KR20150124015A - Apparatus for remote managing and analyzing sales information of vending machine and method of thereof - Google Patents

Apparatus for remote managing and analyzing sales information of vending machine and method of thereof Download PDF

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Publication number
KR20150124015A
KR20150124015A KR1020140049900A KR20140049900A KR20150124015A KR 20150124015 A KR20150124015 A KR 20150124015A KR 1020140049900 A KR1020140049900 A KR 1020140049900A KR 20140049900 A KR20140049900 A KR 20140049900A KR 20150124015 A KR20150124015 A KR 20150124015A
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sales
vending machine
server
machine controller
humidity
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KR1020140049900A
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Korean (ko)
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임송환
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(주)세환에프앤씨솔루션
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Priority to KR1020140049900A priority Critical patent/KR20150124015A/en
Publication of KR20150124015A publication Critical patent/KR20150124015A/en

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    • G06F17/606—
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/08—Payment architectures
    • G06Q20/18—Payment architectures involving self-service terminals [SST], vending machines, kiosks or multimedia terminals
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07F—COIN-FREED OR LIKE APPARATUS
    • G07F9/00—Details other than those peculiar to special kinds or types of apparatus
    • G07F9/02—Devices for alarm or indication, e.g. when empty; Advertising arrangements in coin-freed apparatus
    • G07F9/026—Devices for alarm or indication, e.g. when empty; Advertising arrangements in coin-freed apparatus for alarm, monitoring and auditing in vending machines or means for indication, e.g. when empty
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07F—COIN-FREED OR LIKE APPARATUS
    • G07F9/00—Details other than those peculiar to special kinds or types of apparatus
    • G07F9/10—Casings or parts thereof, e.g. with means for heating or cooling
    • G07F9/105—Heating or cooling means, for temperature and humidity control, for the conditioning of articles and their storage

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  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Control Of Vending Devices And Auxiliary Devices For Vending Devices (AREA)

Abstract

The present invention relates to an apparatus and a method for analyzing and remotely managing sales information on a vending machine, which can update a sales status and a stock status of product for sale through the vending machine in real time. According to an embodiment of the present invention, the apparatus for analyzing and remotely managing sales information on a vending machine, which discharges a selected product among multiple products via an outlet after insertion of a money is sensed, comprises: a machine controller configuring an operation mode as either a sales mode or a standby mode based on a result of money insertion received from a mainboard disposed at the vending machine and then receiving identification information on a product from the mainboard when the configured operation mode is a sales mode; and a server receiving the identification information on the product and distinct information on the vending machine from the machine controller to update a sales status and a stock status of product for sale through the vending machine.

Description

BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an apparatus and method for analyzing sales information of a vending machine,

The present invention relates to an apparatus and method for analyzing sales information of a vending machine and a method thereof. More particularly, the present invention relates to an apparatus and method for analyzing sales information of a vending machine, Analysis and remote management apparatus and method thereof.

In general, a vending machine is an unmanned sales system in which products such as coffee, tobacco, confectionery, and books are provided therein, a user inputs an amount corresponding to a product to be purchased, and then selects a desired product , And the selected product is discharged to the outlet.

In particular, vending machines store beverages, gum, and confectionery that can be purchased easily and are installed inside the building or on the road so that consumers can purchase them anywhere easily.

Such an automatic vending machine has advantages in that it enables users to conveniently purchase goods, and since they can be sold without renting the stores, it is possible to sell the goods without paying a lot of the rent of the store, which is profitable.

However, the operator who operates the vending machine could not know the status of the sales stop due to the shortage of inventory due to the inability to grasp the inventory quantity of the product before the sales product sold at the vending machine was sold out.

In addition, some of the items sold in vending machines such as coffee, prim, sugar, cocoa, and yulmu tea are hardened due to high humidity during rainy season and rainy weather, or because there are some materials such as prim and sugar, A situation in which sales are not smooth can occur frequently.

Also, there was no way for a vending machine handling cans to recognize a cooler failure unless the supplier came directly to confirm that the cooler malfunction in the vending machine failed to sell a cool cans beverage.

