KR102212286B1 - Unmanned smart mart system with module unit type based on Internet of Things, and method providing method thereof - Google Patents

Abstract

The present invention relates to an IoT-based module unit unmanned smart mart system, and a providing method thereof. According to the present invention, in regard to an IoT-based module unit unmanned smart mart system including an IoT-based unmanned smart mart module group (100g) comprising a plurality of unmanned smart mart modules (100), a network (200), and a manager smart terminal (400), the unmanned smart mart modules (100) includes an entry security module (110), an active web control (AWC)-based vending machine (120), a sensor and solar power generation module (130), a controller (140), and a display device (150), which are formed in a customizable container module building (100a) to deliver event information generated from the container module building (100a) in the container module building (100a) to the manager smart terminal (400) through the network (200) and wireless communication, thereby enabling a manager operating the manager smart terminal (400) to confirm and control the system.

Description

Unmanned smart mart system with module unit type based on Internet of Things, and method providing method thereof}

The present invention relates to an IoT-based module-based unmanned smart mart system, and a method of providing the same, and more specifically, in the method of hiring, managing and operating employees, it is composed of a temporary building in a container-shaped module unit to be restricted to a place. It provides ease of installation because it is not received, and also relates to an IoT-based module-based unmanned smart mart system, and a method of providing the same, to enable the establishment of a reasonable store that allows operators to select module units as well as internal facilities.

Currently, the labor cost burden is increasing in the domestic industry due to the increase in the minimum wage and the application of the 52-hour working system. For this reason, the process of unmanned service industry is naturally commercialized along with the 4th Industrial Revolution, and partial unmannedization, which is the stage before complete unmannedization, is taking place in Korea, starting with fast food franchise stores, convenience stores, and parking lots.

Accordingly, the IoT-based module unit unmanned smart mart system provides all data (DI/DO, AI/AO, counter, etc.) that operate vending machines, electricity, fire fighting, sensors, and security, as a wireless communication controller (Active Web Control, hereinafter referred to as AWC). ) Can minimize the use of manpower if it collects and processes and provides various information to operators such as crime prevention, fire prevention, inventory, sales, revenue, and equipment failure.

In other words, in the conventional way of hiring, managing and operating employees, it is composed of a temporary building in a container-shaped module unit to provide ease of installation regardless of location.In the same way, the internal facilities have specifications that can be selected by the operator in module units. If provided, because it is a temporary building in the shape of a container, it is possible to obtain a marketing effect by having a differentiated design through customization, and it is operated in a low-power mode when there are no users, and a low-power mode by generating and supplying eco-friendly electric energy through the solar system. In this case, it is possible to operate an unmanned smart mart even in remote and mountainous areas as it can develop itself.

Korean Patent Application Application No. 10-2018-0010685 "Customer Attraction System of Unmanned Store"

The present invention is to solve the above problems, and in the method of hiring, managing, and operating employees in the past, it is composed of a temporary building in a container-shaped module unit to provide ease of installation regardless of location, and internal facilities are also It is to provide an IoT-based module-based unmanned smart mart system and a method of providing the same to enable operators to select module-by-module units.

In addition, the present invention not only saves energy by differently controlling power consumption when there are no users and when there are no users, but also provides event information including purchases and risk situations occurring in the store by the operator or manager. It is to provide an IoT-based module-based unmanned smart mart system, and a method of providing the same, so that one operator or manager can easily operate a plurality of unmanned stores.

In addition, the present invention provides an IoT-based module-based unmanned smart mart system and a method for providing the same for promoting active sales of inventory products and popular products through linkage with on/offline stores for inventory products and popular products. It is to do.

However, the objects of the present invention are not limited to the above-mentioned objects, and other objects that are not mentioned will be clearly understood by those skilled in the art from the following description.

Because it is a temporary building in the shape of a container, it is possible to obtain marketing effects by having a differentiated design through customization. When there are no users, it operates in a low-power mode (light brightness 30-50%, minimum heating and cooling facilities), and it generates and supplies eco-friendly electric energy through the solar system, so it can self-generate in the low-power mode.

Access is possible through an automatic door interlocked with a fingerprint, ID card authentication method, or credit card authentication method module, and the low power mode is terminated when entry is detected with a counter sensor installed in the middle.

