CN110555641A - storage allocation method and device - Google Patents

storage allocation method and device Download PDF

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CN110555641A
CN110555641A CN201810552117.9A CN201810552117A CN110555641A CN 110555641 A CN110555641 A CN 110555641A CN 201810552117 A CN201810552117 A CN 201810552117A CN 110555641 A CN110555641 A CN 110555641A
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inventory
bin
stage
stock
distributed
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CN110555641B (en
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黎超
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Beijing Jingdong Century Trading Co Ltd
Beijing Jingdong Shangke Information Technology Co Ltd
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Beijing Jingdong Century Trading Co Ltd
Beijing Jingdong Shangke Information Technology Co Ltd
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    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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Abstract

the invention discloses a storage allocation method and device, and relates to the technical field of computers. One embodiment of the method comprises: calculating the suggested allocation amount of the articles in each front bin, and summing the suggested allocation amounts to obtain the expected allocation amount; acquiring the stock to be distributed of the articles in a central bin, and comparing the stock to be distributed with the expected transfer amount; when the inventory to be distributed is smaller than the expected allocation amount, allocating the inventory to be distributed to each first-level front bin according to a target inventory proportion. According to the embodiment, the stock to be distributed of the central bin is compared with the expected allocation amount of all the front bins, and the stock to be distributed is allocated to the front bins with the residual stock smaller than the safety stock according to the comparison result and the target stock proportion, so that the shortage risk of the front bins caused by insufficient stock to be distributed is reduced.

Description

storage allocation method and device
Technical Field
the invention relates to the field of computers, in particular to a storage allocation method and device.
background
With the rapid development of electronic commerce, the demand of users for logistics distribution is also increasing. In order to deliver items to a user in the shortest amount of time, a service provider places a large number of pre-bins around the user, and when the remaining inventory of an item in a pre-bin is less than the safety inventory, the pre-bin needs to be restocked to the target inventory. The front-end warehouse is a logistics warehousing node which is closest to a user and is arranged at the front end in a warehousing and logistics system inside a service provider. Whether to replenish goods for thousands of front bins in time and scientifically directly influences the operation of a service provider.
In the prior art, the realization process of replenishing goods to the front bin is as follows: the supplier distributes the articles to the central bin in a centralized way, and the service provider transfers the articles from the central bin to each front bin in sequence according to the sales activity of the front bins. The central warehouse can be classified into a central distribution center and a regional distribution center, and is mainly used for receiving various kinds of large-batch cargos provided by suppliers, and delivering the matched cargos to logistics companies or designated organizations according to the requirements of the demand parties after the cargos are subjected to storage, sorting, distribution, circulation processing, information processing and other operations.
In the process of implementing the invention, the inventor finds that at least the following problems exist in the prior art:
when the residual stock of the central bin can not meet the replenishment requirements of all the front bins for a long time, the front bins with low sales activity can not be allocated all the time because the replenishment requirements of the front bins with high sales activity are preferentially met in the prior art, and the shortage risk can be caused if manual intervention is not performed; when the residual inventory of the central bin is larger than the replenishment demands of all the front bins, the prior art only meets the replenishment demands of the front bins and does not process the excess inventory, so that the articles which have short expiration date and are not easy to store for a long time cannot be sold quickly, and finally the articles deteriorate and are lost.
Disclosure of Invention
in view of this, embodiments of the present invention provide a method and an apparatus for allocating storage, where an inventory to be allocated in a central storage is compared with expected allocation amounts of all front-end storages, and when the inventory to be allocated is smaller than the expected allocation amount, all the inventory to be allocated is allocated to the front-end storages whose remaining inventory is smaller than a safety inventory according to a target inventory proportion, so as to reduce a risk of shortage of the front-end storages due to insufficient inventory to be allocated.
to achieve the above object, according to an aspect of an embodiment of the present invention, a method for allocating a storage is provided.
The storage allocation method of the embodiment of the invention comprises the following steps: calculating the suggested allocation amount of the articles in each front bin, and summing the suggested allocation amounts to obtain the expected allocation amount; acquiring the stock to be distributed of the articles in a central bin, and comparing the stock to be distributed with the expected transfer amount; when the inventory to be distributed is smaller than the expected allocation amount, allocating the inventory to be distributed to each first-level front bin according to a target inventory proportion; the first-stage front bin is a front bin of which the remaining stock of the articles is smaller than the safety stock.
Optionally, the allocating the inventory to be distributed to each first-stage front bin according to the target inventory proportion includes: when the inventory to be distributed is smaller than the expected allocation amount, determining the average sales amount of the articles in each front bin per unit time; calculating the sum of the recommended allocation amounts of all the front bins of which the average sales amount per unit time is greater than or equal to a preset threshold value; and comparing the inventory to be distributed with the sum of the suggested allocation amount so as to allocate the inventory to be distributed to each first-level front bin according to the comparison result and the target inventory proportion.
optionally, the allocating the inventory to be distributed to each first-stage front bin according to the comparison result and the target inventory proportion includes: when the inventory to be distributed is smaller than the sum of the suggested allocation amounts, acquiring the sum of the residual inventory of the articles in all the second-stage front bins and the sum of target inventory; the second-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time greater than or equal to the threshold; calculating the target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed; determining a newly proposed allocation amount of each second-stage preposed bin according to the target inventory, the residual inventory and the target inventory proportion of each second-stage preposed bin; and allocating the to-be-allocated inventory to each second-stage preposed bin according to the newly-proposed allocation amount of the second-stage preposed bins.
Optionally, the calculation formula of the target inventory proportion is as follows:
T=(M+P)/N
In the formula, T is a target inventory proportion, M is the sum of the remaining inventory of the articles in all the second-stage front bins, N is the sum of the target inventory of the articles in all the second-stage front bins, and P is the inventory to be distributed.
optionally, the determining a newly proposed allocation amount of each second-stage front-end bin according to the target inventory, the remaining inventory and the target inventory ratio of each second-stage front-end bin includes: multiplying the target inventory of each second-stage pre-chamber by the target inventory proportion respectively to obtain a new target inventory of each second-stage pre-chamber; and respectively subtracting the new target inventory of each second-stage preposed bin from the corresponding residual inventory to obtain the newly proposed allocation amount of each second-stage preposed bin.
optionally, the allocating the inventory to be distributed to each first-stage front bin according to the comparison result and the target inventory proportion includes: when the stock to be distributed is larger than or equal to the sum of the suggested allocation amounts, allocating the stock to be distributed to each second-stage front bin according to preset replenishment stock; wherein the replenishment stock is any value between the safety stock and the target stock; the second-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time more than or equal to the threshold; acquiring the sum of the remaining stocks of the articles in all the third-level front bins and the sum of target stocks; the third-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time smaller than the threshold; calculating a new target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed; determining a newly proposed allocation amount of each third-level front-end bin according to the target inventory, the residual inventory and the new target inventory proportion of each third-level front-end bin; and allocating the remaining stock to be distributed after allocation to each third-stage preposed bin according to the newly allocated allocation amount of the third-stage preposed bin.
Optionally, after the step of comparing the size of the inventory to be distributed with the expected allocation amount, the method further includes: when the inventory to be distributed is larger than the expected allocation amount, allocating the inventory to be distributed to each first-stage front bin according to preset replenishment inventory; wherein the replenishment stock is any value between the safety stock and the target stock; calculating the transaction activity of each fourth-stage front bin according to preset parameters; after the fourth-stage front bin is allocated, the residual stock of the articles is less than or equal to the target stock; and allocating the inventory to be allocated left after allocation to at least one fourth-stage front bin according to the transaction activity, so that the inventory to be allocated is 0.
