JPH07110833A - Method for inventory management - Google Patents

Method for inventory management

Info

Publication number
JPH07110833A
JPH07110833A JP25401893A JP25401893A JPH07110833A JP H07110833 A JPH07110833 A JP H07110833A JP 25401893 A JP25401893 A JP 25401893A JP 25401893 A JP25401893 A JP 25401893A JP H07110833 A JPH07110833 A JP H07110833A
Authority
JP
Japan
Prior art keywords
sales
product
inventory
closing
time
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP25401893A
Other languages
Japanese (ja)
Inventor
Masao Sakamoto
昌穂 坂本
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hitachi Ltd
Hitachi Computer Engineering Co Ltd
Original Assignee
Hitachi Ltd
Hitachi Computer Engineering Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Hitachi Ltd, Hitachi Computer Engineering Co Ltd filed Critical Hitachi Ltd
Priority to JP25401893A priority Critical patent/JPH07110833A/en
Publication of JPH07110833A publication Critical patent/JPH07110833A/en
Pending legal-status Critical Current

Links

Abstract

PURPOSE:To remove an opportunity loss to be a stockout loss and a practical loss such that a commodity left unsold should be disused or should be sharply reduced at its price next day by adjusting the proper inventory amount of each article to hold it at a fixed value. CONSTITUTION:This inventory management method includes a step S502 for predicting the sales units of each article from optional time up to closing time in every day from a sales unit constitution ratio to be the ratio of the sales units of each article from opening time up to optional time each day to the sales units of the article from the optional time up to closing time, the predicted number of sales units from the opening time up to the closing time, and the number of practically sales units of the article from the opening time up to the optional time and a step S504 for determining the number of predicted units of each article to be the number of stockout of the article from the optional time up to the closing time so as to hold the inverntories of each article at a fixed value. Consequently a practical loss to be disuse due to the generation of the remainders of each article and an opportunity loss due to the stockout of each article can be removed.

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【産業上の利用分野】本発明は、在庫管理方法に関し、
特に商品の在庫量を一定に保ち機会損失をなくす在庫管
理技術に適用して有効な技術に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an inventory management method,
In particular, the present invention relates to a technology effectively applied to inventory management technology that keeps the inventory quantity of products constant and eliminates opportunity loss.

【0002】[0002]

【従来の技術】従来の在庫管理については、たとえば
「これからの数量管理(P.87〜P.103)」(薮
下雅治・森龍雄共著、実務教育出版、昭和45年11月
10日初版発行)によると、図6に示すグラフのよう
に、ある商品の販売量を予測していても、売れ過ぎて品
切れが起きたり、売れなくて余ったりすることがある。
2. Description of the Related Art Regarding conventional inventory management, for example, "quantity management in the future (P.87-P.103)" (by Masaharu Yabushita and Tatsuo Mori, Practical Education Publishing, first edition issued November 10, 1945) According to the above, even if the sales volume of a certain product is predicted as in the graph shown in FIG. 6, the product may be over-sold and may be out of stock or may not be sold and may be left over.

【0003】そこで、商品が足りないときには、品切れ
61による損失という機会損失を生じ、この品切れを防
ぐために、安全在庫量である最低在庫量を計算式により
導き出し、図7に示すグラフのように最低在庫量71を
設定して、機会損失をなくしていると考えられる。
Therefore, when there are not enough products, an opportunity loss, which is a loss due to the out-of-stock 61, occurs, and in order to prevent this out-of-stock, the minimum stock amount, which is the safety stock amount, is derived by a calculation formula, and as shown in the graph of FIG. It is considered that the opportunity amount is eliminated by setting the inventory amount 71.

【0004】また、商品の発注量を決定する場合は、商
品の販売予測量から最低在庫量を含まない在庫量を差し
引いた値を用いる方法が考えられる。
In order to determine the order quantity of a product, it is possible to use a value obtained by subtracting the stock quantity not including the minimum stock quantity from the sales forecast quantity of the product.

【0005】[0005]

【発明が解決しようとする課題】ところが、前記のよう
な従来技術においては、各々の商品に対して最低在庫量
を設定し、品切れ損失という機会損失を防ぐということ
については考慮してあるが、余ったものについては次の
日に売ればよいという考えであったため、品切れの逆で
ある売れ残りについての考慮がなされておらず、店舗に
入荷した日に売り切ってしまわなければならない商品で
ある青果、鮮魚および精肉といった日持ちしない生鮮食
料品、牛乳および豆腐等の日配品については、売れ残っ
たとき廃棄しなければならないという実質損失を生じる
という問題がある。
However, in the prior art as described above, it is taken into consideration that the minimum inventory amount is set for each product and the opportunity loss of out-of-stock loss is prevented. Since the idea was to sell the surplus products the next day, no consideration has been given to the unsold items, which is the reverse of out-of-stock items, and the fruits and vegetables that must be sold out on the day they arrive at the store. However, fresh food products such as fresh fish and meat that do not last long, and daily products such as milk and tofu, etc., have the problem that they must be discarded when they are unsold.

【0006】また、売れ残った商品を次の日にも販売す
るときには、大幅に値下げしなければならず、利益低下
を生じるという問題がある。
[0006] Further, when the unsold product is also sold on the next day, the price must be greatly reduced, which causes a problem that the profit is reduced.

