JP2010128816A5 - - Google Patents
Download PDFInfo
- Publication number
- JP2010128816A5 JP2010128816A5 JP2008303129A JP2008303129A JP2010128816A5 JP 2010128816 A5 JP2010128816 A5 JP 2010128816A5 JP 2008303129 A JP2008303129 A JP 2008303129A JP 2008303129 A JP2008303129 A JP 2008303129A JP 2010128816 A5 JP2010128816 A5 JP 2010128816A5
- Authority
- JP
- Japan
- Prior art keywords
- sales
- vending machine
- storage means
- weather
- product
- 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.)
- Granted
Links
Description
本発明は、気象により商品の売上が変化する設置場所に設置された自動販売機であるかを判定し、気象により商品の売上が変化する設置場所に設置された自動販売機であると判定された自動販売機については、該自動販売機における商品の売上予測値を、過去の売上データと、予測された気象とに従って算出し、一方、気象により商品の売上が変化しない設置場所に設置された自動販売機であると判定された自動販売機については、該自動販売機における商品の売上予測値を、過去の売上データに従って算出し、算出された売上予測値と、自動販売機内の商品の在庫数と、に従って、該自動販売機に商品を補充する日程を調整することにより、ルートマンが効率的に商品を補充すべき自動販売機を見出すことを目的とする。 The present invention determines whether the vending machine is installed at an installation location where the sales of the product change due to the weather, and is determined to be an automatic vending machine installed at the installation location where the sales of the product changes due to the weather. For the vending machine, the sales forecast value of the product in the vending machine is calculated according to the past sales data and the predicted weather, while the product sales are not installed due to the weather. For the vending machine determined to be a vending machine, the sales forecast value of the product in the vending machine is calculated according to the past sales data, and the calculated sales forecast value and the inventory of the product in the vending machine are calculated. The purpose is to find a vending machine in which Routeman should efficiently replenish the goods by adjusting the schedule for replenishing the goods to the vending machine according to the number .
本発明は、自動販売機ごとに、該自動販売機の設置場所における気象により該自動販売機内の商品の売上が変化するか否かを示す区分情報を記憶する区分情報記憶手段と、前記各自動販売機内の商品の過去の売上データ、および前記各自動販売機内の商品の在庫数を記憶する売上記憶手段と、将来の気象を示す予測気象情報を記憶する気象記憶手段と、前記区分情報記憶手段に記憶された区分情報に従って、気象により商品の売上が変化する設置場所に設置された自動販売機であるか否かを判定する判定手段と、前記判定手段により、気象により商品の売上が変化する設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データと、前記気象記憶手段に記憶された予測気象情報とに従って算出し、一方、前記判定手段により、気象により商品の売上が変化しない設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データに従って算出する売上算出手段と、前記各自動販売機のそれぞれについて、前記売上算出手段により算出された売上予測値と、前記売上記憶手段に記憶された自動販売機内の商品の在庫数とに従って、該自動販売機に商品を補充する日程を調整する日程調整手段と、を備えたことを特徴とする。 The present invention, for each vending machine, and the classification information storage means for storing classification information by weather at the location of the vending machine indicating whether the sales of products in the vending machine is changed, the and each historical sales data items from the automatic in vending machines, and the sales storage means for the storing inventory of each vending machine of products, and meteorological storage means for storing the predicted weather information indicating the future weather, before Symbol According to the category information stored in the category information storage unit, a determination unit that determines whether or not the vending machine is installed at an installation location where the sales of the product changes due to weather, and the determination unit includes When it is determined that the vending machine is installed at an installation location where the sales change, the sales forecast value of the product in the vending machine, past sales data stored in the sales storage means, and the weather storage hand On the other hand, if it is determined by the determination means that the vending machine is installed at an installation location where the sales of the product do not change due to the weather, the product in the vending machine Sales calculation means for calculating the sales forecast value according to past sales data stored in the sales storage means, for each of the vending machines, the sales forecast value calculated by the sales calculation means, and the sales in the inventory of stored vending machine of products in the storage means thus comprising the, and dates adjusting means for adjusting the schedule to replenish the product in the vending machine.