Surveillance cameras are installed at each corner of the interior, providing a service that transmits real-time conditions to operators.

And it automatically controls the heating and cooling facilities and air conditioning equipment through the data obtained through the environmental sensor. The installed vending machine is interfaced with AWC to collect data on material details and sales volume, and wireless Internet (3G, LTE, 5G, etc.) is available using the SIM card slot in the AWC, allowing the administrator to access real-time data online (smartphone). Provide a service that can be checked. Furthermore, it operates an integrated control center to continuously monitor smart marts installed nationwide and respond immediately to problems.

In order to achieve the above object, the IoT-based module unit unmanned smart mart system according to an embodiment of the present invention includes an IoT-based unmanned smart mart module group (100g) consisting of a plurality of IoT-based unmanned smart mart modules 100, and a network ( 200), In the IoT-based module unit unmanned smart mart system including the manager smart terminal 400, the IoT-based unmanned smart mart module 100 includes an access security module 110, a wireless communication controller (Active Web Control, AWC). ) A base vending machine 120, a sensor and a solar power generation module 130, a controller 140, and a display device 150 are formed in a customizable container module building 100a, and the container inside the container module building 100a By transmitting event information occurring in the module building 100a to the manager smart terminal 400 through wireless communication through the network 200, it is characterized in that it is checked and controlled by the manager who operates the manager smart terminal 400 To do.

At this time, the manager smart terminal 400 accesses the controller 140 of each IoT-based unmanned smart mart module 100 through the network 200 and accesses the number of people entering each IoT-based unmanned smart mart module 100 It is characterized by performing confirmation, checking vending machine inventory and sales, checking the amount of power remaining in the ESS 133 charged by the solar panel 132 of the IoT-based unmanned smart mart module 100, and checking anomalies (alarms). .

In addition, each container module building 100a is characterized in that the positive protrusion and the negative protrusion of the block are formed in a symmetrical shape with each other, so that they can be mutually combined like a block.

The IoT-based module-based unmanned smart mart system according to an embodiment of the present invention, and its provision method, consists of a temporary building in a container-shaped module unit in the way of hiring and managing and operating employees, and is installed regardless of location. It provides ease of use, and provides the effect of building a reasonable store that allows operators to select modules in the same way as internal facilities.

In addition, the IoT-based module unit unmanned smart mart system according to another embodiment of the present invention, and the method of providing the same, not only save energy by controlling power consumption differently when there are no users and when there is no user for dimming lights. Rather, it is an IoT-based module unit unmanned smart mart system that enables one operator or manager to easily operate multiple unmanned stores by providing event information including purchases and risk situations occurring in the store to the operator or manager. , And to provide a method of providing it.

In addition, the IoT-based module unit unmanned smart mart system according to another embodiment of the present invention, and a method for providing the same, provides active information on inventory products and popular products through linkage with on/offline stores for inventory products and popular products. It provides an effect that can promote sales.

1 is a diagram illustrating an IoT-based module unit unmanned smart mart system 1 according to an embodiment of the present invention.
FIG. 2 is a block diagram showing components of an IoT-based unmanned smart mart module 100 in one of the IoT-based module-based unmanned smart mart systems 1 according to an embodiment of the present invention.
FIG. 3 is a diagram showing that one of the IoT-based unmanned smart mart systems 1 in module units according to an embodiment of the present invention is actually installed in a customizable container module building 100a .
4 is a diagram illustrating an IoT-based module-based unmanned smart mart system 1a according to another embodiment of the present invention.

Hereinafter, a detailed description of a preferred embodiment of the present invention will be described with reference to the accompanying drawings. In the following description of the present invention, if it is determined that a detailed description of a related known function or configuration may unnecessarily obscure the subject matter of the present invention, a detailed description thereof will be omitted.

In the present specification, when one component'transmits' data or a signal to another component, the component can directly transmit the data or signal to another component, and through at least one other component It means that data or signals can be transmitted to other components.

1 is a diagram illustrating an IoT-based module unit unmanned smart mart system 1 according to an embodiment of the present invention. FIG. 2 is a block diagram showing components of an IoT-based unmanned smart mart module 100 in one of the IoT-based module-based unmanned smart mart systems 1 according to an embodiment of the present invention. FIG. 3 is a diagram showing that one of the IoT-based unmanned smart mart systems 1 in module units according to an embodiment of the present invention is actually installed in a customizable container module building 100a .