【0007】さらに、売れ残った商品を次の日にも販売
するときには、値下げしなければならないために安い価
格にする値札の貼り付け作業が発生し、普段行わなくて
よい作業をしなければならなくなり労働力の無駄にもつ
ながる。
Further, when selling the unsold goods also on the next day, it is necessary to reduce the price, so that the work of sticking the price tag for making the price low occurs, and the work which does not have to be normally done becomes necessary. It also leads to a waste of labor.

【0008】また、日持ちしない商品を次の日まで大量
に残してしまった場合は、前日の日付けの商品を消費者
に売り付けているという悪いイメージを消費者に与えて
しまい、店の信頼を損ねるという問題がある。
If a large amount of products that do not last long are left until the next day, it will give the consumer a bad image of selling the products dated on the previous day to the consumer, and the trust of the store will be increased. There is a problem of damage.

【0009】また、最低在庫量は設定したが、閉店時の
在庫量を一定に保つということに対して考慮がなされて
おらず、最低在庫量以上に売れ残った商品を次の日にも
販売すると、当日入荷した商品と同様に売場に陳列され
るわけだから、日付けの異なる同じ商品が売場に陳列さ
れる。
Although the minimum stock amount has been set, no consideration has been given to keeping the stock amount constant when the store is closed. If a product that is unsold in excess of the minimum stock amount is sold on the next day, too. Since the products that are received on the same day are displayed in the sales floor, the same products with different dates are displayed in the sales floor.

【0010】そのため、消費者は、日付けの新しい商品
を購入することとなり、古い日付けの商品は残ってしま
うことになる。従って、店舗としては、古い日付けの商
品を大幅に値下げしなければならなくなり、精度の高い
販売予測を行い、(発注量)={(販売予測量)−(最
低在庫量を含まない在庫量)}と設定しても、販売量が
変動してしまい販売予測と異なった売上結果となってし
まうという問題がある。
Therefore, the consumer purchases a new dated product, and the old dated product remains. Therefore, as a store, it is necessary to significantly reduce the prices of old dated products, make highly accurate sales forecasts, and (order quantity) = {(sales forecast quantity)-(stock quantity that does not include the minimum stock quantity) )} Is set, there is a problem that the sales volume fluctuates and the sales result is different from the sales forecast.

【0011】さらに、この1日の売上変動により後日の
在庫量の制御および販売予測が困難になるという問題が
ある。これらは、図8に示すようにある商品の2日目に
おいて、売れ残り82が発生し、在庫量が最低在庫量8
1以上になってしまうときに発生する。
Further, there is a problem that it becomes difficult to control the stock quantity and forecast sales at a later date due to the fluctuation in sales for one day. As shown in FIG. 8, the unsold portion 82 is generated on the second day of a certain product, and the inventory amount is the minimum inventory amount 8
It occurs when it becomes 1 or more.

【0012】そこで、本発明の第1の目的は、各々の商
品の在庫量を閉店時に最低在庫量に近付けかつ一定に保
つように調整することにより、品切れ損失という機会損
失および売れ残ったとき廃棄しなければならない、また
は次の日に大幅に値下げしなければならず利益低下とな
るところを改善する在庫管理方法を提供することにあ
る。
[0012] Therefore, a first object of the present invention is to adjust the inventory quantity of each product so as to be close to the minimum inventory quantity when the store is closed and to keep the inventory quantity constant. It is to provide an inventory management method that improves where profits have to be reduced or must be reduced significantly the next day.

【0013】また、本発明の第2の目的は、売れ残りを
なくし、常に店舗に入荷した日の商品が店舗内の売場に
品揃えできるようにする在庫管理方法を提供することに
ある。
A second object of the present invention is to provide an inventory management method which eliminates the unsold portion and enables merchandise on the day of arrival at the store to be lined up at the sales floor in the store.

【0014】さらに、本発明の第3の目的は、商品全体
の在庫量を最小かつ一定にして、店舗の売場後方部分の
生鮮食料品のプリパッケージや商品在庫置場であるバッ
クヤードの広さを店舗規模に対して最小に設定すること
を可能とする在庫管理方法を提供することにある。
Further, a third object of the present invention is to minimize the amount of stock of the entire product and make it constant so as to increase the size of the backyard, which is a pre-package of fresh food and a product stock room in the rear part of the store. An object of the present invention is to provide an inventory management method that can be set to the minimum for the store scale.

【0015】また、本発明の第4の目的は、店舗業務で
ある前記バックヤードから店舗内売場へ各々の商品を出
す品出し作業量が設定でき、作業の標準化を実現する在
庫管理方法を提供することにある。
A fourth object of the present invention is to provide an inventory management method capable of standardizing work by setting the quantity of work for taking out each product from the backyard, which is a store business, to the in-store sales floor. To do.

【0016】さらに、本発明の第5の目的は、売れ残っ
た商品の次の日の販売量を最小にし、当日の販売量の変
動をなくし、的確な販売予測と結び付けた適正発注を実
現する在庫管理方法を提供することにある。
Further, a fifth object of the present invention is to minimize the sales volume of unsold products on the next day, eliminate fluctuations in the sales volume on the day, and realize proper ordering linked to accurate sales forecast. To provide a management method.