Korean Utility Model Publication No. 1999-0022592 (July, 1999) "Remote Management System of Vending Machine"

An object of the present invention is to provide a sales information analyzing and remote management apparatus and method of a vending machine capable of real-time updating the sales status and inventory index of sales items sold in a vending machine.

It is another object of the present invention to provide a heating device, a ventilating fan or a heating device for measuring the internal humidity and temperature of a vending machine and comparing the reference humidity and the reference temperature to maintain a proper level of the product sold in the vending machine And a sales information analysis and remote management apparatus and method of the vending machine capable of determining whether the ventilation fan is driven or not.

According to an aspect of the present invention, there is provided an apparatus for analyzing and managing sales information of an automatic vending machine for discharging a selected one of a plurality of sales items to an outlet after the input of money is detected, A machine controller for determining an operation mode as a sales mode or a standby mode on the basis of a money input result received from the main board and receiving identification information of goods to be sold from the main board when the determined operation mode is a sale mode; And a server for receiving the identification information of the goods and the unique information of the corresponding automatic vending machine from the machine controller and updating the sales status and inventory status of the goods being sold in the automatic vending machine An information analysis and remote management device is provided. In addition, when the server is operating in a standby mode of the automatic vending machine, the machine controller can update the humidity, temperature, temperature of the refrigerator, driving status of the heating device and the ventilation fan inside the automatic vending machine and update them in real time.

The current status of the inventory and the humidity, temperature, temperature of the refrigerator and the heating device inside the vending machine, and the driving status of the ventilation fan

Wherein the machine controller is provided with a humidity sensor and a temperature sensor for measuring the humidity and the temperature inside the automatic vending machine, and when the operation mode is determined as the standby mode, the humidity and the temperature measured from the humidity sensor and the temperature sensor are transmitted to the server .

The server compares the received humidity and temperature with predetermined reference humidity and reference temperature to determine whether the heating device, the ventilation fan or the heating device and the ventilation fan provided in the machine controller are driven, and based on the determination, It is preferable to provide a driving signal for driving the heating device, the ventilating fan or the heating device and the ventilating fan to the machine controller.

The machine controller may include a connector connected to a connector provided on the main board.

The machine controller transmits a sold out signal or no change signal of the sold item to the server when receiving a signal indicating that the sold item is out of stock or no change through the connection connector, It is preferable to transmit the product supplement notification signal or the no change notification signal to the mobile communication terminal of the operator who operates the automatic vending machine or the operator terminal of the operator operating the automatic vending machine.

The server may provide a sales stop signal to the machine controller if it is determined that the inventory of the sales items sold in the automatic vending machine is insufficient based on the updated inventory status.

According to another aspect of the present invention, there is provided a sales information analysis and remote management method using sales information analysis and remote management apparatus of an automatic vending machine for discharging a sales item selected from a plurality of sales articles to an outlet after the input of money is detected, Determining a mode of operation of the vending machine as a sales mode or a standby mode based on a money input result received from a main board provided in the vending machine; When the operation mode determined by the machine controller is the sales mode, receiving the identification information of the goods from the main board and transmitting the identification information of the goods and the unique information of the corresponding vending machine to the server ; And updating the sales status and the inventory status of the sales items sold on the automatic vending machine based on the identification information of the goods to be sold, by the server, to the sales information analysis and remote management method of the automatic vending machine .

Further, in the method of analyzing sales information and remote management of a vending machine according to another embodiment of the present invention, after the determining step, when the operation mode determined by the determining step of the machine controller is determined to be the standby mode, It is preferable to provide the humidity and temperature measured from the humidity sensor and the temperature sensor provided to the server.

In another aspect of the present invention, there is provided a method for analyzing sales information and remote management of a vending machine, the method comprising the steps of: after the providing step, the server compares the received humidity and temperature with a preset reference humidity and a reference temperature, Determining whether the heating device, the ventilation fan or the heating device and the ventilation fan are driven; And a drive signal for driving the heating device, the ventilating fan or the heating device, and the ventilating fan when the server is driven based on the determination of the determining step.