また、本発明は、自動販売機ごとに、該自動販売機の設置場所における気象により該自動販売機内の商品の売上が変化するか否かを示す区分情報を記憶する区分情報記憶手段と、前記各自動販売機内の商品の過去の売上データ、および前記各自動販売機内の商品の在庫数を記憶する売上記憶手段と、将来の気象を示す予測気象情報を記憶する気象記憶手段と、を備えたコンピュータシステムにより実行される自動販売機運用支援方法であって、前記区分情報記憶手段に記憶された区分情報に従って、気象により商品の売上が変化する設置場所に設置された自動販売機であるか否かを判定する判定ステップと、前記判定ステップにより、気象により商品の売上が変化する設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データと、前記気象記憶手段に記憶された予測気象情報とに従って算出し、一方、前記判定ステップにより、気象により商品の売上が変化しない設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データに従って算出する売上算出ステップと、前記各自動販売機のそれぞれについて、前記売上算出ステップにより算出された売上予測値と、前記売上記憶手段に記憶された自動販売機内の商品の在庫数とに従って、該自動販売機に商品を補充する日程を調整する日程調整ステップと、を備えたことを特徴とする。 Further, the present invention, for each vending machine, and the classification information storage means for storing classification information by weather at the location of the vending machine indicating whether the sales of products in the vending machine is changed the each automatic historical sales data for products in a vending machine, and the sales storage means for the storing inventory of each vending machine of products, and meteorological storage means for storing the predicted weather information indicating the future weather, a vending machine operation support method executed by a computer system equipped with, before Symbol classified information in accordance with the stored classified information in the storage means, vending machine sales of the product has been installed in a location that changes by the weather A determination step for determining whether or not the vending machine is determined to be a vending machine installed at an installation location where the sales of goods change due to weather according to the determination step, the vending machine The sales forecast value of the product in the product is calculated according to the past sales data stored in the sales storage means and the predicted weather information stored in the weather storage means. Sales calculation step of calculating the sales forecast value of the product in the vending machine according to the past sales data stored in the sales storage means when it is determined that the vending machine is installed at the installation location where the When product wherein for each of the vending machines, and sales prediction value calculated by the sales calculation step, in the inventory of the vending machine of products stored in the sales storage unit Thus, in the automatic vending machine characterized in that and a schedule adjustment step of adjusting the schedule to replenish.
また、本発明は、自動販売機ごとに、該自動販売機の設置場所における気象により該自動販売機内の商品の売上が変化するか否かを示す区分情報を記憶する区分情報記憶手段と、前記各自動販売機内の商品の過去の売上データ、および前記各自動販売機内の商品の在庫数を記憶する売上記憶手段と、将来の気象を示す予測気象情報を記憶する気象記憶手段と、を備えたコンピュータシステムに自動販売機運用支援方法を実行させるプログラムであって、該方法は、前記区分情報記憶手段に記憶された区分情報に従って、気象により商品の売上が変化する設置場所に設置された自動販売機であるか否かを判定する判定ステップと、前記判定ステップにより、気象により商品の売上が変化する設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データと、前記気象記憶手段に記憶された予測気象情報とに従って算出し、一方、前記判定ステップにより、気象により商品の売上が変化しない設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データに従って算出する売上算出ステップと、前記各自動販売機のそれぞれについて、前記売上算出ステップにより算出された売上予測値と、前記売上記憶手段に記憶された自動販売機内の商品の在庫数とに従って、該自動販売機に商品を補充する日程を調整する日程調整ステップと、を備えたことを特徴とする。 Further, the present invention, for each vending machine, and the classification information storage means for storing classification information by weather at the location of the vending machine indicating whether the sales of products in the vending machine is changed the each automatic historical sales data for products in a vending machine, and the sales storage means for the storing inventory of each vending machine of products, and meteorological storage means for storing the predicted weather information indicating the future weather, a program for executing an automatic vending machine operation support method in a computer system having a method, in accordance with the stored classification information before Symbol classification information storage means, installed in a location where the sales of a product varies with meteorological The determination step for determining whether or not the vending machine has been performed and the determination step determined that the vending machine is installed at an installation location where the sales of goods change due to weather The sales forecast value of the product in the vending machine is calculated according to the past sales data stored in the sales storage means and the predicted weather information stored in the weather storage means, If it is determined that the vending machine is installed at an installation location where the sales of the product do not change due to the weather, the sales forecast value of the product in the vending machine is stored in the past sales data stored in the sales storage means Therefore, the sales calculation step of calculating, said each of the vending machines, and sales prediction value calculated by the sales calculation step, the inventory of the vending machine of products stored in the sales storage means in accordance with, characterized in that and a schedule adjustment step of adjusting the schedule to replenish the product in the vending machine.