【0017】本発明の前記ならびにその他の目的と新規
な特徴は、本明細書の記述および添付図面から明らかに
なるであろう。
The above and other objects and novel features of the present invention will be apparent from the description of this specification and the accompanying drawings.

【0018】[0018]

【課題を解決するための手段】本願において開示される
発明のうち、代表的なものの概要を簡単に説明すれば、
以下の通りである。
Of the inventions disclosed in the present application, a representative one will be briefly described below.
It is as follows.

【0019】すなわち、本発明の在庫管理方法は、店舗
において、各々の商品の売れ残りより廃棄する実質的な
損失、および各々の商品の品切れによる機会損失をなく
すために適正在庫を管理する在庫管理方法であって、各
々の商品の日々における開店から任意の時刻までの売上
数と各々の商品の任意の時刻から閉店までの売上数との
比率である売上数構成比と、各々の商品の開店から閉店
までの販売予測量と、各々の商品の開店から任意の時刻
までの売上実績数とにより、各々の商品の任意の時刻か
ら閉店までの販売数を予測するステップと、各々の商品
の在庫量を一定に保つように各々の商品の任意の時刻か
ら閉店までの売りつくす数量である見切り数を決定する
ステップとを有するものである。
That is, the inventory management method of the present invention is an inventory management method for managing proper inventory in a store to eliminate a substantial loss of discarding each commodity from the unsold portion and an opportunity loss due to an out-of-stock of each commodity. Therefore, the sales number composition ratio, which is the ratio of the number of sales of each product from the daily opening to any time and the number of sales of each product from any time to closing, and from the opening of each product A step of predicting the number of sales of each product from the arbitrary time to the closing of the store based on the sales forecast amount until the closing of the product and the number of actual sales from the opening of the respective product to the arbitrary time, and the stock amount of each product So as to keep the value constant, the step of determining the number of closeouts, which is the quantity of each product sold out from an arbitrary time to the closing of the store, is determined.

【0020】[0020]

【作用】すなわち、前記在庫管理方法によれば、各々の
商品の仕入数と、開店から閉店までの間の任意の時刻に
おける売上数構成比と、開店から任意の時刻の売上実績
数とから、閉店までの各々の商品の販売数を予測し、各
々の商品の在庫量を一定に保つように各々の商品を閉店
まで売りつくす数量である見切り数を決定し、各々の商
品の売れ残りより廃棄する実質的な損失および各々の商
品の品切れによる機会損失をなくすことにより売上、利
益を最大限にすることができる。
In other words, according to the above inventory management method, the number of purchases of each product, the composition ratio of the number of sales at any time between the opening of the store and the closing of the store, and the number of actual sales at the arbitrary time from the opening of the store Predict the number of sales of each product until the store is closed, and determine the number of closeouts, which is the quantity to sell each product until the store is closed, so as to keep the inventory of each product constant, and discard from the unsold portion of each product. Sales and profits can be maximized by eliminating the substantial loss caused by the loss and the opportunity loss due to the out-of-stock of each product.

【0021】また、各々の商品の最低在庫量を日々一定
に保つように調整することにより、売れ残りがなくな
り、常に店舗に入荷した日に商品が店舗内の売場に品揃
えできる。
Further, by adjusting the minimum stock quantity of each product so as to be kept constant every day, there will be no unsold stock, and the products can always be lined up in the sales floor in the store on the day when they arrive at the store.

【0022】さらに、商品全体の在庫量が最小かつ一定
であるため、店舗業務であるバックヤードから店舗内売
場へ各々の商品を出す品出し作業量が日々設定でき、作
業の標準化を実現することができ、最適な作業計画を立
てることができる。
Further, since the stock amount of the entire product is the minimum and constant, it is possible to set the day-to-day output amount of each product from the backyard, which is a store operation, to the in-store sales floor, and to realize the standardization of the work. It is possible to make an optimal work plan.

【0023】[0023]

【実施例】以下、本発明の一実施例を図面を用いて詳細
に説明する。
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS An embodiment of the present invention will be described in detail below with reference to the drawings.

【0024】図1は本発明の一実施例である在庫管理方
法を適用した在庫管理システムの構成を示すブロック
図、図2は本実施例における在庫管理システムの記憶部
の商品コード在庫制御テーブルを示す概略説明図、図3
は本実施例における在庫管理システムの記憶部の売上構
成比テーブルを示す概略説明図、図4は本実施例におけ
る商品の開店時の在庫量と商品の販売予測量と売上実績
値との関係を示す概略説明図、図5は本実施例の在庫管
理システムにおける各々の商品の閉店時在庫量の制御方
法を示すフローチャートである。
FIG. 1 is a block diagram showing the configuration of an inventory management system to which an inventory management method according to an embodiment of the present invention is applied, and FIG. 2 shows a product code inventory control table of a storage unit of the inventory management system in this embodiment. 3 is a schematic explanatory diagram showing FIG.
FIG. 4 is a schematic explanatory view showing a sales composition ratio table of the storage unit of the inventory management system in the present embodiment, and FIG. 4 shows the relationship between the inventory amount of the product at the time of opening the store, the predicted sales amount of the product, and the actual sales value in the present embodiment. FIG. 5 is a schematic explanatory diagram showing the method, and FIG. 5 is a flowchart showing a method for controlling the inventory quantity of each product at the time of closing in the inventory management system of this embodiment.