Optionally, the calculation formula of the transaction activity is as follows:
Wherein, a i is the transaction activity of the ith fourth-stage front bin, α and β are weights, α + β is 1, S 'avg,i is the average sales per unit time of the article in the ith fourth-stage front bin, S' avg is the sum of the average sales per unit time of all the fourth-stage front bins, and D i is the distance from the ith fourth-stage front bin to the central bin.
Optionally, the allocating, according to the transaction activity, the inventory to be distributed remaining after allocation into at least one fourth-stage front bin includes: sorting all the fourth-stage front bins according to the transaction activity; and sequentially allocating the remaining stocks to be distributed after allocation to the fourth-stage front bin according to the sequencing result and a preset first allocation quantity.
Optionally, the allocating, according to the transaction activity, the inventory to be distributed remaining after allocation into at least one fourth-stage front bin includes: multiplying the remaining stock to be distributed after allocation with the transaction activity after normalization to obtain a replenishment proportion; and transferring the remaining stock to be distributed after transferring to each fourth-stage front bin according to the replenishment proportion.
optionally, before the step of calculating the transaction activity of each fourth-stage front bin according to the preset parameters, the method further includes: calculating the transaction activity of each fifth-stage front bin according to preset parameters; the fifth-stage front bin is a front bin, wherein the residual stock of the articles is greater than or equal to the safety stock and is smaller than the target stock; sorting all the fifth-stage front bins according to the transaction activity; according to the sequencing result and a preset second allocation quantity, sequentially allocating the remaining stocks to be allocated after allocation to the fifth-level front-end bins, so that the remaining stocks of each fifth-level front-end bin after allocation are the target stocks or the stocks to be allocated are 0; when all the fifth-level front bins are allocated to corresponding target stocks and the allocated stocks to be distributed are larger than 0, combining the first-level front bins, the fifth-level front bins and the sixth-level front bins to generate the fourth-level front bins; wherein the sixth level front bin is a front bin where the remaining inventory of the item is equal to the target inventory.
To achieve the above object, according to another aspect of the embodiments of the present invention, a storage allocating device is provided.
The storage allocation device of the embodiment of the invention comprises: the calculation module is used for calculating the suggested allocation amount of the articles in each front bin and summing the suggested allocation amounts to obtain the expected allocation amount; the comparison module is used for acquiring the stock to be distributed of the article in the central bin and comparing the stock to be distributed with the expected allocation amount; the allocating module is used for allocating the stock to be allocated to each first-level front bin according to a target stock proportion when the stock to be allocated is smaller than the expected allocating amount; the first-stage front bin is a front bin of which the remaining stock of the articles is smaller than the safety stock.
Optionally, the dial module is further configured to: determining an average sales volume per unit time of said articles in each of said pre-bins; calculating the sum of the recommended allocation amounts of all the front bins of which the average sales amount per unit time is greater than or equal to a preset threshold value; and comparing the inventory to be distributed with the sum of the suggested allocation amount so as to allocate the inventory to be distributed to each first-level front bin according to the comparison result and the target inventory proportion.
optionally, the dial module is further configured to: when the inventory to be distributed is smaller than the sum of the suggested allocation amounts, acquiring the sum of the residual inventory of the articles in all the second-stage front bins and the sum of target inventory; the second-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time greater than or equal to the threshold; calculating the target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed; determining a newly proposed allocation amount of each second-stage preposed bin according to the target inventory, the residual inventory and the target inventory proportion of each second-stage preposed bin; and allocating the to-be-allocated inventory to each second-stage preposed bin according to the newly-proposed allocation amount of the second-stage preposed bins.
optionally, the calculation formula of the target inventory proportion is as follows:
T=(M+P)/N
In the formula, T is a target inventory proportion, M is the sum of the remaining inventory of the articles in all the second-stage front bins, N is the sum of the target inventory of the articles in all the second-stage front bins, and P is the inventory to be distributed.
optionally, the dial module is further configured to: multiplying the target inventory of each second-stage pre-chamber by the target inventory proportion respectively to obtain a new target inventory of each second-stage pre-chamber; and respectively subtracting the new target inventory of each second-stage preposed bin from the corresponding residual inventory to obtain the newly proposed allocation amount of each second-stage preposed bin.
optionally, the dial module is further configured to: when the stock to be distributed is larger than or equal to the sum of the suggested allocation amounts, allocating the stock to be distributed to each second-stage front bin according to preset replenishment stock; wherein the replenishment stock is any value between the safety stock and the target stock; the second-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time more than or equal to the threshold; acquiring the sum of the remaining stocks of the articles in all the third-level front bins and the sum of target stocks; the third-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time smaller than the threshold; calculating a new target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed; determining a newly proposed allocation amount of each third-level front-end bin according to the target inventory, the residual inventory and the new target inventory proportion of each third-level front-end bin; and allocating the remaining stock to be distributed after allocation to each third-stage preposed bin according to the newly allocated allocation amount of the third-stage preposed bin.
optionally, the apparatus further comprises: the excess inventory allocation module is used for allocating the inventory to be allocated to each first-stage front bin according to preset replenishment inventory when the inventory to be allocated is larger than the expected allocation amount; wherein the replenishment stock is any value between the safety stock and the target stock; calculating the transaction activity of each fourth-stage front bin according to preset parameters; after the fourth-stage front bin is allocated, the residual stock of the articles is less than or equal to the target stock; and allocating the inventory to be allocated left after allocation to at least one fourth-stage front bin according to the transaction activity, so that the inventory to be allocated is 0.
optionally, the calculation formula of the transaction activity is as follows:
wherein, a i is the transaction activity of the ith fourth-stage front bin, α and β are weights, α + β is 1, S 'avg,i is the average sales per unit time of the article in the ith fourth-stage front bin, S' avg is the sum of the average sales per unit time of all the fourth-stage front bins, and D i is the distance from the ith fourth-stage front bin to the central bin.
Optionally, the inventory surplus transferring module is further configured to: sorting all the fourth-stage front bins according to the transaction activity; and sequentially allocating the remaining stocks to be distributed after allocation to the fourth-stage front bin according to the sequencing result and a preset first allocation quantity.
Optionally, the inventory surplus transferring module is further configured to: multiplying the remaining stock to be distributed after allocation with the transaction activity after normalization to obtain a replenishment proportion; and transferring the remaining stock to be distributed after transferring to each fourth-stage front bin according to the replenishment proportion.
optionally, the apparatus further comprises: the optimization module is used for calculating the transaction activity of each fifth-stage front bin according to preset parameters; the fifth-stage front bin is a front bin, wherein the residual stock of the articles is greater than or equal to the safety stock and is smaller than the target stock; sorting all the fifth-stage front bins according to the transaction activity; according to the sequencing result and a preset second allocation quantity, sequentially allocating the remaining stocks to be allocated after allocation to the fifth-level front-end bins, so that the remaining stocks of each fifth-level front-end bin after allocation are the target stocks or the stocks to be allocated are 0; when all the fifth-level front bins are allocated to corresponding target stocks and the allocated stocks to be distributed are larger than 0, combining the first-level front bins, the fifth-level front bins and the sixth-level front bins to generate the fourth-level front bins; wherein the sixth level front bin is a front bin where the remaining inventory of the item is equal to the target inventory.
To achieve the above object, according to still another aspect of embodiments of the present invention, there is provided an electronic apparatus.
an electronic device of an embodiment of the present invention includes: one or more processors; the storage device is used for storing one or more programs, and when the one or more programs are executed by the one or more processors, the one or more processors realize the storage allocation method of the embodiment of the invention.
to achieve the above object, according to still another aspect of embodiments of the present invention, there is provided a computer-readable medium.