According to the embodiment of the present invention, there is an effect that the sales status and the inventory index of the sales items sold in the vending machine can be updated in real time. In particular, it is possible to check the temperature of the refrigerator for storing cans inside the vending machine, the temperature inside the vending machine, and the humidity inside the vending machine in real time, and can automatically drive the heater and the ventilating fan connected to the vending machine, Can be updated in real time.

Also, according to the embodiment of the present invention, the internal humidity and the temperature of the vending machine are measured and compared with the reference humidity and the reference temperature set in advance, thereby maintaining an appropriate level of the product sold in the vending machine. As a result, the products sold in vending machines can be sold smoothly, and powder can not be hardened, making it a reliable vending machine.

According to the embodiment of the present invention, the connector of the machine controller is connected to the connector provided on the main board of the conventional vending machine, thereby facilitating the collection of the identification information of the vending products sold in the vending machine.

According to the embodiment of the present invention, when an out-of-stock signal or no-change signal of a specific sale item is received, a notification message is transmitted to an operator who operates the automatic vending machine, or displayed on the manager's terminal have.

1 is a block diagram for explaining a sales information analysis and remote management apparatus of an automatic vending machine according to an embodiment of the present invention, and FIG.
BACKGROUND OF THE INVENTION 1. Field of the Invention [0001] The present invention relates to a sales information analyzing method and a remote management method for analyzing sales information of a vending machine according to an embodiment of the present invention.

Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings.

FIG. 1 is a block diagram illustrating a sales information analysis and remote management apparatus of a vending machine according to an embodiment of the present invention.

Referring to FIG. 1, the apparatus for analyzing and analyzing sales information of a vending machine according to an embodiment of the present invention may be configured to change an operation mode of a vending machine into a sales mode or a standby mode, depending on whether a currency input such as a coin or a paper money is detected on the vending machine And in the case of the sales mode, receives the identification information of the selected sales item and the unique information of the automatic vending machine, updates the sales status and inventory status of the automatic vending machine, measures the humidity and temperature inside the automatic vending machine in the standby mode, The heating device 113, the plurality of ventilation fans 115 and 117 or the heating device 113 and the plurality of ventilation fans 115 and 117 are driven so as to maintain the humidity and the reference temperature.

In particular, the apparatus for analyzing and analyzing sales information of a vending machine according to an embodiment of the present invention can recognize a money inserted through a money input port, select a sale item, discharge a selected sale item to an outlet, return change when there is change, If the sales signal of the sales item is displayed at the button position of the sales product, the operator can force the sales signal to be given when there is no material of the sales product, and if there is no change, A machine controller 100 connected to the main board 10 for receiving the identification information of the merchandise being sold by the main board 10 and transmitting the identification information to the server 200 .

The machine controller 100 includes a power supply unit 101 for supplying power and a processing unit 103 for transmitting the identification information of the goods to the server 200 and the unique information of the vending machine. The processing unit 103 can control the operation of the heating device 113 and the plurality of ventilation fans 115 and 117 provided in the machine controller 100 based on the instruction signal received from the server 200. [

The processing unit 103 of the machine controller 100 has a connection connector 105 connected to a connector (not shown) of the main board 10. The machine controller 100 receives the operation status of the main board 10 through the connection connector 105, for example, the identification information of the item to be sold, out of stock, no change or the like.

The processing unit 103 of the machine controller 100 determines the operation mode of the automatic vending machine as a sales mode when receiving a detection signal indicating that the money input is detected through the money input port provided on the main board 10, The operation mode of the vending machine is determined as the standby mode. That is, the processing unit 103 of the machine controller 100 determines whether the operation mode of the automatic vending machine is the sales mode or the standby mode, and determines whether the operation mode of the automatic vending machine is the sales mode And receives signals transmitted from the main board 10 of the vending machine, for example, sales related information, out of stock signals, and the like.

When the operation mode of the vending machine is the sales mode, the processing unit 103 of the machine controller 100 controls the operating state of the main board 10 through the connection connector 105, for example, And receives the identification information of the sales item indicating which button is selected and transmits the identification information of the received sales item and the unique information of the previously stored automatic vending machine to the server 200 together. At this time, by transmitting the unique information of the vending machine to the server 200, it is possible to recognize which position the vending machine installed at which position is the identification information of the vending product sold.