【0025】まず、本実施例の在庫管理システムの構成
を説明する。
First, the configuration of the inventory management system of this embodiment will be described.

【0026】本実施例の在庫管理システムは、店舗にお
いて、各々の商品の売れ残りより廃棄する実質的な損
失、および各々の商品の品切れによる機会損失をなくす
ために適正在庫を管理する在庫管理システムであって、
演算、通信およびデータ記憶の制御を行う制御部11
と、制御部11内の演算部12と、商品コード在庫制御
テーブルおよび売上数構成比テーブルを保持する記憶部
13と、売上データなどを送受信する通信部14とによ
って構成され、店舗売場の複数のPOS端末15との間
においてデータの送受信が行われるようになっている。
The inventory management system of this embodiment is an inventory management system for managing proper inventory in a store in order to eliminate the substantial loss of each product from the unsold portion and the loss of opportunity due to the out-of-stock of each product. There
Control unit 11 for controlling computation, communication and data storage
A storage unit 13 that holds a product code inventory control table and a sales quantity composition ratio table; and a communication unit 14 that transmits and receives sales data and the like. Data is transmitted to and received from the POS terminal 15.

【0027】在庫管理システムの記憶部13内の商品コ
ードに対する閉店時適正在庫量、閉店時実在庫量および
売上数構成比テーブル番号を示した商品コード在庫制御
テーブル20を図2に示す。
FIG. 2 shows a product code inventory control table 20 showing the proper inventory amount at the time of store closing, the actual inventory amount at the time of store closing, and the sales number composition ratio table number for the product code in the storage unit 13 of the inventory management system.

【0028】一般に、商品コード在庫制御テーブル20
上のn番目において、An は商品コード、Bn は商品コ
ード(An )の閉店時の適正在庫量(一定在庫量または
最低在庫量)、bn は商品コード(An )の閉店時の実
在庫量(つまり、前日の売れ残り)、mは商品コード
(An )のリンクする売上数構成比テーブル番号であ
る。(ただし、n=1,2,3,・・・,k,・・・と
する。m=1,2,3,・・・,k,・・・とする。) 在庫管理システムの記憶部13内の商品コードに対する
曜日別の時刻16時における売上数構成比テーブル21
を図3に示す。
Generally, the commodity code inventory control table 20
In n-th upper, A n is product code, the proper amount of stock during closing of B n is product code (A n) (constant inventory or minimum stock quantity), b n when closing the commodity code (A n) Is the actual inventory amount (that is, the unsold amount on the previous day), and m is the sales number composition ratio table number linked to the product code (A n ). (However, n = 1,2,3, ..., k, ...; m = 1,2,3, ..., k, ...) Storage unit of inventory management system Table 21 of the sales number composition ratio at 16:00 according to the day of the week for the product code in 13
Is shown in FIG.

【0029】ここでは、商品コード(An )に対するリ
ンク番号(m)の曜日別の時刻16時における売上数構
成比テーブル21を示し、E1 〜E7 であるEi [i=
1(日),2(月),3(火),4(水),5(木),
6(金),7(土)]は、i曜日の商品コード(An
の販売予測量、e1 〜e7 であるei [i=1(日),
2(月),3(火),4(水),5(木),6(金),
7(土)]は、i曜日の商品コード(An )の時刻16
時における売上数構成比である。
[0029] Here, indicates the sales number Ratio table 21 in the day of week time 16 o'clock link number (m) for the product code (A n), E i [ i is E 1 to E 7 =
1 (Sun), 2 (Mon), 3 (Tue), 4 (Wed), 5 (Thurs),
6 (Fri), 7 (Sat)] is the product code (A n ) for the day i
Forecasted sales amount of e i, which is e 1 to e 7 [i = 1 (day),
2 (Mon), 3 (Tue), 4 (Wed), 5 (Thurs), 6 (Fri),
7 (Saturday)] is the time 16 of the product code (A n ) on the day i
It is the composition ratio of the number of sales at that time.

【0030】この売上数構成比は、各々の商品の年間の
開店から閉店までの時刻単位における売上数情報と天候
と店舗内外催事情報および店舗の立地条件とをデータベ
ース化したものからの平均値をとる。また、売上数構成
比の時刻は、各々の商品の品切れが発生しない店舗への
来店客数のピーク時前を設定する。
This sales number composition ratio is an average value from a database of sales number information, weather information, event information inside and outside the store, and store location conditions for each product in units of time from the opening to closing of the year. To take. Further, the time of the sales number composition ratio is set before the peak time of the number of customers visiting the store where each item is not out of stock.

【0031】商品コード(An )のi曜日の開店時の在
庫量と時刻16時における売上構成比と開店から時刻1
6時までの売上実績値と時刻16時から閉店までの売上
予測値との関係を図4に示す。
Inventory quantity of the product code (A n ) at the time of opening of the i-th day of the week, sales composition ratio at 16:00, and time 1 from the opening of the store.
FIG. 4 shows the relationship between the actual sales value up to 6:00 and the predicted sales value from 16:00 to closing.