本発明によれば、気象により商品の売上が変化する設置場所に設置された自動販売機であるかを判定し、気象により商品の売上が変化する設置場所に設置された自動販売機であると判定された自動販売機については、該自動販売機における商品の売上予測値を、過去の売上データと、予測された気象とに従って算出し、一方、気象により商品の売上が変化しない設置場所に設置された自動販売機であると判定された自動販売機については、該自動販売機における商品の売上予測値を、過去の売上データに従って算出し、算出された売上予測値と、自動販売機内の商品の在庫数と、に従って、該自動販売機に商品を補充する日程を調整することにより、ルートマンが効率的に商品を補充すべき自動販売機を見出すことができる。 According to the present invention, it is determined whether the vending machine is installed at an installation location where the sales of the product changes due to the weather, and the vending machine is installed at the installation location where the sales of the product changes due to the weather. For the determined vending machine, the sales forecast value of the product in the vending machine is calculated according to the past sales data and the predicted weather, while the sales of the product are not changed by the weather. For the vending machine determined to be a vending machine, the sales forecast value of the product in the vending machine is calculated according to the past sales data, and the calculated sales forecast value and the product in the vending machine By adjusting the schedule for replenishing products to the vending machine according to the number of stocks, it is possible for Routeman to find a vending machine that should efficiently replenish the products.
Claims (12)
前記各自動販売機内の商品の過去の売上データ、および前記各自動販売機内の商品の在庫数を記憶する売上記憶手段と、
将来の気象を示す予測気象情報を記憶する気象記憶手段と、
前記区分情報記憶手段に記憶された区分情報に従って、気象により商品の売上が変化する設置場所に設置された自動販売機であるか否かを判定する判定手段と、
前記判定手段により、気象により商品の売上が変化する設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データと、前記気象記憶手段に記憶された予測気象情報とに従って算出し、一方、前記判定手段により、気象により商品の売上が変化しない設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データに従って算出する売上算出手段と、
前記各自動販売機のそれぞれについて、前記売上算出手段により算出された売上予測値と、前記売上記憶手段に記憶された自動販売機内の商品の在庫数とに従って、該自動販売機に商品を補充する日程を調整する日程調整手段と、
を備えたことを特徴とする自動販売機運用支援装置。 Each vending machine, a classification information storage means for storing classification information by weather at the location of the vending machine indicating whether the sales of products in the vending machine is changed,
And sales memory means said storing historical sales data, and the inventory of the vending machine of products products in the vending machine,
Weather storage means for storing predicted weather information indicating future weather ;
According classification information stored before Symbol classification information storage means, judging means for judging whether a vending machine sales of goods placed on the installation location which varies with weather,
When it is determined by the determination unit that the vending machine is installed at an installation location where the sales of the product change due to weather, the sales forecast value of the product in the vending machine is stored in the sales storage unit Calculated according to past sales data and predicted weather information stored in the weather storage means, and on the other hand, determined by the determination means to be a vending machine installed at an installation location where the sales of goods do not change due to weather A sales calculation means for calculating a predicted sales value of the product in the vending machine according to past sales data stored in the sales storage means ;