First, referring to FIG. 1, the IoT-based module unit unmanned smart mart system 1 is an IoT-based unmanned smart mart module group (100g), a network 200, and a central unit consisting of a plurality of IoT-based unmanned smart mart modules 100. It may include a control server 300 and a manager smart terminal 400.

Here, the network 200 is a communication network, which is a high-speed backbone network of a large communication network capable of large-capacity, long-distance voice and data services, and may be a next-generation wired or wireless network for providing Internet or high-speed multimedia services. When the network 200 is a mobile communication network, it may be a synchronous mobile communication network or an asynchronous mobile communication network. As an embodiment of the asynchronous mobile communication network, there may be a communication network of a wideband code division multiple access (WCDMA) type. In this case, although not shown in the drawing, the network 200 may include a Radio Network Controller (RNC). On the other hand, although the WCDMA network was taken as an example, it may be a 3G LTE network, a 4G network, a next-generation communication network such as 5G, and other IP-based IP networks. The network 200 serves to mutually transmit signals and data between the controller 140, the central control server 300, the manager smart terminal 400, and other systems of each IoT-based unmanned smart mart module 100. .

The manager smart terminal 400 accesses the controller 140 of each IoT-based unmanned smart mart module 100 through the network 200 to check the number of people in and out of each IoT-based unmanned smart mart module 100, a vending machine. You can check inventory and sales, check the amount of power remaining in the ESS 133, and check abnormal phenomena (theft, fire, and customer safety accidents).

2, the IoT-based unmanned smart mart module 100 includes an access security module 110, a wireless communication controller (Active Web Control, AWC)-based vending machine 120, a sensor and a photovoltaic module 130, and a controller. Since the 140 and the display device 150 are formed in the customizable container module building 100a, all event information occurring in the container module building 100a inside the container module building 100a is transmitted through the network 200. By transmitting to the manager smart terminal 400 through wireless communication, it is possible to provide a function that enables confirmation and control by an administrator who operates the manager smart terminal 400.

Here, the container module building 100a can be selected for various shapes such as 3m×3m, 3m×6m, 3m×9m, which are the actual container sizes, and each container module building 100a is By forming the appearance of the protrusions in a symmetrical shape with each other, it provides expandability that can be combined like a block, thereby expressing the individuality of the container module building 100a with a desired design that deviates from the existing standard design, as well as the surrounding It can be moved and installed later by minimizing environmental damage, and cost can be reduced by minimizing the loss rate of building materials.

On the other hand, in the present invention, the container module building 100a provides a structure in which the front and left and right sides are made of glass, so that the vending machine inside can be seen well, and although not shown in Figs. 2 and 3, the ventilation fan , Multiple outlets, fire detection devices, etc. may be additionally provided.

The access security module 110 performs identity authentication for the automatic opening door 111, ID card, credit card, iris recognition, fingerprint recognition, QR code, etc. that are automatically opened according to the identity authentication on the identity authentication device 112 The identity authentication device 112 may include a surveillance camera 113 installed at an indoor corner to monitor theft, fire, and safety of customers.

The automatic opening door 111 automatically presets the door according to the identity authentication result according to the identification card, credit card, iris recognition, fingerprint recognition, QR code, etc. to enter the container module building 100a by the identity authentication device 112 It can provide a function to open and close again for a period of time.

The surveillance camera 113 performs a pan/tilt/yaw function toward the automatic swing door 111 according to the opening of the automatic swing door 111 to obtain image information on the incoming users and access the internal data line (Ethernet). It can be transmitted to the controller 140 through.

That is, the access security module 110 provides access security through a simple authentication method, and allows access only to authorized users, thereby preventing the loss of private property such as goods and information in the container module building 100a. In addition, by installing the automatic opening door 111 and the identity authentication device 112 in the counter area formed on the entrance side, it is possible to collect user status data and provide statistics.