A computer-readable medium of an embodiment of the present invention has a computer program stored thereon, and when the program is executed by a processor, the computer program implements a storage allocation method of an embodiment of the present invention.
One embodiment of the above invention has the following advantages or benefits: comparing the stock to be distributed of the central bin with the expected allocation amounts of all the front bins, and when the stock to be distributed is smaller than the expected allocation amount, allocating all the stock to be distributed to the front bins with the remaining stock smaller than the safety stock according to the target stock proportion, so that the shortage risk of the front bins caused by the shortage of the stock to be distributed is reduced; by introducing the average sales per unit time and the target inventory proportion, when the inventory to be distributed is insufficient, the pre-warehouse with the average sales per unit time greater than or equal to the preset threshold value is preferably replenished; by using the target inventory proportion to adjust the suggested allocation amount, each first-stage front bin can be replenished, and the shortage risk is reduced; by introducing the transaction activity, when the inventory to be distributed is excessive, the front bin with the residual inventory less than or equal to the target inventory can be replenished; by introducing the replenishment proportion, when the stock to be distributed is excessive, all the preposed bins with the surplus stock less than or equal to the target stock can be replenished.
further effects of the above-mentioned non-conventional alternatives will be described below in connection with the embodiments.
Drawings
The drawings are included to provide a better understanding of the invention and are not to be construed as unduly limiting the invention. Wherein:
Fig. 1 is a schematic diagram illustrating the main steps of a warehouse allocation method according to an embodiment of the present invention;
Fig. 2 is a schematic main flow chart of a warehouse allocation method when the to-be-distributed inventory is insufficient according to an embodiment of the present invention;
Fig. 3 is a schematic main flow chart of a warehouse allocation method when the to-be-distributed inventory is insufficient according to a second embodiment of the present invention;
Fig. 4 is a schematic main flow chart of a warehousing transfer method when the inventory to be distributed is excessive according to a third embodiment of the present invention;
Fig. 5 is a schematic main flow chart of a warehousing transfer method when the inventory to be distributed is excessive according to a seventh embodiment of the present invention;
FIG. 6 is a schematic diagram of the main modules of the warehousing transfer device according to an embodiment of the invention;
FIG. 7 is an exemplary system architecture diagram in which embodiments of the present invention may be employed;
FIG. 8 is a schematic diagram of a computer apparatus suitable for use in an electronic device to implement an embodiment of the invention.
Detailed Description
Exemplary embodiments of the present invention are described below with reference to the accompanying drawings, in which various details of embodiments of the invention are included to assist understanding, and which are to be considered as merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
The following explains the words involved in the present invention.
and (4) remaining stock: is the current inventory of items in the front bin or the center bin.
Safety stock: safety stock-average sales per day x days of safety stock. The number of days for safety stock is set by firstly considering the arrival period after placing orders to suppliers and secondly considering the buffer stock prepared by influencing the order demand due to uncertain factors (such as sudden mass orders or delayed delivery of suppliers), so as to ensure the normal sale of the stock in the period from the order placing to the delivery of the goods to the front warehouse. When the remaining stock of a certain article in the front bin is smaller than the safety stock, the article has the risk of stock shortage and needs to be replenished; when the residual stock of the article in the front bin is more than or equal to the safety stock, the article has no risk of stock shortage and does not need replenishment.
target inventory: is the inventory expected to be reached by the item in the front bin, which is greater than the safety inventory. When the goods with the shortage risk in the front bin are replenished, the goods need to be replenished to the target stock.
Stock to be distributed: is the inventory of items to be dispensed in the central bin that is less than or equal to the remaining inventory of the central bin.
Fig. 1 is a schematic diagram illustrating main steps of a warehouse allocation method according to an embodiment of the present invention. As shown in fig. 1, the warehouse allocation method according to the embodiment of the present invention mainly includes the following steps:
step S101: and calculating the suggested transfer amount of the articles in each front bin, and summing the suggested transfer amounts to obtain the expected transfer amount. Wherein the proposed transfer amount is equal to a difference between the target inventory and the remaining inventory. And acquiring the residual inventory and the safety inventory of the articles in each front bin, comparing the size of the residual inventory and the safety inventory of each front bin, and if the residual inventory of a certain front bin is smaller than the safety inventory, replenishing the inventory of the front bin to the target inventory. And after the suggested allocation amount of a certain article in each front cabin is calculated, summarizing the front cabins with the suggested allocation amount larger than 0 to obtain the expected allocation amount.
step S102: and acquiring the stock to be distributed of the goods in the central bin, and comparing the stock to be distributed with the expected allocation amount. And comparing the inventory to be distributed of the articles in the central bin with the expected allocation amount calculated in the step S101 to judge whether the inventory to be distributed of the central bin can meet the replenishment requirement of each front bin with the shortage risk. The front bin with the shortage risk refers to a front bin with the remaining stock of the articles smaller than the safety stock, and the front bin is collectively called a first-stage front bin in the embodiment of the invention.
step S103: when the inventory to be distributed is smaller than the expected allocation amount, allocating the inventory to be distributed to each first-level front bin according to a target inventory proportion. And the target inventory proportion is calculated according to the sum of the residual inventories of the front bins, the sum of the target inventories and the inventory to be distributed. If the inventory to be distributed is smaller than the expected allocation amount, which indicates that the inventory to be distributed in the central bin is insufficient, determining a new suggested allocation amount according to the calculated target inventory proportion, and allocating all the inventory to be distributed to the first-stage front-end bin according to the new suggested allocation amount; if the inventory to be distributed is larger than the expected transfer amount, which indicates that the inventory to be distributed in the central bin is excessive, the inventory to be distributed can be transferred to a first-stage front bin, and then all front bins of which the inventory is less than or equal to the target inventory are replenished according to the transaction activity, so that the transferred inventory to be distributed is 0; if the inventory to be distributed is equal to the desired transfer amount, each first-level pre-silo may be directly restocked to the corresponding target inventory.
After the comparison in step S102, how to allocate all the inventory to be allocated to each first-level front bin will be described in detail when the inventory to be allocated in the central bin is insufficient, that is, the inventory to be allocated in the central bin is smaller than the expected allocation amount of the front bins.
Fig. 2 is a schematic flow chart of a warehouse allocation method when the to-be-distributed inventory is insufficient according to an embodiment of the present invention. As shown in fig. 2, a warehouse allocating method in an embodiment of the present invention mainly includes the following steps:
and step S201, determining the average sales volume of the articles in each front bin in unit time, wherein the average sales volume in unit time is the average sales volume of a certain article in the front bin in unit time, such as the average sales volume per day, the average sales volume per month and the like, and assuming that the sales volume of the ith front bin in m days is S i,j, the average sales volume per day S avg,i is:
And S202, calculating the sum of the recommended allocation amounts of all the preposed bins with the average sales amount per unit time being more than or equal to a preset threshold value, presetting a threshold value T 1, finding out all the preposed bins with the average sales amount per unit time being more than or equal to the T 1, wherein the preposed bins are uniformly called second-stage preposed bins in the embodiment of the invention, finding out all the preposed bins with the average sales amount being more than or equal to S avg,i < T 1 in the embodiment of the invention, and the preposed bins are uniformly called third-stage preposed bins in the embodiment of the invention.
