CN103034933B - A kind of commodity distribution control method based on multistage storage - Google Patents
A kind of commodity distribution control method based on multistage storage Download PDFInfo
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Abstract
The commodity distribution control method based on multistage storage that the present invention proposes, is specially: multistage warehousing management center is set, and multistage warehousing management center is pyramid structure. The storage principle of warehousing management central store article at different levels is: the article storage that purchase frequency is high, regionalism is weak is in more low-level warehousing management center, and the article storage that purchase frequency is lower, regionalism is stronger is in the warehousing management center of higher level. Described method also comprises the laterally dynamic concocting method between warehousing managements at different levels center, the i.e. periodic historical sales data analysis to the each article in each warehousing management center, carry out demand trend prediction, determine the dynamic allotment quantity of the each article in each warehousing management center, utilize residual capacity to complete the dynamic allotment of the each article in each warehousing management center. The method that the present invention proposes is compared with traditional storage pattern, has the following advantages: 1. accelerate dispensing efficiency and speed; 2. utilize residual capacity to save cost of transportation, alleviated warehousing pressure.
Description
Technical field
The present invention relates to a kind of commodity distribution control method based on multistage storage, can be applicable to E-business logistics management rowIndustry, belongs to logistics field.
Background technology
Logistics is one of important component part of ecommerce. Flourish along with ecommerce, e-commerce ventureThe logistic pattern adopting, also becomes the bottleneck that restriction electronic commerce affair develops day by day. And in these bottlenecks, comprise electronicsThe storage pattern that commercial affairs enterprise adopts. Mostly what e-commerce venture adopted at present is parallel storage pattern, in national logisticsStorage center parallel to each other is set up in key city, and stock classification is approximate or identical, when dispensing according to dispensing destination instituteThe storage center compass of competency at place is carried out the dispensing of commodity. The shortcoming of doing is like this apparent: the one, there is repeated storage,Waste resource; The 2nd, storage center focuses mostly on very few in a big city, two wires and number, and the efficiency of dispensing is difficult to obtain unified. ExistingThe parallel storage pattern of row makes logistics distribution efficiency be difficult to improve, and becomes bottleneck. In addition, be subject to relevant laws and regulations imperfection, thingThe impact of extraneous factor that stream infrastructure construction is backward, logistics talent is rare etc., by outside channel to logistics distribution efficiency bottleBreaking of neck is comparatively difficult; And break by other inner channels the bottleneck that logistics distribution efficiency improves, as increased dispensing staff,Do not possess again chronicity and sustainability, can not play progradation to the development of E-business logistics pattern. Pass through third partyThe logistic pattern that loglstics enterprise carries out logistics activity does not meet again the trend of e-commerce venture's first party logistics. And by improving electricityThe storage pattern that the commercial enterprise of son adopts realizes the raising of logistics distribution efficiency, is that one is can degree of realization higher, efficiency is higher,And have compared with the method for the improvement Logistics Model of Electronic Commerce Industry of Strong sustainability. Therefore, for e-commerce venture proposes onePlant novel storage pattern, become current significant problem in the urgent need to address.
Summary of the invention
The object of the invention is the repeated storage, the waste money that exist in order to solve traditional e-commerce venture's storage patternSource, the dispensing shortcomings such as efficiency is low, proposed a kind of commodity distribution control method based on multistage storage.
The object of the invention is to be achieved through the following technical solutions.
Based on a commodity distribution control method for multistage storage, be specially:
Multistage warehousing management center is set, is called 1 grade of warehousing management center, 2 grades of warehousing management centers ..., NLevel warehousing management center, N >=3. Multistage warehousing management center is pyramid structure, and 1 grade of warehousing management centric quantity is minimum, and 2Increase successively to the quantity at N level warehousing management center at level warehousing management center. Upper level management storage center has 1 under its command with up and downOne-level warehousing management center, himself also can be used as next rank warehousing management center, and holds a concurrent post next rank storageThe responsibility of administrative center; Each warehousing management centers below 2 grades and 2 grades only have 1 higher level's warehousing management center.
Described upper level storage administrative center has the division principle of more than 1 next stage storage administrative center under its command and follows countryAdministrative division principle.
Warehousing management Central Radicals at different levels descend storage principle to determine the article of warehousing management central store at different levels according to this: buy frequentlyThe article storage that rate is high, regionalism is weak is in more low-level warehousing management center, and purchase frequency is lower, regionalism is strongerArticle storage is in the warehousing management center of higher level.
