set, the item quantity set, the item total quantity, the item turnover average value, and the item turnover rate;
wherein the generating a first article replenishment quantity based on the article circulation average value, the article end inventory quantity, the article to-be-warehoused quantity, the article circulation coefficient, and the article circulation quantity group comprises:
and generating the replenishment quantity of the first article by a formula:
wherein the content of the first and second substances,
indicating the amount of restocking of the first item,
a serial number indicating the article flow in the article flow group,
representing the number of article runouts comprised by said set of article runouts,
indicating the second of said group of article runout
The flow quantity of each article is measured,
the average value of the article circulation is represented,
representing the minimum value of the article runout in said article runout group,
representing the coefficient of circulation of the articles,
indicating an end-of-term inventory of the item,
the amount of the articles to be put in storage is represented,
which represents a rounding-down operation, the rounding-down operation,
representing an absolute value operation;
wherein the generating a second item replenishment quantity based on the item turnaround time, the item mean shipment, the set of item quality assurance attribute values, the set of item shipment quantities, the total item shipment quantity, the total item turnover quantity, the average item turnover value, and the item turnover rate comprises:
and generating the second article replenishment quantity through a formula:
wherein the content of the first and second substances,
the replenishment quantity of the second article is shown,
indicating the length of time the article has been in transit,
represents the mean value of the incoming items of the item,
representing a number of item shelf-life attribute values comprised in said set of item shelf-life attribute values,
representing the second of said set of quality assurance attribute values
The value of the quality-guaranteeing attribute of each article,
is shown as
An item inventory of the set of item inventory quantities corresponding to an item shelf-life attribute value,
representing the total amount of the items that are in stock,
representing the total amount of circulation of the articles,
the average value of the article circulation is represented,
is indicative of the rate of flow of the article,
represents a rounding down operation;
a determination unit configured to determine a minimum value of the first item replenishment amount and the second item replenishment amount as an item replenishment amount;
and the control unit is configured to transmit the article replenishment quantity to a display device with a display function for display and control the vehicle scheduling device to perform vehicle scheduling based on the article replenishment quantity.
4. The inventory-related information display device of claim 3, wherein the first generating unit is further configured to:
selecting the article flow rate meeting a first preset condition from the article flow rate group as a target article flow rate to obtain a target article flow rate group;
determining a ratio of the target article traffic amount to the article intake amount in the article intake amount group corresponding to the target article traffic amount based on each target article traffic amount in the target article traffic amount group to obtain a ratio sequence;
and generating the article flow rate based on the ratio sequence.
5. An electronic device, comprising:
one or more processors;
a storage device having one or more programs stored thereon;
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-2.
6. A computer-readable medium, on which a computer program is stored, wherein the program, when executed by a processor, implements the method of any one of claims 1-2.
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| CN115641059B (en) * | 2022-12-26 | 2023-11-03 | 北京京东振世信息技术有限公司 | Method, device, electronic equipment, medium and program product for generating replenishment information |
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