Replenishing said for each of the vending machines, and sales prediction value calculated by the sales calculation means, on the stock number of the vending machine of products stored in the sales storage unit Thus, the goods to the vending machine Schedule adjustment means for adjusting the schedule to be performed ;
A vending machine operation support device characterized by comprising:
前記日程調整手段は、前記消化率算出手段により算出された在庫消化率に従って、自動販売機に商品を補充する日程を調整することを特徴とする請求項１に記載の自動販売機運用支援装置。 A digestion rate calculating means for calculating an inventory digestion rate according to the sales forecast value calculated by the sales calculation means and the number of stocks stored in the sales storage means;
2. The vending machine operation support apparatus according to claim 1 , wherein the schedule adjusting means adjusts a schedule for replenishing products to the vending machine according to the inventory digestion rate calculated by the digestion rate calculating means .
前記日程調整手段は、前記第１の閾値判定手段により、前記消化率算出手段により算出された在庫消化率が第１の閾値よりも高いと判定された自動販売機について、該自動販売機に商品を補充する日程を早めるように調整することを特徴とする請求項２に記載の自動販売機運用支援装置。 First threshold determination means for determining whether the inventory digestion rate calculated by the digestion rate calculation means is a vending machine higher than a first threshold;
The schedule adjustment unit is configured to store a product in the vending machine for which the first threshold determination unit determines that the inventory rate calculated by the digest rate calculation unit is higher than the first threshold. The vending machine operation support apparatus according to claim 2 , wherein the vending machine operation support apparatus is adjusted so as to advance a schedule for replenishing the food .
前記日程調整手段は、前記消化率算出手段により算出された在庫消化率が第２の閾値よりも低いと判定された自動販売機について、該自動販売機に商品を補充する日程を遅くするように調整することを特徴とする請求項２又は３に記載の自動販売機運用支援装置。 Second threshold determination means for determining whether the inventory digestibility calculated by the digestibility calculation means is a vending machine lower than a second threshold;
The schedule adjusting means delays the schedule for replenishing the vending machine with respect to the vending machine for which the inventory digestion rate calculated by the digestion rate calculating means is determined to be lower than the second threshold. The vending machine operation support apparatus according to claim 2 or 3 , wherein adjustment is performed .
前記日程調整手段は、前記各自動販売機のそれぞれについて、前記売上算出手段により算出された売上予測値と、前記売上記憶手段に記憶された自動販売機内の商品の在庫数とに従って、前記仮日程記憶手段に記憶されている該自動販売機への将来の補充の仮日程を調整することにより、該自動販売機に商品を補充する日程を調整することを特徴とする請求項１乃至５の何れか１項に記載の自動販売機運用支援装置。 For each of the vending machines, further comprising provisional schedule storage means for storing a provisional schedule of future replenishment to the vending machine, which is estimated from the results of replenishment of products to the vending machine,
The schedule adjustment means, for each of the vending machines, according to the sales forecast value calculated by the sales calculation means and the number of products in the vending machine stored in the sales storage means, the provisional schedule by adjusting the provisional schedule of future recruitment to the vending machine, which is stored in the storage means, any of claims 1 to 5, characterized in that adjusting the schedule to replenish the product in the vending machine or vending machine operation support apparatus as set forth in (1).