The concrete grammar of the described article of determining warehousing management central store at different levels is:
The 1.1st step: add up the purchase frequency of each article, represent with f, f ∈ [0, F], F is arithmetic number; [0, F] drawnBe divided into N segment, use respectively [0, N1)、[N1，N2)、……、[NN-2，NN-1)、[NN-1, F] and represent 0 < N1＜N2＜……＜NN-1＜F。
The 1.2nd step: according to order from low to high, be respectively segment [0, N1)、[N1，N2)、……、[NN-2，NN-1)、[NN-1, F] and a score value is set, represent P ∈ [0,100] with P;
The 1.3rd step: the district characteristic of article represents with T, for each article arranges its district characteristic value T, T ∈ (0,10]; The district characteristic of article is higher, and the value of district characteristic value T is higher; The district characteristic of article is lower, the value of district characteristic value TLower.
The 1.4th step: the score value of determining each article by formula (1).
Wherein, the score value that Q is article; α, β are coefficient, 0 < α, β < 1, alpha+beta=1.
The 1.5th step: the score value of the article that obtain according to the 1.4th step, set dividing of warehousing management central store article at different levelsValue scope, the warehousing management center that rank is higher, the score value of stores is lower; The warehousing management center that rank is lower, storageThe score value of article is higher.
The described commodity distribution control method based on multistage storage also comprises laterally dynamically adjusting between warehousing managements at different levels centerMethod of completing the square, is specially:
The 2.1st step: set up one for each warehousing management center and record sale, stock, dynamically allocate the database of situation,Comprise sales situation table, inventory status table, dynamically allocate information slip. Described sales situation table for recording, sell by every kind of articleTime, quantity. Described inventory status table is for recording stockpile number and the transformation period of every kind of article. Described dynamic allotment situationTable is for recording the dynamic allotment quantity of every kind of article of current time.
The 2.2nd step: taking C hour as the cycle, periodically the historical sales data to the each article in each warehousing management center andInventories are analyzed, and determine the supplemental amount to various article, for replenishing the stock; C >=8, C is arithmetic number.
The 2.3rd step: taking c minute as the cycle,The periodically historical sales to the each article in each warehousing management centerData analysis, predicts the demand trend of the each article in each warehousing management center, then in conjunction with inventories, true by formula (2)The dynamic allotment quantity of the each article in fixed each warehousing management center. When dynamically allotment quantity is positive number, represent this warehousing management centerThese article have unnecessary stock, can be to having other warehousing management at same higher level's warehousing management center with this warehousing management centerThis article are transported at center or its higher level's warehousing management center; When dynamically allotment quantity is negative, represent this warehousing management centerThis article inventory deficiency, need to be from having other warehousing management center at same higher level's warehousing management center with this warehousing management centerOr its higher level's warehousing management center obtains this article.
DN＝CN-YN(2)
Wherein, DN represents the dynamic allotment quantity of a certain article; CN represents the stockpile number of these article; YN represents this articleForecast demand quantity.
The 2.4th step: in the time existing the dispensing of residual capacity to occur, the each warehousing management center obtaining according to the 2.3rd step is eachThe dynamic allotment quantity of article, utilizes residual capacity to complete the dynamic allotment of the each article in each warehousing management center time updateDynamically allotment information slip. Described residual capacity refers in the middle of the return of delivery process and the delivery process of upper frequency, existsResidual capacity.
Beneficial effect
The commodity distribution control method based on multistage storage that the present invention proposes is compared with traditional storage pattern, has followingAdvantage:
1. by the mode forecast demand trend of artificial intelligence, before demand, complete article at different warehousing managements centerBetween transport object, to accelerate provide and deliver efficiency and speed;
2. utilize residual capacity carry out article adjustment, supplement, saved cost of transportation, alleviated warehousing pressure.
Brief description of the drawings
Fig. 1 is the multistage warehousing management center mode schematic diagram in the specific embodiment of the invention.
Detailed description of the invention
For technical scheme of the present invention is better described, below in conjunction with accompanying drawing, by 1 embodiment, the present invention is doneFurther illustrate.
Based on a commodity distribution control method for multistage storage, be specially:
Level Four warehousing management center is set, is called 1 grade of warehousing management center, 2 grades of warehousing management centers, 3 grades of storagesAdministrative center, 4 grades of warehousing management centers. Multistage warehousing management center is pyramid structure, and 1 grade of warehousing management centric quantityFew, the quantity at grade warehousing management center, 2 grades of warehousing management centers to 4 increases successively, as shown in Figure 1. In upper level management storageThe heart has more than 1 next stage storage administrative center under its command, himself also can be used as next rank warehousing management center, and holds concurrentlyAppoint the responsibility at next rank warehousing management center; The following warehousing management center of each 2 grades and 2 grades only has 1 higher level pipe of storing in a warehouseReason center. Upper level storage administrative center has the division principle of more than 1 next stage storage administrative center under its command and follows state administrationRegion division principle.