The server 200 updates the sales status and inventory status of each vending machine of each vending machine based on the identification information of the vending machine received from the processing section 103 of the machine controller 100 and the unique information of the vending machine. At this time, in the case of a vending machine that sells a combination of powder types, the server 200 subtracts a predetermined capacity from the total capacity by powder type and sells a sales stop signal to the machine controller 100 ). ≪ / RTI > For example, in the case of a coffee vending machine in which a powder type is combined and sold, even if an item of coffee, prim, sugar or paper cup is sold out, the server 200 sends a sale stop signal Can be applied. Accordingly, a user who uses a coffee machine can solve the discomfort caused by drinking no coffee, primer, sugar, paper cup, or coffee containing less than a predetermined amount.

The processing unit 103 of the machine controller 100 transmits the sold out signal and the no change signal of the specific sales item recognized or captured on the main board 10 to the server 200 through the connection connector 105. [ The server 200 transmits a message for reminding the user of a product replenishment notification to a mobile communication terminal (not shown) of the operator who operates the vending machine or displays the message on the manager's terminal (not shown). At this time, the out-of-stock signal of the specific sales item may include the identification information of the sales item. When the server 200 receives no change, the server 200 transmits a message informing that there is no change to a mobile communication terminal (not shown) of the operator who operates the vending machine or displays the message on the manager's terminal. Accordingly, it is possible to quickly take measures for selling out items or having no change.

On the other hand, when the operation mode of the vending machine is the standby mode, the processing unit 103 of the machine controller 100 receives the humidity and the temperature measured through the built-in humidity sensor 107 and the plurality of temperature sensors 109 and 111 And transmits the received humidity and temperature to the server 200. Although it is shown here that one humidity sensor 107 is provided and two temperature sensors 109 and 111 are provided, the number of sensors is not limited to the present invention and the number of humidity sensors and temperature sensors It is preferable to be determined.

The server 200 compares the humidity and the temperature received from the machine controller 100 with a preset reference humidity and a reference temperature and outputs the comparison result to the heating device 113, the plurality of ventilation fans 115 and 117 or the heating device 113, (115, 117) of the air conditioner.

That is, if the measured temperature from the temperature sensor 109 measuring the internal temperature of the vending machine is higher than the reference temperature (for example, 10 degrees), the server 200 outputs a stoppage signal to stop the sale of the product at the vending machine To the processing section (103) of the machine controller (100). The machine controller 100 transmits a stoppage signal to the main board 10 to stop sales of the sales item.

In another embodiment, the server 200 receives the measured humidity from the humidity sensor 107, which measures the internal humidity of the vending machine, and if the received humidity is above the reference humidity, the heat generator 113, the plurality of ventilation fans 115, 117 or the drive signal for driving the heat generating device 113 and the plurality of ventilation fans 115 and 117 to the processing unit 103 of the machine controller 100. [ At this time, the server 200 may control the heating device 113 or the plurality of ventilation fans 115 and 117 to drive the heating device 113 and the plurality of ventilation fans 115 and 117 , And transmits the drive signal according to the determination result to the processing unit 103 of the machine controller 100. [

The processing unit 103 of the machine controller 100 controls the heating device 113, the plurality of ventilation fans 115 and 117 or the heating device 113 and the plurality of ventilation fans (not shown) based on the driving signals received from the server 200 115, and 117 are driven. The driving signal received from the server 200 may include device identification information so as to identify the heating device 113 and the plurality of ventilation fans 115 and 117 to selectively drive the device.

The processing unit 103 of the machine controller 100 receives the sensing information, sales information of the vending machine, error, out of stock, or no change through the main board 10 and transmits the received information to the server 200, The main board 10 can be controlled and remotely managed according to the instruction of the user.

The numeric display section 119 not shown can display the humidity, temperature or humidity and temperature of the vending machine measured from the humidity sensor 107, the plurality of temperature sensors 109 and 111. Accordingly, the user can determine whether to purchase the merchandise at the automatic vending machine after recognizing the humidity and temperature displayed on the numerical display unit 119. [

The sales information analysis of a vending machine having such a configuration and the sales information analysis and remote management method using the remote management apparatus will be described with reference to FIG.