Step S203: comparing the inventory to be distributed with the sum of the suggested allocation amounts, and executing the step S204 when the inventory to be distributed is smaller than the sum of the suggested allocation amounts; otherwise, step S208 is performed. The step is used for judging whether the stock to be distributed of the central bin can meet the replenishment requirement of the second-level front bin, if not, executing the step S204 to the step S207 to replenish each second-level front bin; if so, steps S208 through S212 are performed to restock each of the second and third stage pre-pods.
Step S204: and acquiring the sum of the remaining stocks of the articles in all the second-stage front bins and the sum of the target stocks, and executing the step S205. And acquiring the remaining inventory and the target inventory of the articles in each second-stage front bin, summing all the remaining inventory to obtain the sum of the remaining inventory of all the second-stage front bins, and summing all the target inventory to obtain the sum of the target inventory of all the second-stage front bins.
Step S205: and calculating a target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed. The calculation formula of the target inventory proportion in the step is as follows:
T=(M+P)/N
in the formula, T is a target inventory proportion, M is the sum of the remaining inventory of the articles in all the second-stage front bins, N is the sum of the target inventory of the articles in all the second-stage front bins, and P is the inventory to be distributed.
step S206: and determining the newly proposed allocation amount of each second-stage preposed bin according to the target inventory, the residual inventory and the target inventory proportion of each second-stage preposed bin. Firstly, multiplying the target inventory of each second-stage front-end bin by the target inventory proportion respectively to obtain a new target inventory of each second-stage front-end bin; and then, the new target inventory of each second-stage preposed bin is respectively differenced with the corresponding residual inventory to obtain the newly proposed allocation amount of each second-stage preposed bin.
Assuming that the target inventory of the ith front-end bin is S t,i, the new target inventory is S tnew,i, and the remaining inventory is S u,i, the new target inventory of the ith front-end bin is S tnew,i ═ S t,i × T, and the new proposed allocation amount E i ═ S tnew,i -S u,i.
step S207: and allocating the to-be-allocated inventory to each second-stage preposed bin according to the newly proposed allocation amount of the second-stage preposed bins, and ending the process. Through the steps S204 to S207, the stock to be distributed is proportionally split to all the second-level front bins, each second-level front bin can be guaranteed to be replenished, and the stock shortage risk is reduced.
and S208, allocating the stock to be allocated to each second-level front bin according to a preset replenishment stock, and executing S209, wherein the replenishment stock is any value between the safety stock and the target stock, and according to the replenishment stock, replenishing all the front bins of which the quantity is more than or equal to T 1 in S avg,i.
step S209: and acquiring the sum of the remaining stocks of the items in all the third-stage front bins and the sum of target stocks. And acquiring the remaining inventory and the target inventory of the articles in each third-level front bin, summing all the remaining inventory to obtain the sum of the remaining inventory of all the third-level front bins, and summing all the target inventory to obtain the sum of the target inventory of all the third-level front bins.
Step S210: and calculating a new target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed. The calculation formula of the new target inventory proportion in the step is as follows:
T′=(M′+P′)/N′
In the formula, T 'is a new target inventory proportion, M' is the sum of the remaining inventory of the articles in all the third-level front bins, N 'is the sum of the target inventory of the articles in all the third-level front bins, and P' is the remaining inventory to be distributed after the replenishment of the second-level front bins is completed.
Step S211: and determining the newly proposed allocation amount of each third-level front-end bin according to the target inventory, the residual inventory and the new target inventory proportion of each third-level front-end bin. Firstly, multiplying the target inventory of each third-stage front bin by the third target inventory ratio respectively to obtain a new target inventory of each third-stage front bin; and then, the new target inventory of each third-stage preposed bin is respectively differed from the corresponding residual inventory to obtain the newly proposed allocation amount of each third-stage preposed bin.
step S212: and allocating the remaining stock to be distributed after allocation to each third-level preposed bin according to the newly allocated allocation amount of the third-level preposed bin, and ending the process. Through the steps S208 to S212, each second-level front bin is replenished according to the replenishment stock, and then the remaining stock to be distributed after being allocated in the step S208 is proportionally split to all third-level front bins, so that each third-level front bin can be replenished, and the shortage risk is reduced.
Fig. 3 is a schematic flow chart of a warehouse allocation method when the inventory to be allocated is insufficient according to the second embodiment of the present invention, in this embodiment, the threshold T 1 is 0, that is, the specific implementation process of allocating all the inventory to be allocated to the first-stage front warehouse is not related to the average sales amount per unit time, as shown in fig. 3, the warehouse allocation method when the inventory to be allocated is insufficient according to the second embodiment of the present invention mainly includes the following steps:
Step S301: and acquiring the sum of the remaining stocks of the articles in all the first-stage front bins and the sum of target stocks. And acquiring the remaining inventory and the target inventory of the articles in each first-level front bin, summing all the remaining inventory to obtain the sum of the remaining inventory of all the first-level front bins, and summing all the target inventory to obtain the sum of the target inventory of all the first-level front bins.
Step S302: and calculating the target inventory proportion of the first-stage front bin according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed. In the step, a calculation formula of the target inventory proportion of the first-stage front bin is as follows:
T″=(M″+P)/N″
In the formula, T ' is the target inventory proportion of the first-stage front bins, M ' is the sum of the remaining inventory of the articles in all the first-stage front bins, N ' is the sum of the target inventory of the articles in all the first-stage front bins, and P is the inventory to be distributed.
Step S303: and determining the newly-proposed allocation amount of each first-stage preposed bin according to the target inventory, the residual inventory and the target inventory proportion of the first-stage preposed bin. In the step, the newly created call allocation amount of each front-end bin in the first-stage front-end bin needs to be calculated, so that each front-end bin needs to be traversed circularly, and the method is specifically realized as follows:
(1) Multiplying the target inventory of the current preposed bin in the first-stage preposed bin by the target inventory proportion of the first-stage preposed bin to obtain a new target inventory of the current preposed bin;
(2) The new target inventory of the current preposed bin is differentiated from the corresponding residual inventory to obtain a newly proposed allocation amount of the current preposed bin;
(3) judging whether the next front bin is the last front bin of the first-stage front bin, if so, executing the step S304; if not, performing (1) with the next leading bin as the current leading bin.
Step S304: and allocating the stock to be distributed to each first-stage preposed bin according to the newly proposed allocation amount of the first-stage preposed bin. Through the steps S301 to S304, the stock to be distributed is proportionally split to all the first-level front bins, each first-level front bin can be guaranteed to be replenished, and the stock shortage risk is reduced. Through the process, each preposed bin with the shortage risk can be replenished, and the problem that the preposed bin with low sales activity cannot be replenished when the central bin is not in stock for a long time is solved.
In the following, when the inventory to be allocated of the central bin is excessive, i.e. the inventory to be allocated of the central bin is greater than the expected allocation amount of the front bins after the comparison in step S102, how to allocate all the inventory to be allocated to at least one front bin will be described in detail.
Fig. 4 is a schematic flow chart of a warehouse transfer method when the inventory to be distributed is excessive according to a third embodiment of the present invention. As shown in fig. 4, the third warehousing method for excess inventory to be distributed according to the embodiment of the present invention mainly includes the following steps:
Step S401: and allocating the stock to be distributed to each first-stage front bin according to a preset replenishment stock. Wherein the replenishment inventory is any value between the safety inventory and the target inventory. In a preferred embodiment, each of the first-level pre-bins is restocked to a corresponding target inventory.