In addition, the access security module 110 is notified of the occurrence of a dangerous event in the container module building 100a by the controller 140, regardless of the user authentication by the identity authentication device 112, the automatic opening door 111 In addition to being able to control the opening of the door, the number of people entering and exiting and real-time video information recognized by the surveillance camera 113 installed in the counter area formed on the entrance side or the indoor corner are provided to the controller 140, and the surveillance camera ( When the image information recognized by 113) is analyzed by the controller 140 as a failure for the automatic opening door 111 and the identity authentication device 112, the manager's smart terminal ( 400) can be analyzed so that a failure event is transmitted.

More specifically, when the controller 140 analyzes as a failure for the automatic opening door 111 and the identity authentication device 112 according to the image information, when the identity authentication completion signal by the identity authentication device 112 is received, If the automatic opening door 111 is not open in the real-time image information photographed by the surveillance camera 113, it can be recognized as a failure for the automatic opening door 111, and the user authentication device 112 Real-time photographing by the surveillance camera 113 that the automatic opening door 111 does not open even after an attempt to ID card and credit card IC card information, iris recognition information, fingerprint recognition information, etc., which are information for identity authentication more than a preset number of times When analyzed by image information, it may be recognized as an occurrence of a failure in the identity authentication device 112.

The wireless communication controller (AWC)-based vending machine 120 includes a vending machine terminal 121 and a wireless communication controller (AWC) 122, so that purchase requests, purchase cancellations, goods discharge, change discharge generated from the vending machine terminal 121 , By collecting vending machine event information such as the number of purchased items and the quantity of inventory for each item, the AWC 122 collects the event information, unlike the function of the vending machine terminal 121 in charge of storing, selling, and storing items. A function of preventing loss of event information processed by the vending machine terminal 121 in which a failure occurs frequently through the processing by the AWC 122 can be provided.

That is, the AWC 122 may acquire information such as purchase items, inventory details, sales amount, anomaly (alarm) from the vending machine terminal 121 and transmit the information to the controller 140 through an internal data line (Ethernet).

The AWC 122 is concluded through an interface such as a vending machine terminal 121 and a USB terminal, a PS terminal, etc., and in addition to communication through an internal data line, real-time sales volume of the vending machine terminal 121, inventory, transaction details, device status, etc. Data is collected, and wireless communication (5G, LTE, 3G, etc.) is possible directly through the network 200 using the SIM card installed in the internal SIM card slot, so the vending machine management app or the web of the manager smart terminal 400 Data collected in the AWC 122 may be provided to the manager smart terminal 400 in real time according to the access to the AWC 122 through the network 200 by the browser.

Accordingly, the manager smart terminal 400 not only analyzes a pre-set period of sales, sales volume for each product, sales amount, and preferred products according to the location of each vending machine, but also according to the location of the IoT-based unmanned smart mart module 100 It is possible to analyze the sales amount, sales amount by product, sales amount, and preferred products for a predetermined period of time, thereby increasing the efficiency of analysis and management of sales amount and preferred products by vending machine or IoT-based unmanned smart mart module 100.

In addition, the AWC 122 not only provides real-time status transmission to the manager's smart terminal 400 through the network 200 in the event of an abnormal situation including a product out of stock, but also the current inventory amount is insufficient than the preset inventory amount for each vending machine. In this case, insufficient inventory information may be provided to the manager smart terminal 400 through the network 200.

The sensor and photovoltaic module 130 includes an environmental sensor 131, a solar panel 132, an ESS 133, an air conditioner 134 having a cooling/heating function and an air cleaning function, and a dimming type lighting device 135. By including, power consumption is less dimming type lighting equipment 135, automatic door 111, self-authentication device 112, surveillance camera 113, AWC (122) for the solar panel 132, etc. It is operated by electricity stored in the ESS (Energy Storage System) 133, and the environmental sensor 131 detects brightness, temperature, humidity, fine dust, etc. in the container module building 100a to illuminate the dimming type lighting equipment 135 The brightness may be adjusted, the air conditioner 134 may be controlled to control temperature and humidity, or the air conditioner 134 may be controlled to perform an air cleaning function.

The environmental sensor 131 is an illuminance sensor that measures the brightness of the container module building 100a, a temperature sensor that measures the temperature of the container module building 100a, a humidity sensor that measures the humidity of the container module building 100a, and a container module It may include not only a fine dust sensor that measures fine dust of the building 100a, but also a fire detection sensor that detects a fire, a gas detection sensor that detects various gases including CO ₂ , and the like.