【0032】41は商品コード(An )の前日の売れ残
りである閉店時実在庫量(bn )、42はi曜日の商品
コード(An )の販売予測量(Ei )である。
Reference numeral 41 is the actual inventory quantity (b n ) at the time of closing, which is the unsold portion of the commodity code (A n ) on the previous day, and 42 is the predicted sales quantity (E i ) of the commodity code (A n ) on the day i .

【0033】すなわち、閉店時実在庫量(bn )41と
販売予測量(Ei )42との和「bn +Ei 」が開店時
の在庫量となる。43はi曜日の商品コード(An )の
開店から16時までの売上数構成比(ei )(ただし、
0≦ei ≦1)、44はi曜日の商品コード(An )の
16時から閉店までの売上数構成比(1−ei )であ
る。45は商品コード(An )の16時における売上実
績値、46は商品コード(An )の16時における閉店
までの売上予測値、47は商品コード(An )の16時
における見切り数、48は商品コード(An )の閉店時
の適正在庫量である。
That is, the sum “b n + E i ” of the actual inventory amount at closing (b n ) 41 and the predicted sales amount (E i ) 42 is the inventory amount at opening. 43 is the composition ratio of the number of sales (e i ) from the opening of the product code (A n ) on day i until 16:00 (however,
0 ≦ e i ≦ 1), 44 is the sales number composition ratio (1-e i ) from the product code (A n ) of the i day of the week until 16:00. 45 sales record value at 16 o'clock product code (A n), 46 sales predicted value until closing at 16 o'clock product code (A n), 47 is a parting speed of 16 o'clock product code (A n), 48 is an appropriate stock amount of the product code (A n ) when the store is closed.

【0034】次に、本実施例の作用を説明する。Next, the operation of this embodiment will be described.

【0035】本実施例の在庫管理システムが、商品コー
ド(An )のi曜日の16時における売上実績値45
と、開店から16時までの売上数構成比43とから、販
売数を予測し、商品の見切り数を決定して閉店時の適正
在庫量48を制御し、在庫を適正に管理する方法につい
て、図5のフローチャートと図4とを用いて説明する。
In the inventory management system of this embodiment, the sales record value 45 at 16:00 on the i day of the product code (A n ) is 45.
And a method of predicting the number of sales, determining the number of product closeouts, controlling the proper inventory amount 48 at the time of closing, and appropriately managing the inventory from the sales number composition ratio 43 from the opening to 16:00. This will be described with reference to the flowchart of FIG. 5 and FIG.

【0036】なお、商品コード(An )の16時におけ
る売上実績値45をU16とする。
The actual sales value 45 at 16:00 of the product code (A n ) is U 16 .

【0037】まず、在庫管理システムは、商品コード
(An )の16時における売上実績値45を、在庫管理
システムの通信部14により店舗売場に設置されている
POS端末15から受信して採取する(S501)。
First, the inventory management system receives the sales performance value 45 of the product code (A n ) at 16:00 from the POS terminal 15 installed in the store floor by the communication unit 14 of the inventory management system and collects it. (S501).

【0038】次に、在庫管理システムは、制御部11内
の演算部12において、記憶部13内の商品コード(A
n )に対する商品コード在庫制御テーブル20の売上数
構成比テーブル番号(m)よりi曜日の開店から16時
までの売上数構成比43(ei )と、ステップS501
において採取した売上実績値とにより、16時における
閉店までの売上予測値46を算出する(S502)。
Next, in the inventory management system, the calculation unit 12 in the control unit 11 causes the product code (A
From the sales number composition ratio table number (m) of the commodity code inventory control table 20 for n ), the sales number composition ratio 43 (e i ) from the opening of the i day to 16:00 and step S501
A sales forecast value 46 until the store is closed at 16:00 is calculated based on the sales actual value collected in (S502).

【0039】すなわち、商品コード(An )の (16時における売上実績値45)=(U16) (開店から16時までの売上数構成比43)=ei (16時から閉店までの売上数構成比44)=(1−e
i ) とにより、 (16時における閉店までの売上予測値46)={U16
(1−ei )/ei} となる。
That is, in the product code (A n ) (sales actual value 45 at 16:00) = (U 16 ) (sales number composition ratio 43 from opening to 16:00) = e i (sales from 16:00 to closing Number composition ratio 44) = (1-e
i ) and, (sales forecast value until closing at 16:00 46) = {U 16
(1-e i ) / e i }.

【0040】次に、在庫管理システムは、制御部11内
の演算部12において、商品コード(An )の16時に
おける売上実績値45と商品コード(An )の16時に
おける閉店までの売上予測値46との和および商品コー
ド(An )の開店時の在庫量と商品コード(An )の閉
店時の適正在庫量48との差を求め、それぞれを比較す
る(S503)。
Next, inventory management system, the computing section 12 in the control unit 11, sales of until closing at 16 o'clock product code (A n) of 16 actual sales value 45 and product code in time (A n) obtains the difference between the optimum inventory quantity 48 during closing of the sum and product code inventory during opening of (a n) and product code (a n) between the predicted value 46, comparing the respective (S503).