Step S402: and calculating the transaction activity of each fourth-stage front bin according to preset parameters. The fourth-stage front bin is the front bin in which the remaining stock of the articles is less than or equal to the target stock after the allocating in the step S401. In this embodiment, all the front bins are divided into two types, the first type is a front bin with a remaining stock smaller than the safety stock (i.e., a first-level front bin), and the second type is a front bin with a remaining stock greater than or equal to the safety stock and less than or equal to the target stock. The second-class front bin and the front bin with the residual stock less than or equal to the target stock in the first-class front bin after the allocation in the step S401 form a fourth-class front bin. Wherein, the calculation formula of the transaction activity is as follows:
Wherein, a i is the transaction activity of the ith fourth-stage front bin, α and β are weights, α + β is 1, S 'avg,i is the average sales per unit time of the article in the ith fourth-stage front bin, S' avg is the sum of the average sales per unit time of all the fourth-stage front bins, and D i is the distance from the ith fourth-stage front bin to the central bin.
in the above formula, the parameter of the transaction activity considers the distance between the central bin and the front bin in addition to the average sales per unit time. For the articles with short preservation time, such as fresh articles, if the articles are placed for allocation in the next day, the quality of the articles is poor, even the articles are damaged, and the loss is caused. Therefore, when calculating the transaction activity, the distance between the central bin and the front bin can be considered, and the closer the distance is, the larger the average sales amount per unit time is, the better the restocking can be prioritized.
step S403: and allocating the inventory to be allocated left after allocation to at least one fourth-stage front bin according to the transaction activity, so that the inventory to be allocated is 0. According to the step, the fourth-stage front bin can be sequentially replenished according to the transaction activity until the stock to be distributed of the central bin is 0 (corresponding to the fourth embodiment); or, according to the replenishment proportion, replenishment may be performed on each fourth-stage front bin, and the stock to be allocated in the central bin after completion of replenishment is also 0 (corresponding to the fifth embodiment). The specific implementation of this step is described in detail below with reference to example four and example five.
Example four:
(1) And sequencing all the fourth-stage front bins according to the transaction activity. In a preferred embodiment, all the fourth-stage front bins are sorted according to the sequence of the transaction liveness from large to small.
(2) and sequentially allocating the remaining stocks to be distributed after allocation to the fourth-stage front bin according to the sequencing result and a preset first allocation quantity. The first dialing number is preset according to requirements, and may be 1, 2, 3, and the like. Assuming that the first transfer amount is 1, the remaining stocks to be distributed after the transfer in step S401 are distributed to the fourth-level front bin one by one according to the sequence of the transaction liveness from large to small until the stocks to be distributed are 0.
example five:
(1) And multiplying the remaining stock to be distributed after allocation and the transaction activity after normalization to obtain a replenishment proportion. The normalized transaction liveness is:
In the formula, A' i is the normalized transaction activity, and n is the number of all the fourth-stage front bins.
Assuming that the inventory to be distributed remaining after the allocation in step S401 is P ", and the replenishment proportion of the ith fourth-stage front bin is C i, C i is P ″ × a' i.
(2) And transferring the remaining stock to be distributed after transferring to each fourth-stage front bin according to the replenishment proportion. And distributing the P' into the corresponding fourth-stage front bin according to the replenishment proportion of each fourth-stage front bin.
In the sixth embodiment, because the average sales per unit time of some front bins are too small, the goods can be filled without being blocked, at this time, a goods filling threshold T 2 can be preset, and the front bins with the average sales per unit time smaller than the goods filling threshold T 2 are not filled with goods, the method is concretely realized by firstly executing the step S401, then filtering out the front bins with the average sales per unit time smaller than T 2 in the fourth front bin, taking the rest front bins as the fourth front bins, and then sequentially executing the steps S402 and S403.
In the third embodiment, all the front bins are classified into two types, but for the front bin having the remaining stock equal to the target stock, if replenishment is performed, there is a high possibility that high turnover will be caused, and therefore, replenishment of the front bin which does not cause high turnover needs to be performed preferentially. In the seventh embodiment, all the front bins are classified into three types, the first type is a front bin having a remaining stock smaller than the safety stock (i.e., the first-stage front bin), the second type is a front bin having a remaining stock equal to or larger than the safety stock and smaller than the target stock (collectively referred to as the fifth-stage front bin in the embodiment of the present invention), and the third type is a front bin having a remaining stock equal to the target stock (collectively referred to as the sixth-stage front bin in the embodiment of the present invention). For the first-stage front bin, if the front bin is not timely allocated, the risk of shortage of goods exists; for the fifth-level front bin, although the risk of inventory does not exist, high turnover cannot be caused when the goods are replenished to the target inventory; for the sixth-stage front bin, since its remaining stock is equal to the target stock, it is highly likely to cause high turnover if restocking.
Fig. 5 is a schematic main flow chart of a warehousing transfer method when the inventory to be allocated is excessive according to a seventh embodiment of the present invention. As shown in fig. 5, a seventh warehousing transferring method for surplus inventory to be distributed in the embodiment of the present invention mainly includes the following steps:
Step S501: and allocating the stock to be distributed to each first-stage front bin according to a preset replenishment stock. In a preferred embodiment, each first-level front bin is replenished to the corresponding target inventory, and since the inventory to be replenished is larger than the expected transfer amount, the inventory of the central bin is still surplus after the replenishment in the step is completed.
Step S502: and calculating the transaction activity of each fifth-stage front bin according to preset parameters. In a preferred embodiment, the weight β may be set to 0, i.e. the transaction activity is only related to the average sales per unit time, and the transaction activity is the sales activity.
Step S503: and sequencing all the fifth-stage front bins according to the magnitude of the transaction activity. In a preferred embodiment, all the fifth-stage front bins are sorted in descending order of sales activity.
step S504: and sequentially transferring the remaining stock to be distributed after transferring to the fifth-level front-end bin according to the sequencing result and a preset second transferring quantity, so that the remaining stock of each fifth-level front-end bin after transferring is the target stock, or the stock to be distributed is 0. The second dialing number is preset according to requirements, and may be 1, 2, 3, and the like. Assuming that the second allocation quantity is 1, allocating the remaining stock to be allocated after the allocation in step S501 to the fifth-level front bins one by one in the order from large sales activity to small sales activity until the remaining stock of each fifth-level front bin is the target stock or the stock to be allocated is 0.
step S505: judging whether the inventory to be distributed of the central bin is 0 or not, if not, executing a step S506; if so, the flow ends. When all the fifth-level front bins are allocated as the corresponding target inventory and the allocated inventory to be distributed is greater than 0, it is indicated that the inventory to be distributed of the central bin is still surplus, and step S506 is executed.
Step S506: merging the first, fifth, and sixth stage pre-bins to generate the fourth stage pre-bin.