In addition, the controller 140 receiving the emergency alarm signal by detecting fire detection information or harmful gas from the environmental sensor 131 above a preset concentration is a wireless communication controller (AWC)-based vending machine 120 in the ESS 133, By cutting off the power supply supplied to the surveillance camera 114, the air conditioner 134, the dimming type lighting equipment 135, the controller 140, the display device 150, etc., secondary damage is prevented within the container module building 100a. Can be prevented.

Dimming type lighting equipment 135 is analyzed by the controller 140 that the user exits the container module building 100a through the automatic opening door 111 and the surveillance camera 113, the internal lighting brightness is reduced from 100%. In the case of the constant mode, the brightness is controlled by the controller 140 to maintain 30 to 50%, and when there are no users, the brightness through the exchange of feedback information by the illuminance sensor constituting the environmental sensor 131 and the controller 140 Can be operated to a minimum.

The controller 140 not only outputs the sensing information collected from the environmental sensor 131 through the display device 150, but also transmits it to the central control server 300 and the manager smart terminal 400 through the network 200. , By transmitting the vending machine event information collected by the AWC 122 to the central control server 300 and the manager smart terminal 400 through the network 200, the central control server 300 and the manager smart terminal 400 Through continuous monitoring and analysis of statistical data, the manager seeks improvement directions and provides better services, and a nationwide distribution network is also formed to supply materials with relatively good prices to operators, thereby allowing users to purchase products at low prices. You can do it.

4 is a diagram illustrating an IoT-based module-based unmanned smart mart system 1a according to another embodiment of the present invention. Referring to FIG. 4, the IoT-based module unit unmanned smart mart system 1a may additionally include a plurality of on/offline market terminals 500 and AI servers 600 in the components of FIG. 1.

Through this configuration, the central control server 300 grants access through the network 200 by the wireless communication controller (AWC)-based vending machine 120 of each IoT-based unmanned smart mart module 100 to provide a communication channel. In addition to setting, a communication channel with the wireless communication controller (AWC)-based vending machine 120 may be set through the network 200.

Thereafter, the central control server 300 checks the ID of the wireless communication controller (AWC)-based vending machine 120 through the network 200, and then, in the vending machine event information provided by the current AWC 122, the purchase amount for each product and each product Product information for each vending machine corresponding to the inventory amount can be created.

The central control server 300 calculates the total amount of purchases for each product and the total amount of inventory for each product of all the wireless communication controller (AWC)-based vending machines 120 managed by itself, and then calculates the total amount of inventory for each product. Above, and when the total purchase amount for each product is less than a preset threshold purchase amount, by transmitting a product purchase request to at least one or more on/offline market terminals 500 that handle products through the network 200, all wireless devices managed by themselves The communication controller (AWC)-based vending machine 120 may automatically extract the occurrence of inventory due to insufficient sales and provide a sales function to an open market that handles the same product in the database in advance.

Accordingly, the central control server 300 is the position of the wireless communication controller (AWC)-based vending machine 120 with the product purchase request, the remaining inventory subtracted from the total inventory amount, and the inventory amount. By providing information and information on the remaining inventory of each vending machine 120 to the on/offline market terminal 500 through the network 200, the operator operating the on/offline market terminal 500 provides location information and wireless communication controller (AWC). ) It is possible to check the information on the remaining inventory amount of the based vending machine 120, visit the IoT-based unmanned smart mart module 100, which is closest to the inventory product, and collect it.

Here, the central control server 300 provides the on/offline market terminal 500 with a QR code that allows the identity authentication device 122 to authenticate the purchaser of the stock product, thereby allowing the open market manager terminal 500 to stock When arriving at the IoT-based unmanned smart mart module 100 for collection of products, the self-authentication can be performed through an NFC communication method with the self-authentication device 122 adjacent to the automatic opening door 111.