【0041】そして、商品コード(An )の16時にお
ける売上実績値45と商品コード(An )の16時にお
ける閉店までの売上予測値46との和が、商品コード
(An)の開店時の在庫量と商品コード(An )の閉店
時の適正在庫量48との差より小さい場合、在庫管理シ
ステムの制御部11内の演算部12は、その差を商品コ
ード(An )の16時における見切り数47として設定
する(S504)。一方、大きい場合には適切な売上が
あったものとして16時における見切り数47を決定せ
ずに処理を終了する。
[0041] Then, the sum of the sales predicted value 46 until closing at 16 o'clock in the product code (A n) of the 16 actual sales value of 45 and the product code in time (A n), opening of the product code (A n) When the difference between the current inventory quantity and the appropriate inventory quantity 48 of the product code (A n ) at the time of closing is smaller than the difference, the calculation unit 12 in the control unit 11 of the inventory management system calculates the difference as the product code (A n ). The number of closeouts at 16:00 is set as 47 (S504). On the other hand, if it is large, it is determined that the appropriate sales have been made, and the processing is terminated without determining the number of closeouts 47 at 16:00.

【0042】さらに、在庫管理システムの通信部14
は、商品コード(An )の見切り価格をPOS端末15
に対して送信する(S505)。
Further, the communication unit 14 of the inventory management system
Indicates the close-up price of the product code (A n ) to the POS terminal 15
To (S505).

【0043】すなわち、商品コード(An )の (16時における売上実績値45)+(16時における
閉店までの売上予測値46) =(U16)+{U16(1−ei )/ei } (開店時の在庫量)=(bn +Ei ) (閉店時の適正在庫量48)=(Bn ) とより、 (商品コード(An )の16時における見切り数47) ={(bn +Ei )−(Bn )}−[(U16)+{U16
(1−ei )/ei }] となる。
That is, in the product code (A n ), (sales actual value 45 at 16:00) + (sales forecast value 46 until closing at 16:00) = (U 16 ) + {U 16 (1-e i ) / e i } (inventory quantity at opening) = (b n + E i ) (appropriate inventory quantity at closing 48) = (B n ), and therefore (number of cut-offs at 16:00 of product code (A n ) 47) = {(B n + E i )-(B n )}-[(U 16 ) + {U 16
(1-e i ) / e i }].

【0044】このようにして、各々の商品の見切り時刻
を来店客ピーク時の時刻16時に設定して、各々の商品
の見切り数を決定し見切り価格を設定することによっ
て、在庫量を閉店時の適正在庫量48に近付ける制御が
可能となる。また、各々の商品の見切り時刻は同じ時刻
でなくてもよい。
In this way, the closing time of each product is set at 16:00 at the peak time of the visitor, the number of closings of each product is determined, and the closing price is set, whereby the inventory amount at the time of closing the store is set. It is possible to perform control so as to approach the appropriate inventory amount 48. Further, the closing times of the respective products may not be the same time.

【0045】さらに、各々の商品の見切り価格の設定に
ついては、各々の商品の年間の開店から閉店までの時刻
単位における売上数情報と各々の商品の定価に対する1
0円単位において値下げしたときの売上数、天候、店舗
内外催事情報および店舗の立地条件などをデータベース
化したものより設定する。
Further, regarding the setting of the close-up price of each product, the sales number information for each product in a time unit from the opening of the product to the closing of the product for a year and 1 for the list price of each product are set.
Set the number of sales when the price is reduced by 0 yen, weather, in-store / outside event information, store location conditions, etc. from a database.

【0046】従って、本実施例の在庫管理方法によれ
ば、商品の開店から任意の時刻までの売上数と任意の時
刻から閉店までの売上数との比率である売上数構成比
と、商品の開店から閉店までの販売予測量と、商品の開
店から任意の時刻の売上実績数とにより、任意の時刻か
ら閉店までの販売数を予測して、見切り数を決定し、商
品の売れ残りによる実質的な損失および品切れによる機
会損失をなくすことができる。
Therefore, according to the inventory management method of this embodiment, the sales number composition ratio, which is the ratio of the number of sales from the opening of a product to an arbitrary time and the sales from an arbitrary time to the closing of a product, By predicting the number of sales from the opening of a product to the closing of a store, the sales volume from the opening of a product to the closing of a store is predicted, and the number of closeouts is determined. Loss and opportunity loss due to out of stock can be eliminated.

【0047】以上、本発明者によってなされた発明を実
施例に基づき具体的に説明したが、本発明は前記実施例
に限定されるものではなく、その要旨を逸脱しない範囲
において種々変更可能であることは言うまでもない。
Although the invention made by the present inventor has been specifically described based on the embodiments, the present invention is not limited to the embodiments and various modifications can be made without departing from the scope of the invention. Needless to say.