1 grade of warehousing management central distribution is in national logistics center city or municipality directly under the Central Government; 2 grades of warehousing management central distribution existProvincial capital of each province, the autonomous region provincial capital, logistics center city or municipality directly under the Central Government; 3 grades of warehousing management central distribution Ge districts, county and at county levelCity; 4 grades of warehousing management centers are distributed in each street. The concrete distribution situation in level Four warehousing management center is as shown in table 1.
Table 1 level Four warehousing management central distribution information slip
The storage principle of warehousing management central store article at different levels is: the article storage that purchase frequency is high, regionalism is weakIn more low-level warehousing management center, the article storage that purchase frequency is lower, regionalism is stronger is in the storage of higher levelAdministrative center. The concrete grammar of determining the article of warehousing management central store at different levels is:
The 1.1st step: add up the purchase frequency of each article, represent with f, f ∈ [0, F], F is arithmetic number; [0, F] drawnBe divided into N segment, use respectively [0, N1)、[N1，N2)、……、[NN-2，NN-1)、[NN-1, F] and represent 0 < N1＜N2＜……＜NN-1＜F。
The 1.2nd step: according to order from low to high, be respectively segment [0, N1)、[N1，N2)、……、[NN-2，NN-1)、[NN-1, F] and a score value is set, represent P ∈ [0,100] with P;
The 1.3rd step: the district characteristic of article represents with T, for each article arranges its district characteristic value T, T ∈ (0,10]; The district characteristic of article is higher, and the value of district characteristic value T is higher; The district characteristic of article is lower, the value of district characteristic value TLower.
The 1.4th step: the score value of determining each article by formula (3).
The 1.5th step: the score value of the article that obtain according to the 1.4th step, set dividing of warehousing management central store article at different levelsValue scope, the warehousing management center that rank is higher, the score value of stores is lower; The warehousing management center that rank is lower, storageThe score value of article is higher.
The described commodity distribution control method based on multistage storage also comprises laterally dynamically adjusting between warehousing managements at different levels centerMethod of completing the square, is specially:
The 2.1st step: set up one for each warehousing management center and record sale, stock, dynamically allocate the database of situation,Comprise sales situation table, inventory status table, dynamically allocate information slip. Described sales situation table for recording, sell by every kind of articleTime, quantity. Described inventory status table is for recording stockpile number and the transformation period of every kind of article. Described dynamic allotment situationTable is for recording the dynamic allotment quantity of every kind of article of current time.
The 2.2nd step: taking 24 hours as the cycle, periodically the historical sales data to the each article in each warehousing management center andInventories are analyzed, and determine the supplemental amount to various article, for replenishing the stock.
The 2.3rd step: taking 120 minutes as the cycle, the periodically historical sales data to the each article in each warehousing management centerAnalyze, predict the demand trend of the each article in each warehousing management center, then in conjunction with inventories, determine each by formula (2)The dynamic allotment quantity of the each article in warehousing management center. When dynamically allotment quantity is positive number, represent being somebody's turn to do of this warehousing management centerArticle have unnecessary stock, can be to having other warehousing management center at same higher level's warehousing management center with this warehousing management centerOr this article are transported at its higher level's warehousing management center; When dynamically allotment quantity is negative, represent this thing at this warehousing management centerThe product shortage of stock, need to be from having other warehousing management center at same higher level's warehousing management center or its with this warehousing management centerHigher level's warehousing management center obtains this article.
The 2.4th step: in the time existing the dispensing of residual capacity to occur, the each warehousing management center obtaining according to the 2.3rd step is eachThe dynamic allotment quantity of article, utilizes residual capacity to complete the dynamic allotment of the each article in each warehousing management center. Described residue fortunePower refers in the middle of the return of delivery process and the delivery process of upper frequency, the residual capacity of existence.
Above-described specific descriptions, have carried out further saying in detail to object, technical scheme and the beneficial effect of inventionBright, institute it should be understood that and the foregoing is only specific embodiments of the invention, for explaining the present invention, and is not used in restriction originallyThe protection domain of invention, within the spirit and principles in the present invention all, any amendment of making, be equal to replacement, improvement etc., all shouldWithin being included in protection scope of the present invention.