2, the machine controller 100 receives sensing information sensed by various sensors provided in an automatic vending machine through a connection connector 105 connected to the main board 10 (S11).

The machine controller 1000 determines whether the input of money is detected through the money input port provided in the vending machine based on the received sensing information (S13).

If it is determined in step S13 that the money input is detected, the machine controller 100 determines the operation mode of the automatic vending machine as a sales mode (S15).

The machine controller 100 receives the identification information of the selected sales item among the plurality of sales items provided in the vending machine through the connection connector 105 (S17).

The machine controller 100 transmits the identification information of the received sales item to the server 200 (S19). At this time, the machine controller 100 transmits the unique information of the vending machine to the server 200 together with the identification information of the goods to be sold.

The server 200 receives the identification information of the merchandise and the unique information of the vending machine, and updates the sales status and the inventory status reflecting the identification information of the merchandise received from among the merchandise sold in the unique information of the vending machine (S21).

Thereafter, the server 200 determines whether the inventory of the sales items is insufficient based on the inventory status of the sales items being sold (S23).

If it is determined in step S23 that the stock is not insufficient, the server 200 provides a notification signal indicating the normal operation to the machine controller 100 (S24).

If it is determined in step S23 that the inventory is insufficient, the server 200 provides a sales stop signal of the sales object to the machine controller 100 (S23). Here, whether or not the stock is insufficient means that a certain powder is not in stock in an automatic puncher that sells a combination product that combines powder types other than a single product such as a can type. For example, if any item of coffee, prim, sugar, and paper cup is out of stock based on the stock status of the item to be sold, the server 200 provides the stop signal of the product to the machine controller 100, 100 transmits the sales suspension signal received from the server 200 to the main board 10 so as to stop sales.

In this way, when selling a combination of powders and the like easily, it is possible to easily grasp the sales status and the inventory status of the sales items being sold in the vending machine, and when a specific item is out of stock, the sales stop signal is provided to the machine controller 100 The sales of the vending machine can be discontinued and the reliability of the vending machine sold at the vending machine can be increased from the viewpoint of the user using the vending machine.

If it is determined in step S13 that the money input is not detected, the machine controller 100 determines the operation mode of the automatic vending machine as the standby mode (S14).

The machine controller 100 receives the measured humidity and temperature from the humidity sensor 107 and the plurality of temperature sensors 109 and 111 for measuring the internal humidity and temperature of the vending machine and transmits the received humidity and temperature to the server 200. [ (S16).

The server 200 compares the humidity and the temperature received from the machine controller 100 with a preset reference humidity and a reference temperature and outputs the comparison result to the heating device 113, the plurality of ventilation fans 115 and 117, the heating device 113, It is determined whether or not the ventilation fans 115 and 117 or the cooler of the refrigerator need to be driven (S18).

The server 200 transmits the drive signal generated based on the determination of S18 described above to the machine controller 100 (S20). The machine controller 100 controls the internal humidity of the vending machine or the internal humidity of the vending machine by applying driving signals to the heating device 113, the plurality of ventilation fans 115 and 117, the heating device 113 and the plurality of ventilation fans 115 and 117, The temperature can be maintained within the reference humidity or reference temperature described above.

However, the server 200 provides a stoppage signal to the machine controller 100 when it is determined that the cooler needs to be driven. Accordingly, if the cooling degree of the canned beverage sold in the vending machine or the temperature of the can storage refrigerator inside the vending machine is not maintained within the reference temperature, the sales are stopped, so that the operator who operates the vending machine can quickly take cooling measures And a customer who uses a vending machine can receive a cool can drink, thereby doubling the customer satisfaction.

The invention being thus described, it will be obvious that the same way may be varied in many ways. Such modifications are intended to be within the spirit and scope of the invention as defined by the appended claims.