Step S507: and calculating the transaction activity of each fourth-stage front bin according to preset parameters. In the step, only the transaction activity of the first-stage front bin and the sixth-stage front bin needs to be calculated. In a preferred embodiment, the weight β is still set to 0, and only the sales activity of the first and sixth stage pre-bins need to be calculated.
step S508: and transferring the rest inventory to be distributed after transfer to at least one fourth-stage front bin according to the transaction activity and a preset third transfer quantity so as to enable the inventory to be distributed to be 0. The third dialing number is preset according to requirements, and may be 1, 2, 3, and the like. Assuming that the third allocation amount is 1, allocating the remaining stocks to be allocated after the allocation in step S504 to the fourth-level front bin one by one in the order from large sales activity to small sales activity until the stocks to be allocated are 0, that is, all the stocks to be allocated are allocated to the front bin. The excess inventory of the central bin can be distributed entirely to the front bins by the above process, so that items with short expiration dates are all available for sale at the first time, rather than being retained in the central bin.
according to the warehouse allocating method, the to-be-allocated inventory of the central warehouse is compared with the expected allocating amount of all the front warehouses, and when the to-be-allocated inventory is smaller than the expected allocating amount, all the to-be-allocated inventory is allocated to the front warehouses of which the remaining inventory is smaller than the safety inventory according to the target inventory proportion, so that the shortage risk of the front warehouses caused by insufficient to-be-allocated inventory is reduced; by introducing the average sales per unit time and the target inventory proportion, when the inventory to be distributed is insufficient, the pre-warehouse with the average sales per unit time greater than or equal to the preset threshold value is preferably replenished; by using the target inventory proportion to adjust the suggested allocation amount, each first-stage front bin can be replenished, and the shortage risk is reduced; by introducing the transaction activity, when the inventory to be distributed is excessive, the front bin with the residual inventory less than or equal to the target inventory can be replenished; by introducing the replenishment proportion, when the stock to be distributed is excessive, all the preposed bins with the surplus stock less than or equal to the target stock can be replenished.
fig. 6 is a schematic diagram of main modules of the warehousing transfer device according to the embodiment of the invention. As shown in fig. 6, the warehousing allocating device 600 of the embodiment of the present invention mainly includes:
the calculation module 601 is configured to calculate suggested allocation amounts of the articles in each pre-bin, and sum the suggested allocation amounts to obtain an expected allocation amount. Wherein the proposed transfer amount is equal to a difference between the target inventory and the remaining inventory. And acquiring the residual inventory and the safety inventory of the articles in each front bin, comparing the size of the residual inventory and the safety inventory of each front bin, and if the residual inventory of a certain front bin is smaller than the safety inventory, replenishing the inventory of the front bin to the target inventory. And after the suggested allocation amount of a certain article in each front cabin is calculated, summarizing the front cabins with the suggested allocation amount larger than 0 to obtain the expected allocation amount.
A comparing module 602, configured to obtain an inventory to be allocated of the item in the central warehouse, and compare the inventory to be allocated with the expected allocation amount. The inventory to be distributed of the articles in the central bin is compared with the expected allocation amount calculated by the calculation module 601 to judge whether the inventory to be distributed of the central bin can meet the replenishment demand of each front bin with the shortage risk. The front bin with the shortage risk refers to a front bin with the remaining stock of the articles smaller than the safety stock, and the front bin is collectively called a first-stage front bin in the embodiment of the invention.
and the allocating module 603 is configured to allocate all the stocks to be allocated to the first-stage front warehouse according to the target stock proportion when the stocks to be allocated are smaller than the expected allocating amount. And the target inventory proportion is calculated according to the sum of the residual inventories of the front bins, the sum of the target inventories and the inventory to be distributed. If the inventory to be distributed is smaller than the expected allocation amount, which indicates that the inventory to be distributed in the central bin is insufficient, determining a new suggested allocation amount according to the calculated target inventory proportion, and allocating all the inventory to be distributed to the first-stage front-end bin according to the new suggested allocation amount; if the inventory to be distributed is larger than the expected transfer amount, which indicates that the inventory to be distributed in the central bin is excessive, the inventory to be distributed can be transferred to the first-stage front bin, and then all the front bins of which the inventory is less than or equal to the target inventory are replenished according to the transaction activity, so that the transferred inventory to be distributed is 0. If the inventory to be distributed is equal to the desired transfer amount, each first-level pre-silo may be directly restocked to the corresponding target inventory.
In addition, the warehousing transferring device 600 of the embodiment of the present invention may further include: an inventory excess transfer module and an optimization module (not shown in FIG. 6). And the inventory surplus allocation module is used for allocating all the inventory to be allocated to at least one preposed bin according to the category of each preposed bin when the inventory to be allocated is larger than the expected allocation amount, and the specific allocation process is as described above. The optimization module is used for calculating the transaction activity of each fifth-stage front bin according to preset parameters; the fifth-stage front bin is a front bin, wherein the residual stock of the articles is greater than or equal to the safety stock and is smaller than the target stock; sorting all the fifth-stage front bins according to the transaction activity; according to the sequencing result and a preset second allocation quantity, sequentially allocating the remaining stocks to be allocated after allocation to the fifth-level front-end bins, so that the remaining stocks of each fifth-level front-end bin after allocation are the target stocks or the stocks to be allocated are 0; when all the fifth-level front bins are allocated to corresponding target stocks and the allocated stocks to be distributed are larger than 0, combining the first-level front bins, the fifth-level front bins and the sixth-level front bins to generate the fourth-level front bins; wherein the sixth level front bin is a front bin where the remaining inventory of the item is equal to the target inventory.
as can be seen from the above description, by comparing the inventory to be distributed of the central bin with the expected allocation amounts of all the front bins, when the inventory to be distributed is smaller than the expected allocation amount, the inventory to be distributed is allocated to the front bins with the remaining inventory smaller than the safety inventory according to the target inventory proportion, so that the shortage risk of the front bins caused by shortage of the inventory to be distributed is reduced; by introducing the average sales per unit time and the target inventory proportion, when the inventory to be distributed is insufficient, the pre-warehouse with the average sales per unit time greater than or equal to the preset threshold value is preferably replenished; by using the target inventory proportion to adjust the suggested allocation amount, each first-stage front bin can be replenished, and the shortage risk is reduced; by introducing the transaction activity, when the inventory to be distributed is excessive, the front bin with the residual inventory less than or equal to the target inventory can be replenished; by introducing the replenishment proportion, when the stock to be distributed is excessive, all the preposed bins with the surplus stock less than or equal to the target stock can be replenished.
Fig. 7 illustrates an exemplary system architecture 700 to which the warehouse transfer method or warehouse transfer apparatus of embodiments of the present invention may be applied.
As shown in fig. 7, the system architecture 700 may include terminal devices 701, 702, 703, a network 704, and a server 705. The network 704 serves to provide a medium for communication links between the terminal devices 701, 702, 703 and the server 705. Network 704 may include various connection types, such as wired, wireless communication links, or fiber optic cables, to name a few.
a user may use the terminal devices 701, 702, 703 to interact with a server 705 over a network 704, to receive or send messages or the like. Various communication client applications, such as shopping applications, web browser applications, search applications, instant messaging tools, mailbox clients, social platform software, and the like, may be installed on the terminal devices 701, 702, and 703.
The terminal devices 701, 702, 703 may be various electronic devices having a display screen and supporting web browsing, including but not limited to smart phones, tablet computers, laptop portable computers, desktop computers, and the like.
the server 705 may be a server providing various services, such as a background management server providing support for click events generated by users using the terminal devices 701, 702, 703. The background management server may analyze and perform other processing on the received click data, text content, and other data, and feed back a processing result (e.g., target push information, product information) to the terminal device.
It should be noted that the warehousing allocation method provided in the embodiment of the present application is generally executed by the server 705, and accordingly, the warehousing allocation device is generally disposed in the server 705.
It should be understood that the number of terminal devices, networks, and servers in fig. 7 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.
the invention also provides an electronic device and a computer readable medium according to the embodiment of the invention.
The electronic device of the present invention includes: one or more processors; the storage device is used for storing one or more programs, and when the one or more programs are executed by the one or more processors, the one or more processors realize the storage allocation method of the embodiment of the invention.
The computer readable medium of the present invention has stored thereon a computer program which, when executed by a processor, implements a method of warehousing allocation of an embodiment of the present invention.
referring now to FIG. 8, shown is a block diagram of a computer system 800 suitable for use with a terminal device implementing an embodiment of the present invention. The terminal device shown in fig. 8 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present invention.