前記売上算出手段は、更に、前記売上記憶手段に記憶された過去の売上データに売切れ状態にある期間の売上データが含まれている場合は、前記推定売上記憶手段に記憶された売上データと、前記売上記憶手段に記憶された過去の売上データとに従って、自動販売機における商品の売上予測値を算出することを特徴とする請求項１乃至７の何れかに記載の自動販売機運用支援装置。 Further comprising estimated sales storage means for storing sales data estimated for each vending machine when the product in the vending machine is not sold out in a period of being sold out;
The sales calculation means further if said sales data for the sales storage means in the storage time period in a sold state on historical sales data is included, the sales data stored in the estimated sales storage means, The vending machine operation support apparatus according to any one of claims 1 to 7, wherein a predicted sales value of a product in the vending machine is calculated according to past sales data stored in the sales storage means .
前記イベント記憶手段に記憶されたイベントデータに示されるイベントがある期間について、前記売上算出手段により算出された売上予測値を補正する補正手段と、
を更に備え、
前記日程調整手段は、前記各自動販売機のそれぞれについて、前記補正手段により補正された売上予測値と、前記売上記憶手段に記憶された自動販売機内の商品の在庫数とに従って、該自動販売機に商品を補充する日程を調整することを特徴とする請求項１乃至８の何れかに記載の自動販売機運用支援装置。 And event storage means for storing the event data indicating a period in which there is an event for each of the vending machine,
Correction means for correcting the sales forecast value calculated by the sales calculation means for a period of time indicated by the event data stored in the event storage means;
Further comprising
The schedule adjusting means, for each of the vending machines, according to the sales forecast value corrected by the correcting means and the number of products in the vending machine stored in the sales storage means The vending machine operation support apparatus according to any one of claims 1 to 8, wherein a schedule for replenishing merchandise is adjusted.
前記区分情報記憶手段に記憶されている区分情報は、更に、曜日により自動販売機内の商品の売上が変化するか否かを示す情報を含み、The category information stored in the category information storage means further includes information indicating whether the sales of the product in the vending machine changes depending on the day of the week,
前記区分情報記憶手段に記憶された区分情報に従って、曜日により商品の売上が変化する設置場所に設置された自動販売機であるか否かを判定する曜日判定手段と、Day-of-week determining means for determining whether or not the vending machine is installed at an installation location where the sales of goods change according to the day of the week according to the classification information stored in the classification information storage means;
前記売上算出手段は、曜日判定手段により、曜日により商品の売上が変化する設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データと、該過去の売上データの曜日情報とに従って算出し、一方、曜日判定手段により、曜日により商品の売上が変化する設置場所に設置された自動販売機ではないと判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データに従って算出することを特徴とする請求項１乃至９の何れかに記載の自動販売機運用支援装置。The sales calculation means, when it is determined by the day-of-week determination means that the vending machine is installed at the installation location where the sales of the product changes depending on the day of the week, the sales forecast value of the product in the vending machine is Calculated according to the past sales data stored in the storage means and the day information of the past sales data. 10. The method according to claim 1, wherein, when it is determined that there is no such item, a sales forecast value of a product in the vending machine is calculated according to past sales data stored in the sales storage unit. Vending machine operation support device.