【0048】たとえば、前記実施例では、各々の商品の
見切り時刻を1つ設定した場合であったが、各々の商品
の見切り時刻を複数設定して見切り数を補正することも
広く適用可能である。これは、売上数構成比テーブル2
1に見切り時刻と売上数構成比とを複数設定することに
より可能である。また、各々の商品の各々の時刻の見切
り数の設定は前記実施例と同様である。
For example, in the above embodiment, one closing time for each product was set, but it is also widely applicable to set a plurality of closing times for each product to correct the number of closings. . This is the sales ratio table 2
This can be done by setting a plurality of closing times and sales composition ratios to 1. Further, the setting of the number of closeouts of each product at each time is the same as that in the above embodiment.

【0049】また、複数店舗を管理するためにホストコ
ンピュータを置いて、そのホストコンピュータに前記実
施例の在庫管理システムを導入し、LANなどのネット
ワークによって複数の店舗を接続し、その接続されてい
る複数の店舗から商品の売上および在庫量情報が送信さ
れ、その情報によって在庫管理を行う場合についても広
く適用可能である。
Further, a host computer is placed to manage a plurality of stores, the inventory management system of the above-mentioned embodiment is introduced into the host computer, and a plurality of stores are connected by a network such as LAN, and the stores are connected. The present invention is also widely applicable to the case where the sales and inventory amount information of a product is transmitted from a plurality of stores and the inventory management is performed based on the information.

【0050】[0050]

【発明の効果】本願において開示される発明のうち、代
表的なものによって得られる効果を簡単に説明すれば、
下記の通りである。
The effects obtained by the typical ones of the inventions disclosed in the present application will be briefly described as follows.
It is as follows.

【0051】(1).小売業の店舗において、各々の商品に
ついて閉店時の在庫量を最低在庫量に近付けかつ一定に
保つように、閉店まで売りつくす数量である見切り数を
決定し、商品の売れ残りにより廃棄する実質的な損失お
よび商品の品切れによる機会損失をなくして適正在庫を
管理することができる。
(1). In a retail store, the number of closeouts, which is the quantity sold until closing, is determined so that the stock amount of each product at the time of closing closes to the minimum stock amount and keeps constant. Appropriate inventory can be managed by eliminating the substantial loss of waste due to unsold items and the opportunity loss due to product shortage.

【0052】(2).当日売れ残っている各々の商品を次の
日に大幅に値下げしなければならないという実質損失を
なくして適正在庫を管理することができる。
(2). Appropriate inventory can be managed without the substantial loss of having to significantly reduce the price of each unsold product on the same day the next day.

【0053】(3).各々の商品の売れ残りをなくし、常に
店舗に入荷した日の商品が店舗内の売場に品揃えできる
ようにして適正在庫を管理することができる。
(3) It is possible to manage the proper inventory by eliminating the unsold portion of each product and allowing the products on the day of arrival at the store to be lined up at the sales floor in the store.

【0054】(4).商品全体の在庫量が最小かつ一定であ
るため、店舗の売場後方部分の生鮮食料品のプリパッケ
ージや商品在庫置場であるバックヤードの広さを店舗規
模に対して最小に設定することができる。
(4). Since the total inventory quantity of the products is minimum and constant, the pre-package of fresh foods in the rear part of the store and the size of the backyard, which is the product storage area, are the minimum with respect to the store size. Can be set to.

【0055】(5).商品全体の在庫量が最小かつ一定であ
るため、店舗業務である前記バックヤードから店舗内売
場へ各々の商品を出す品出し作業量が、日々設定でき作
業の標準化を実現することができる。
(5). Since the stock amount of the entire product is the minimum and constant, the output amount of each product from the backyard, which is a store operation, to the in-store sales floor can be set every day, and the standardization of the work can be performed. Can be realized.

【0056】(6).売れ残った商品の次の日の販売量を最
小にし、当日の販売量の変動をなくし、的確な販売予測
と結び付けた適正発注を実現することができる。
(6) It is possible to minimize the sales amount of the unsold goods on the next day, eliminate the fluctuation of the sales amount on the day, and realize an appropriate order linked to an accurate sales forecast.

【図面の簡単な説明】[Brief description of drawings]

【図1】本発明の一実施例である在庫管理方法を適用し
た在庫管理システムの構成を示すブロック図である。
FIG. 1 is a block diagram showing a configuration of an inventory management system to which an inventory management method according to an embodiment of the present invention is applied.

【図2】本実施例における在庫管理システムの記憶部の
商品コード在庫制御テーブルを示す概略説明図である。
FIG. 2 is a schematic explanatory diagram showing a product code inventory control table of a storage unit of the inventory management system in the present embodiment.

【図3】本実施例における在庫管理システムの記憶部の
売上数構成比テーブルを示す概略説明図である。
FIG. 3 is a schematic explanatory view showing a sales number composition ratio table of a storage unit of the inventory management system in the present embodiment.

【図4】本実施例における商品の開店時の在庫量と商品
の販売予測量と売上実績値との関係を示す概略説明図で
ある。
FIG. 4 is a schematic explanatory diagram showing a relationship between a stock amount of a product at the time of opening a store, a predicted sales amount of the product, and a sales actual value in the present embodiment.

【図5】本実施例の在庫管理システムにおける各々の商
品の閉店時在庫量の制御方法を示すフローチャートであ
る。
FIG. 5 is a flowchart showing a method for controlling the inventory quantity of each product at the time of closing in the inventory management system of this embodiment.