Claims (2)
1. the commodity distribution control method based on multistage storage, is characterized in that: it is specially:
Multistage warehousing management center is set, is called 1 grade of warehousing management center, 2 grades of warehousing management centers ..., the storage of N levelAdministrative center, N >=3; Multistage warehousing management center is pyramid structure, and 1 grade of warehousing management centric quantity is minimum, 2 grades of storagesAdministrative center increases successively to the quantity at N level warehousing management center; Upper level management storage center has more than 1 next grade bin under its commandStorage administrative center, himself also can be used as next rank warehousing management center, and holds a concurrent post in next rank warehousing managementThe responsibility of the heart; Each warehousing management centers below 2 grades and 2 grades only have 1 higher level's warehousing management center;
Warehousing management Central Radicals at different levels descend storage principle to determine the article of warehousing management central store at different levels according to this: purchase frequencyThe article storage high, regionalism is weak is in more low-level warehousing management center, the thing that purchase frequency is lower, regionalism is strongerProduct are stored in the warehousing management center of higher level;
Described upper level storage administrative center has the division principle of more than 1 next stage storage administrative center under its command and follows state administrationRegion division principle;
The concrete grammar of the described article of determining warehousing management central store at different levels is:
The 1.1st step: add up the purchase frequency of each article, represent with f, f ∈ [0, F], F is arithmetic number; [0, F] is divided intoN segment, uses respectively [0, N1)、[N1，N2)、……、[NN-2，NN-1)、[NN-1, F] and represent 0 < N1＜N2＜……-1＜F；
The 1.2nd step: according to order from low to high, be respectively segment [0, N1)、[N1，N2)、……、[NN-2，NN-1)、[NN-1，F] score value is set, represent P ∈ [0,100] with P;
The 1.3rd step: the district characteristic of article represents with T, for each article arranges its district characteristic value T, T ∈ (0,10]; ThingThe district characteristic of product is higher, and the value of district characteristic value T is higher; The district characteristic of article is lower, and the value of district characteristic value T is lower;
The 1.4th step: the score value of determining each article by formula (1);
Wherein, the score value that Q is article; α, β are coefficient, 0 < α, β < 1, alpha+beta=1;
The 1.5th step: the score value of the article that obtain according to the 1.4th step, set the score value model of warehousing management central store article at different levelsEnclose, the warehousing management center that rank is higher, the score value of stores is lower; The warehousing management center that rank is lower, storesScore value higher.
2. a kind of commodity distribution control method based on multistage storage as claimed in claim 1, is characterized in that: described based on multistageThe commodity distribution control method of storage also comprises the laterally dynamic concocting method between warehousing managements at different levels center, is specially:
The 2.1st step: set up one for each warehousing management center and record sale, stock, dynamically allocate the database of situation, compriseSales situation table, inventory status table, dynamically allocate information slip; Described sales situation table for record that every kind of article sell timeBetween, quantity; Described inventory status table is for recording stockpile number and the transformation period of every kind of article; Described dynamic allotment information slipFor recording the dynamic allotment quantity of every kind of article of current time;
The 2.2nd step: taking C hour as the cycle, periodically historical sales data and the stock to the each article in each warehousing management centerSituation is analyzed, and determines the supplemental amount to various article, for replenishing the stock;
C >=8, C is arithmetic number;
The 2.3rd step: taking c minute as the cycle,The periodically historical sales data to the each article in each warehousing management centerAnalyze, predict the demand trend of the each article in each warehousing management center, then in conjunction with inventories, determine each by formula (2)The dynamic allotment quantity of the each article in warehousing management center; When dynamically allotment quantity is positive number, represent being somebody's turn to do of this warehousing management centerArticle have unnecessary stock, can be to having other warehousing management center at same higher level's warehousing management center with this warehousing management centerOr this article are transported at its higher level's warehousing management center; When dynamically allotment quantity is negative, represent this thing at this warehousing management centerThe product shortage of stock, need to be from having other warehousing management center at same higher level's warehousing management center or its with this warehousing management centerHigher level's warehousing management center obtains this article;
DN＝CN-YN(2)
Wherein, DN represents the dynamic allotment quantity of a certain article; CN represents the stockpile number of these article; YN represents the pre-of these articleSurvey quantity required;
The 2.4th step: in the time existing the dispensing of residual capacity to occur, the each article in each warehousing management center that obtain according to the 2.3rd stepDynamic allotment quantity, utilize residual capacity to complete the dynamic allotment of the each article in each warehousing management center, and time update is dynamicAllotment information slip; Described residual capacity refers in the middle of the return of delivery process and the delivery process of upper frequency, existence surplusRemaining transport power.
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| CN106875125B (en) * | 2017-03-02 | 2020-12-11 | 盐城工学院 | Goods allocation method and device for regional warehouse |
| CN106777399A (en) * | 2017-03-02 | 2017-05-31 | 盐城工学院 | Regional warehouse goods collocation method and device |
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| CN107220796A (en) * | 2017-06-28 | 2017-09-29 | 北京惠赢天下网络技术有限公司 | A kind of kinds of goods transportation resources of distributors and device |
| CN111275371B (en) * | 2018-12-05 | 2023-07-25 | 北京嘀嘀无限科技发展有限公司 | Data processing method, data processing apparatus, and computer-readable storage medium |
| CN112837011B (en) * | 2021-02-01 | 2024-01-09 | 安徽安医高创信息技术有限公司 | Fine management method based on multi-stage material storage |
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