前記区分情報記憶手段に記憶された区分情報に従って、気象により商品の売上が変化する設置場所に設置された自動販売機であるか否かを判定する判定ステップと、
前記判定ステップにより、気象により商品の売上が変化する設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データと、前記気象記憶手段に記憶された予測気象情報とに従って算出し、一方、前記判定ステップにより、気象により商品の売上が変化しない設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データに従って算出する売上算出ステップと、
前記各自動販売機のそれぞれについて、前記売上算出ステップにより算出された売上予測値と、前記売上記憶手段に記憶された自動販売機内の商品の在庫数とに従って、該自動販売機に商品を補充する日程を調整する日程調整ステップと、
を備えたことを特徴とする自動販売機運用支援方法。 Each vending machine, a classification information storage means for storing classification information by weather at the location of the vending machine indicating whether the sales of products in the vending machine is changed, each vending machine historical sales data items from the inner, and the and sales storage means for storing the stock number of each vending machine of products, and meteorological storage means for storing the predicted weather information indicating the future weather, a computer system with a A vending machine operation support method to be executed,
According classification information stored before Symbol classification information storage means, a determination step of determining whether an installed vending machine installation where the sales of goods varies with weather,
When it is determined by the determination step that the vending machine is installed at an installation location where the sales of the product change due to the weather, the sales forecast value of the product in the vending machine is stored in the sales storage unit. Calculated according to past sales data and the forecasted weather information stored in the weather storage means, while the determination step determines that the vending machine is installed at an installation location where the sales of the product do not change due to the weather A sales calculation step of calculating a predicted sales value of the product in the vending machine according to past sales data stored in the sales storage means ;
Replenishing said for each of the vending machines, and sales prediction value calculated by the sales calculation step, in the inventory of the vending machine of products stored in the sales storage unit Thus, the goods to the vending machine A schedule adjustment step for adjusting the schedule to be performed ;
A vending machine operation support method characterized by comprising:
前記区分情報記憶手段に記憶された区分情報に従って、気象により商品の売上が変化する設置場所に設置された自動販売機であるか否かを判定する判定ステップと、
前記判定ステップにより、気象により商品の売上が変化する設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データと、前記気象記憶手段に記憶された予測気象情報とに従って算出し、一方、前記判定ステップにより、気象により商品の売上が変化しない設置場所に設置された自動販売機であると判定された場合、該自動販売機における商品の売上予測値を、前記売上記憶手段に記憶された過去の売上データに従って算出する売上算出ステップと、
前記各自動販売機のそれぞれについて、前記売上算出ステップにより算出された売上予測値と、前記売上記憶手段に記憶された自動販売機内の商品の在庫数とに従って、該自動販売機に商品を補充する日程を調整する日程調整ステップと、
を備えたことを特徴とするプログラム。 Each vending machine, a classification information storage means for storing classification information by weather at the location of the vending machine indicating whether the sales of products in the vending machine is changed, each vending machine historical sales data items from the inner, and a sales storage means for the storing inventory of each vending machine of products, and meteorological storage means for storing the predicted weather information indicating the future weather, the computer system having a A program for executing a vending machine operation support method, the method comprising:
According classification information stored before Symbol classification information storage means, a determination step of determining whether an installed vending machine installation where the sales of goods varies with weather,
When it is determined by the determination step that the vending machine is installed at an installation location where the sales of the product change due to the weather, the sales forecast value of the product in the vending machine is stored in the sales storage unit. Calculated according to past sales data and the forecasted weather information stored in the weather storage means, while the determination step determines that the vending machine is installed at an installation location where the sales of the product do not change due to the weather A sales calculation step of calculating a predicted sales value of the product in the vending machine according to past sales data stored in the sales storage means ;
Replenishing said for each of the vending machines, and sales prediction value calculated by the sales calculation step, in the inventory of the vending machine of products stored in the sales storage unit Thus, the goods to the vending machine A schedule adjustment step for adjusting the schedule to be performed ;
A program characterized by comprising:
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2008303129A JP5344561B2 (en) | 2008-11-27 | 2008-11-27 | Vending machine operation support apparatus, vending machine operation support method and program |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2008303129A JP5344561B2 (en) | 2008-11-27 | 2008-11-27 | Vending machine operation support apparatus, vending machine operation support method and program |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2010128816A JP2010128816A (en) | 2010-06-10 |
| JP2010128816A5 true JP2010128816A5 (en) | 2012-01-12 |
| JP5344561B2 JP5344561B2 (en) | 2013-11-20 |
Family
ID=42329159
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2008303129A Expired - Fee Related JP5344561B2 (en) | 2008-11-27 | 2008-11-27 | Vending machine operation support apparatus, vending machine operation support method and program |
Country Status (1)
| Country | Link |
|---|---|
| JP (1) | JP5344561B2 (en) |
Families Citing this family (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2014164530A (en) * | 2013-02-25 | 2014-09-08 | Tohoku Otas Kk | Management server, merchandise distribution method and automatic vending machine management system |
| JP6541595B2 (en) * | 2016-03-16 | 2019-07-10 | ソフトバンク株式会社 | Information confirmation system |
| JP6691156B2 (en) * | 2018-02-27 | 2020-04-28 | ソフトバンク株式会社 | Information processing apparatus, information processing method, program, and article providing system |
| CN110210907A (en) * | 2019-06-10 | 2019-09-06 | 文良均 | A kind of data analysis replenishment system of automatic vending |
| JP2021022312A (en) * | 2019-07-30 | 2021-02-18 | 富士電機株式会社 | Delivery route management method and delivery route management device |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP0817138A4 (en) * | 1995-12-27 | 2004-10-20 | Fuji Electric Co Ltd | Sales management method in automatic vending machine |
| JP2002042217A (en) * | 2000-07-21 | 2002-02-08 | Taro Mori | Patrol and replenishing method and system for vending machine |
| JP2003162619A (en) * | 2001-11-27 | 2003-06-06 | World:Kk | Sales prediction apparatus and method |
| JP2003323479A (en) * | 2002-05-02 | 2003-11-14 | World:Kk | System, apparatus and method for distribution process |
| JP2004070930A (en) * | 2002-06-10 | 2004-03-04 | Japan Tobacco Inc | System and method for making charging plan |
-
2008
- 2008-11-27 JP JP2008303129A patent/JP5344561B2/en not_active Expired - Fee Related
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Haijema et al. | Improved ordering of perishables: The value of stock-age information | |
| US20080215180A1 (en) | Arrangement for dynamic lean replenishment and methods therefor | |
| JP6603370B2 (en) | System and method for automatic ordering of products | |
| JP2010128816A5 (en) | ||
| Tromp et al. | Retail benefits of dynamic expiry dates—Simulating opportunity losses due to product loss, discount policy and out of stock | |
| CN111784245A (en) | Warehouse purchase list generation method, device, equipment and storage medium | |
| CN1190767A (en) | Electronic automatic-salling machine | |
| CN112561414B (en) | Inventory management method, apparatus and computer readable storage medium | |
| US20150032512A1 (en) | Method and system for optimizing product inventory cost and sales revenue through tuning of replenishment factors | |
| JPWO2018042950A1 (en) | Order quantity determination system, order quantity determination method and order quantity determination program | |
| US20150066570A1 (en) | System for self-managed inventory, supply chain dynamic sku performance and optimization | |
| JP6740860B2 (en) | Safety stock determination device, method and program | |
| KR20170066303A (en) | Order number determining method, order number determining apparatus, computer readable recording medium recording an order number determining program, and order number determining program recorded in medium | |
| JP2015108928A (en) | Information processing device, information processing system, information processing method and program | |
| CN112712222A (en) | Article scheduling method and system | |
| WO1997040476A1 (en) | Automatic vending machine | |
| JPWO2019064790A1 (en) | Recommended order quantity determination device, recommended order quantity determination method and recommended order quantity determination program | |
| Fransoo et al. | Exiting a COVID-19 lockdown: the bumpy road ahead for many supply chains | |
| CN113450047A (en) | Processing method and device for electronic replenishment equipment and electronic replenishment equipment | |
| JP2019091319A (en) | Management system | |
| US20070294146A1 (en) | Apparatus and method for optimizing inventory in a production operation | |
| KR101508111B1 (en) | Apparatus and Method for Reflecting Distribution Information in Real Time | |
| JP2005089060A (en) | Device and method for determining physical distribution base, and its program | |
| JPWO2022201946A5 (en) | Discount plan generation device, discount plan generation method, and discount plan generation program | |
| JP7314943B2 (en) | Composition ratio correction device, composition ratio correction method, and composition ratio correction program |