As shown in fig. 8, the computer system 800 includes a Central Processing Unit (CPU)801 that can perform various appropriate actions and processes in accordance with a program stored in a Read Only Memory (ROM)802 or a program loaded from a storage section 808 into a Random Access Memory (RAM) 803. In the RAM 803, various programs and data necessary for the operation of the system 800 are also stored. The CPU 801, ROM 802, and RAM 803 are connected to each other via a bus 804. An input/output (I/O) interface 805 is also connected to bus 804.
The following components are connected to the I/O interface 805: an input portion 806 including a keyboard, a mouse, and the like; an output section 807 including a signal such as a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker; a storage portion 808 including a hard disk and the like; and a communication section 809 including a network interface card such as a LAN card, a modem, or the like. The communication section 809 performs communication processing via a network such as the internet. A drive 810 is also connected to the I/O interface 805 as necessary. A removable medium 811 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 810 as necessary, so that a computer program read out therefrom is mounted on the storage section 808 as necessary.
In particular, the processes described above with respect to the main step diagrams may be implemented as computer software programs, according to embodiments of the present disclosure. For example, 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 such an embodiment, the computer program can be downloaded and installed from a network through the communication section 809 and/or installed from the removable medium 811. The computer program executes the above-described functions defined in the system of the present invention when executed by the Central Processing Unit (CPU) 801.
it should be noted that the computer readable medium shown in the present invention can 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 the present invention, 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 the present invention, 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: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
The principal step diagrams 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 invention. 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 or flowchart illustration, and combinations of blocks in the block diagrams 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 modules described in the embodiments of the present invention may be implemented by software or hardware. The described modules may also be provided in a processor, which may be described as: a processor includes a calculation module, a comparison module, and a dial module. Where the names of the units in some cases do not constitute a limitation on the units themselves, for example, the calculation module may also be described as a "module that calculates a suggested allocation of items at each pre-bay, sums the suggested allocations to obtain a desired allocation".
As another aspect, the present invention also provides a computer-readable medium that may be contained in the apparatus described in the above embodiments; or may be separate and not incorporated into the device. The computer readable medium carries one or more programs which, when executed by a device, cause the device to comprise: calculating the suggested allocation amount of the articles in each front bin, and summing the suggested allocation amounts to obtain the expected allocation amount; acquiring the stock to be distributed of the articles in a central bin, and comparing the stock to be distributed with the expected transfer amount; when the inventory to be distributed is smaller than the expected allocation amount, all the inventory to be distributed is allocated to a first-stage front bin according to a target inventory proportion; the first-stage front bin is a front bin of which the remaining stock of the articles is smaller than the safety stock.
As can be seen from the above description, by comparing the inventory to be distributed of the central warehouse with the expected allocation amounts of all the front warehouses, when the inventory to be distributed is smaller than the expected allocation amount, the inventory to be distributed is allocated to the front warehouses with the remaining inventory smaller than the safety inventory according to the target inventory proportion, so that the risk of short-order inventory of the front warehouses caused by insufficient inventory to be distributed is reduced.
The product can execute the method provided by the embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method. For technical details that are not described in detail in this embodiment, reference may be made to the method provided by the embodiment of the present invention.
The above-described embodiments should not be construed as limiting the scope of the invention. Those skilled in the art will appreciate that various modifications, combinations, sub-combinations, and substitutions can occur, depending on design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (24)

1. a method for allocating storage is characterized by comprising the following steps:
Calculating the suggested allocation amount of the articles in each front bin, and summing the suggested allocation amounts to obtain the expected allocation amount;
Acquiring the stock to be distributed of the articles in a central bin, and comparing the stock to be distributed with the expected transfer amount;
When the inventory to be distributed is smaller than the expected allocation amount, allocating the inventory to be distributed to each first-level front bin according to a target inventory proportion; the first-stage front bin is a front bin of which the remaining stock of the articles is smaller than the safety stock.
2. the method of claim 1, wherein the allocating the inventory to be distributed to each first-level pre-bin according to the target inventory proportion comprises:
determining an average sales volume per unit time of said articles in each of said pre-bins;
calculating the sum of the recommended allocation amounts of all the front bins of which the average sales amount per unit time is greater than or equal to a preset threshold value;
And comparing the inventory to be distributed with the sum of the suggested allocation amount so as to allocate the inventory to be distributed to each first-level front bin according to the comparison result and the target inventory proportion.
3. the method according to claim 2, wherein the allocating the inventory to be distributed to each first-level front bin according to the comparison result and the target inventory proportion comprises:
when the inventory to be distributed is smaller than the sum of the suggested allocation amounts, acquiring the sum of the residual inventory of the articles in all the second-stage front bins and the sum of target inventory; the second-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time greater than or equal to the threshold;
Calculating the target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed;
determining a newly proposed allocation amount of each second-stage preposed bin according to the target inventory, the residual inventory and the target inventory proportion of each second-stage preposed bin;
and allocating the to-be-allocated inventory to each second-stage preposed bin according to the newly-proposed allocation amount of the second-stage preposed bins.
4. The method of claim 3, wherein the target inventory fraction is calculated by the formula:
T=(M+P)/N
In the formula, T is a target inventory proportion, M is the sum of the remaining inventory of the articles in all the second-stage front bins, N is the sum of the target inventory of the articles in all the second-stage front bins, and P is the inventory to be distributed.
5. The method of claim 3, wherein said determining a newly proposed allocation for each of said second-level front-ends based on said target inventory, remaining inventory and said target inventory ratio for each of said second-level front-ends comprises:
Multiplying the target inventory of each second-stage pre-chamber by the target inventory proportion respectively to obtain a new target inventory of each second-stage pre-chamber;
and respectively subtracting the new target inventory of each second-stage preposed bin from the corresponding residual inventory to obtain the newly proposed allocation amount of each second-stage preposed bin.
6. the method according to claim 2, wherein the allocating the inventory to be distributed to each first-level front bin according to the comparison result and the target inventory proportion comprises:
When the stock to be distributed is larger than or equal to the sum of the suggested allocation amounts, allocating the stock to be distributed to each second-stage front bin according to preset replenishment stock; wherein the replenishment stock is any value between the safety stock and the target stock; the second-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time more than or equal to the threshold;
Acquiring the sum of the remaining stocks of the articles in all the third-level front bins and the sum of target stocks; the third-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time smaller than the threshold;
Calculating a new target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed;
determining a newly proposed allocation amount of each third-level front-end bin according to the target inventory, the residual inventory and the new target inventory proportion of each third-level front-end bin;
And allocating the remaining stock to be distributed after allocation to each third-stage preposed bin according to the newly allocated allocation amount of the third-stage preposed bin.
7. The method of claim 1, wherein the step of comparing the inventory to be dispensed to the desired allotment size is followed by:
When the inventory to be distributed is larger than the expected allocation amount, allocating the inventory to be distributed to each first-stage front bin according to preset replenishment inventory; wherein the replenishment stock is any value between the safety stock and the target stock;
calculating the transaction activity of each fourth-stage front bin according to preset parameters; after the fourth-stage front bin is allocated, the residual stock of the articles is less than or equal to the target stock;
and allocating the inventory to be allocated left after allocation to at least one fourth-stage front bin according to the transaction activity, so that the inventory to be allocated is 0.
8. The method of claim 7, wherein the transaction liveness is calculated by the formula:
Wherein, a i is the transaction activity of the ith fourth-stage front bin, α and β are weights, α + β is 1, S 'avg,i is the average sales per unit time of the article in the ith fourth-stage front bin, S' avg is the sum of the average sales per unit time of all the fourth-stage front bins, and D i is the distance from the ith fourth-stage front bin to the central bin.