10: Vending machine main board
100: Machine controller 101: Power supply
103: processing section 105: connection connector
107: humidity sensor 109, 111: temperature sensor
113: heating device 115, 117: ventilation fan
119: Numerical value display part 200: Server

Claims (9)

A sales information analyzing and remote management apparatus of a vending machine for discharging a selected one of a plurality of sales items to an outlet after the input of money is detected,
A machine controller for determining an operation mode as a sales mode or a standby mode on the basis of the money input result received from the main board provided in the vending machine and receiving the identification information of the goods from the main board when the determined operation mode is the sales mode, ; And
And a server for receiving the identification information of the goods and the unique information of the corresponding automatic vending machine from the machine controller and updating the sales status and inventory status of the goods being sold in the automatic vending machine Analysis and remote management device. The method according to claim 1,
Wherein the machine controller is provided with a humidity sensor and a temperature sensor for measuring the humidity and the temperature inside the automatic vending machine, and when the operation mode is determined as the standby mode, the humidity and the temperature measured from the humidity sensor and the temperature sensor are transmitted to the server And the sales information analysis and remote management apparatus of the vending machine. The method of claim 2,
The server compares the received humidity and temperature with predetermined reference humidity and reference temperature to determine whether the heating device, the ventilation fan or the heating device and the ventilation fan provided in the machine controller are driven, and based on the determination, The ventilation fan, or the heating device and the ventilation fan to the machine controller, wherein the sales information is provided to the machine controller. The method according to claim 1,
Wherein the machine controller comprises a connector connected to a connector provided on the main board. The method of claim 4,
The machine controller transmits to the server an out of stock signal or a no change signal of a sale item when receiving a signal indicating that the sold item is out of stock or no change,
Wherein the server transmits a predetermined product supplement notification signal or no change notification signal to the mobile communication terminal of the operator or the operator terminal of the operator who operates the automatic vending machine according to the no-stock signal or the no change signal, Sales information analysis and remote management device. The method according to claim 1,
Wherein the server provides a sales stop signal to the machine controller when it is determined that the inventory of the sales items sold in the automatic vending machine is insufficient based on the updated inventory status, . A sales information analysis and remote management method using sales information analysis and remote management apparatus of a vending machine for discharging selected sales items out of a plurality of sales articles after an input of money is detected,
Determining a mode of operation of the vending machine as a sales mode or a standby mode based on a result of money input received from a main board provided in the vending machine;
When the operation mode determined by the machine controller is the sales mode, receiving the identification information of the goods from the main board and transmitting the identification information of the goods and the unique information of the corresponding vending machine to the server ; And
And updating the sales status and inventory status of the sales items sold on the automatic vending machine based on the identification information of the goods to be sold by the server. The method of claim 7,
After said determining step,
Wherein the machine controller provides the humidity and temperature measured from the humidity sensor and the temperature sensor provided in the machine controller to the server when the operation mode determined by the determining step is determined to be the standby mode Information analysis and remote management methods. The method of claim 8,
After the providing step,
Determining whether the heating device, the ventilation fan or the heating device, and the ventilation fan provided in the machine controller are driven by comparing the received humidity and temperature with a preset reference humidity and a reference temperature; And
Wherein the controller provides the machine controller with a drive signal for driving the heating device, the ventilating fan or the heating device, and the ventilating fan when the server is driven based on the determination of the determining step. Remote management method.
KR1020140049900A 2014-04-25 2014-04-25 Apparatus for remote managing and analyzing sales information of vending machine and method of thereof KR20150124015A (en)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101879186B1 (en) * 2017-08-14 2018-07-18 임은성 Smart vending machine which allows serving of iced beverage
WO2018190626A1 (en) * 2017-04-10 2018-10-18 임은성 Smart vending machine capable of providing iced beverages
KR102614789B1 (en) 2023-06-26 2023-12-15 신동석 Vending machine operation assistance method, device and system using vending machine sales data analysis

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018190626A1 (en) * 2017-04-10 2018-10-18 임은성 Smart vending machine capable of providing iced beverages
KR101879186B1 (en) * 2017-08-14 2018-07-18 임은성 Smart vending machine which allows serving of iced beverage
KR102614789B1 (en) 2023-06-26 2023-12-15 신동석 Vending machine operation assistance method, device and system using vending machine sales data analysis

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