【図6】最低在庫量を持たないために品切れが発生した
場合を示す線図である。
FIG. 6 is a diagram showing a case where a product is out of stock because it does not have a minimum stock amount.

【図7】最低在庫量を持っているために品切れが発生し
ない場合を示す線図である。
FIG. 7 is a diagram showing a case where out-of-stock does not occur due to having a minimum inventory quantity.

【図8】最低在庫量を持っているが売れ残りが発生した
場合を示す線図である。
FIG. 8 is a diagram showing a case in which there is a minimum inventory quantity but unsold stock occurs.

【符号の説明】[Explanation of symbols]

11 制御部 12 演算部 13 記憶部 14 通信部 15 POS端末 20 商品コード在庫制御テーブル 21 売上数構成比テーブル 41 閉店時実在庫量 42 販売予測量 43 開店から16時までの売上数構成比 44 16時から閉店までの売上数構成比 45 16時における売上実績値 46 16時における閉店までの売上予測値 47 16時における見切り数 48 閉店時の適正在庫量 61 品切れ 71 最低在庫量 81 最低在庫量 82 売れ残り An 商品コード Bn 商品コード(An )の閉店時の適正在庫量 bn 商品コード(An )の閉店時の実在庫量 m 商品コード(An )のリンクする売上数構成比テ
ーブル番号 Ei i曜日の商品コード(An )の販売予測量 ei i曜日の商品コード(An )の16時における売
上数構成比
11 control unit 12 arithmetic unit 13 storage unit 14 communication unit 15 POS terminal 20 product code inventory control table 21 sales number composition ratio table 41 actual inventory amount at closing 42 sales forecast amount 43 sales composition ratio from opening to 16:00 44 16 Composition ratio of sales from time to closing 45 45 Actual sales value at 16:00 46 Predicted sales until closing at 16:00 47 Number of closeouts at 16:00 48 Appropriate inventory at closing 61 61 Out of stock 71 Minimum inventory 81 Minimum inventory 82 unsold a n commodity code B n product code (a n) closing when the proper stock quantity b n product code (a n) the actual stock quantity m commodity code (a n) of the link sales number ratio table during closing of the sales number of constituent ratio of 16 o'clock number E i i day product codes (a n) sales forecast quantity e i i day product code (a n)

Claims (1)

【特許請求の範囲】[Claims] 【請求項1】 店舗において、各々の商品の売れ残りよ
り廃棄する実質的な損失、および該各々の商品の品切れ
による機会損失をなくすために適正在庫を管理する在庫
管理方法であって、前記各々の商品の日々における開店
から任意の時刻までの売上数と該各々の商品の該任意の
時刻から閉店までの売上数との比率である売上数構成比
と、該各々の商品の開店から閉店までの販売予測量と、
該各々の商品の開店から該任意の時刻までの売上実績数
とにより、該各々の商品の該任意の時刻から閉店までの
販売数を予測するステップと、該各々の商品の在庫量を
一定に保つように該各々の商品の該任意の時刻から閉店
までの売りつくす数量である見切り数を決定するステッ
プとを有することを特徴とする在庫管理方法。
1. An inventory management method for managing proper inventory in a store so as to eliminate a substantial loss of discarding each product from the unsold portion and an opportunity loss due to a stock-out of each product. The sales number composition ratio, which is the ratio of the number of sales from the opening of a product to an arbitrary time in each day of the day and the number of sales of the respective product from the arbitrary time to the closing, and the ratio of the sales of each product from the opening to the closing Forecast sales volume,
Predicting the number of sales of each of the products from the arbitrary time to the closing of the store based on the number of sales records from the opening of the respective products to the arbitrary time, and keeping the inventory quantity of each of the products constant. Determining the number of closeouts, which is the quantity of each of the products sold out from the arbitrary time to the closing of the store so as to be kept.
JP25401893A 1993-10-12 1993-10-12 Method for inventory management Pending JPH07110833A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP25401893A JPH07110833A (en) 1993-10-12 1993-10-12 Method for inventory management

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP25401893A JPH07110833A (en) 1993-10-12 1993-10-12 Method for inventory management

Publications (1)

Publication Number Publication Date
JPH07110833A true JPH07110833A (en) 1995-04-25

Family

ID=17259109

Family Applications (1)

Application Number Title Priority Date Filing Date
JP25401893A Pending JPH07110833A (en) 1993-10-12 1993-10-12 Method for inventory management

Country Status (1)

Country Link
JP (1) JPH07110833A (en)

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WO2002003272A1 (en) * 2000-07-04 2002-01-10 Harada Hyper Precision Inc. Feedback ticket selling system
WO2019159772A1 (en) * 2018-02-15 2019-08-22 パナソニックIpマネジメント株式会社 Model generation device, demand forecasting device, demand forecasting method, and program
CN115796748A (en) * 2023-02-08 2023-03-14 山东鼎信数字科技有限公司 Store checking method, system and device without locking store and storage medium

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2001054009A1 (en) * 2000-01-17 2001-07-26 Sony Computer Entertainment Inc. Selling price management system and selling price management method
WO2002003272A1 (en) * 2000-07-04 2002-01-10 Harada Hyper Precision Inc. Feedback ticket selling system
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