9. The method of claim 7, wherein the transferring the inventory to be allocated remaining after the transferring into at least one of the fourth-level front bins according to the transaction activity comprises:
Sorting all the fourth-stage front bins according to the transaction activity;
And sequentially allocating the remaining stocks to be distributed after allocation to the fourth-stage front bin according to the sequencing result and a preset first allocation quantity.
10. the method of claim 7, wherein the transferring the inventory to be allocated remaining after the transferring into at least one of the fourth-level front bins according to the transaction activity comprises:
multiplying the remaining stock to be distributed after allocation with the transaction activity after normalization to obtain a replenishment proportion;
And transferring the remaining stock to be distributed after transferring to each fourth-stage front bin according to the replenishment proportion.
11. The method according to any one of claims 7 to 10, wherein the step of calculating the transaction activity of each fourth-stage head bin according to preset parameters is preceded by the step of:
Calculating the transaction activity of each fifth-stage front bin according to preset parameters; the fifth-stage front bin is a front bin, wherein the residual stock of the articles is greater than or equal to the safety stock and is smaller than the target stock;
Sorting all the fifth-stage front bins according to the transaction activity;
according to the sequencing result and a preset second allocation quantity, sequentially allocating the remaining stocks to be allocated after allocation to the fifth-level front-end bins, so that the remaining stocks of each fifth-level front-end bin after allocation are the target stocks or the stocks to be allocated are 0;
when all the fifth-level front bins are allocated to corresponding target stocks and the allocated stocks to be distributed are larger than 0, combining the first-level front bins, the fifth-level front bins and the sixth-level front bins to generate the fourth-level front bins; wherein the sixth level front bin is a front bin where the remaining inventory of the item is equal to the target inventory.
12. The utility model provides a storage transfer device which characterized in that includes:
The calculation module is used for calculating the suggested allocation amount of the articles in each front bin and summing the suggested allocation amounts to obtain the expected allocation amount;
the comparison module is used for acquiring the stock to be distributed of the article in the central bin and comparing the stock to be distributed with the expected allocation amount;
the allocating module is used for allocating the stock to be allocated to each first-level front bin according to a target stock proportion when the stock to be allocated is smaller than the expected allocating amount; the first-stage front bin is a front bin of which the remaining stock of the articles is smaller than the safety stock.
13. The apparatus of claim 12, wherein the dial module is further configured to:
determining an average sales volume per unit time of said articles in each of said pre-bins;
Calculating the sum of the recommended allocation amounts of all the front bins of which the average sales amount per unit time is greater than or equal to a preset threshold value;
and comparing the inventory to be distributed with the sum of the suggested allocation amount so as to allocate the inventory to be distributed to each first-level front bin according to the comparison result and the target inventory proportion.
14. The apparatus of claim 13, wherein the dial module is further configured to:
When the inventory to be distributed is smaller than the sum of the suggested allocation amounts, acquiring the sum of the residual inventory of the articles in all the second-stage front bins and the sum of target inventory; the second-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time greater than or equal to the threshold;
calculating the target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed;
determining a newly proposed allocation amount of each second-stage preposed bin according to the target inventory, the residual inventory and the target inventory proportion of each second-stage preposed bin;
And allocating the to-be-allocated inventory to each second-stage preposed bin according to the newly-proposed allocation amount of the second-stage preposed bins.
15. the apparatus of claim 14, wherein the target inventory fraction is calculated by the formula:
T=(M+P)/N
in the formula, T is a target inventory proportion, M is the sum of the remaining inventory of the articles in all the second-stage front bins, N is the sum of the target inventory of the articles in all the second-stage front bins, and P is the inventory to be distributed.
16. The apparatus of claim 14, wherein the dial module is further configured to:
Multiplying the target inventory of each second-stage pre-chamber by the target inventory proportion respectively to obtain a new target inventory of each second-stage pre-chamber;
And respectively subtracting the new target inventory of each second-stage preposed bin from the corresponding residual inventory to obtain the newly proposed allocation amount of each second-stage preposed bin.
17. The apparatus of claim 13, wherein the dial module is further configured to:
When the stock to be distributed is larger than or equal to the sum of the suggested allocation amounts, allocating the stock to be distributed to each second-stage front bin according to preset replenishment stock; wherein the replenishment stock is any value between the safety stock and the target stock; the second-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time more than or equal to the threshold;
Acquiring the sum of the remaining stocks of the articles in all the third-level front bins and the sum of target stocks; the third-stage front bin is a front bin which is in the first-stage front bin and has the average sales per unit time smaller than the threshold;
Calculating a new target inventory proportion according to the sum of the remaining inventory, the sum of the target inventory and the inventory to be distributed;
Determining a newly proposed allocation amount of each third-level front-end bin according to the target inventory, the residual inventory and the new target inventory proportion of each third-level front-end bin;
and allocating the remaining stock to be distributed after allocation to each third-stage preposed bin according to the newly allocated allocation amount of the third-stage preposed bin.
18. the apparatus of claim 12, further comprising: a stock surplus allocation module for
when the inventory to be distributed is larger than the expected allocation amount, allocating the inventory to be distributed to each first-stage front bin according to preset replenishment inventory; wherein the replenishment stock is any value between the safety stock and the target stock;
Calculating the transaction activity of each fourth-stage front bin according to preset parameters; after the fourth-stage front bin is allocated, the residual stock of the articles is less than or equal to the target stock;
And allocating the inventory to be allocated left after allocation to at least one fourth-stage front bin according to the transaction activity, so that the inventory to be allocated is 0.
19. The apparatus of claim 18, wherein the transaction activity is calculated by the formula:
Wherein, a i is the transaction activity of the ith fourth-stage front bin, α and β are weights, α + β is 1, S 'avg,i is the average sales per unit time of the article in the ith fourth-stage front bin, S' avg is the sum of the average sales per unit time of all the fourth-stage front bins, and D i is the distance from the ith fourth-stage front bin to the central bin.
20. The apparatus of claim 18, wherein the inventory excess allotment module is further configured to:
Sorting all the fourth-stage front bins according to the transaction activity;
And sequentially allocating the remaining stocks to be distributed after allocation to the fourth-stage front bin according to the sequencing result and a preset first allocation quantity.
21. the apparatus of claim 18, wherein the inventory excess allotment module is further configured to:
Multiplying the remaining stock to be distributed after allocation with the transaction activity after normalization to obtain a replenishment proportion;
and transferring the remaining stock to be distributed after transferring to each fourth-stage front bin according to the replenishment proportion.
22. The apparatus of any one of claims 18 to 21, further comprising: an optimization module for
calculating the transaction activity of each fifth-stage front bin according to preset parameters; the fifth-stage front bin is a front bin, wherein the residual stock of the articles is greater than or equal to the safety stock and is smaller than the target stock;
Sorting all the fifth-stage front bins according to the transaction activity;
According to the sequencing result and a preset second allocation quantity, sequentially allocating the remaining stocks to be allocated after allocation to the fifth-level front-end bins, so that the remaining stocks of each fifth-level front-end bin after allocation are the target stocks or the stocks to be allocated are 0;
When all the fifth-level front bins are allocated to corresponding target stocks and the allocated stocks to be distributed are larger than 0, combining the first-level front bins, the fifth-level front bins and the sixth-level front bins to generate the fourth-level front bins; wherein the sixth level front bin is a front bin where the remaining inventory of the item is equal to the target inventory.
23. An electronic device, comprising:
One or more processors;
A storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-11.
24. A computer-readable medium, on which a computer program is stored, which, when being executed by a processor, carries out the method according to any one of claims 1-11.
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