Accordingly, the controller 140 of the IoT-based unmanned smart mart module 100 opens the automatic opening door 111 when the stock product purchaser authentication by the identity authentication device 122 is completed, and the surveillance camera 113 When reaching the wireless communication controller (AWC)-based vending machine 120 with stock items by video tracking of the object entering the automatic opening door 111 through the door lock of the wireless communication controller (AWC)-based vending machine 120 Control to open, and control to focus the camera in the direction of the wireless communication controller (AWC)-based vending machine 120 in which the door lock is opened through pan/tilt/ yawing control by the surveillance camera 113 to withdraw inventory products. After acquiring an image of an operator operating the on/offline market terminal 500, it is provided to the central control server 300 through the network 200, and the central control server 300 by the manager smart terminal 400 It is possible to control to access the database to view the image or to provide the image information acquired to the manager smart terminal 400 directly through the network 200 in real time.

In addition, the central control server 300 generates inventory by using machine learning and deep learning by the AI server 600 through a request to the AI server 600 to generate down-adjusted selling price information for unpopular sales products. After receiving the adjusted sales price information according to, it may be provided to the manager smart terminal 400 and the on/offline market terminal 500 through the network 200.

In addition, through a request to the AI server 600, the AI server 600 receives the adjusted selling price information according to the creation of the upward-adjusted selling price information for popular sales products using machine learning and deep learning. , It may be provided to the manager smart terminal 400 and the on/offline market terminal 500 through the network 200.

To this end, the AI server 600 provides the same sales products as the popular sales products (non-approved sales products) other than the on/offline market terminal 500 providing popular sales products (non-popular sales products). A machine learning algorithm may be used to analyze the selling price information adjusted by the provided other on/offline market terminal 500. More specifically, the machine learning algorithm used in the AI server 600 may be one of a decision tree (DT) classification algorithm, a random forest classification algorithm, and a support vector machine (SVM) classification algorithm. The AI server 600 collects initial sales price information for the same sales product distributed and stored by integrated ID in the big data DB, and adjusted sales price information as big data, and analyzes the collected data, and a plurality of feature information as a result of the analysis. The result of learning by learning the average value of the initial selling price corresponding to, the average value of the adjusted selling price, the degree of variance of each average value, and learning the average value and degree of variance corresponding to the extracted feature information using at least one of a plurality of machine learning algorithms. A value exceeding a preset error range or more may be analyzed as an abnormal state, and a final average value for average values less than a preset error range may be derived.

The central control server 300 can apply an ensemble structure composed of a number of complementary machine learning algorithms to prevent excessive or excessive upward adjustment of the sales price adjusted through a request for the AI server 600. have.

The decision tree classification algorithm is a method of learning in a tree structure to derive results, so that result interpretation and understanding are easy, data processing speed is fast, and rules can be derived based on a search tree. RF can be applied as a way to improve the low classification accuracy of DT. The random forest classification algorithm is a method of slaughtering the result of learning a plurality of DTs in an ensemble. It is difficult to understand the result than DT, but the result accuracy may be higher than that of DT. SVM can be applied as a way to improve overfitting that can occur through DT or RF learning. The SVM classification algorithm classifies data belonging to different classifications on a plane basis, and generally has high accuracy and may structurally have low sensitivity to overfitting.

The present invention can also be implemented as a computer-readable code on a computer-readable recording medium. The computer-readable recording medium includes all types of recording devices that store data that can be read by a computer system.

Examples of computer-readable recording media include ROM, RAM, CD-ROM, magnetic tape, floppy disk, and optical data storage devices, and are implemented in the form of carrier waves (for example, transmission through the Internet). Also includes.

In addition, the computer-readable recording medium is distributed over a computer system connected through a network, so that computer-readable codes can be stored and executed in a distributed manner. In addition, functional programs, codes, and code segments for implementing the present invention can be easily inferred by programmers in the technical field to which the present invention belongs.

As described above, in the present specification and drawings, a preferred embodiment of the present invention has been disclosed, and although specific terms are used, this is only used in a general meaning to easily explain the technical content of the present invention and to aid understanding of the invention. , It is not intended to limit the scope of the present invention. In addition to the embodiments disclosed herein, it is apparent to those of ordinary skill in the art that other modified examples based on the technical idea of the present invention may be implemented.

1: IoT-based module unit unmanned smart mart system
100: IoT-based unmanned smart mart module
100g: IoT-based unmanned smart mart module group
110: access security module
111: automatic opening door
112: identity authentication device
113: surveillance camera
120: wireless communication controller (AWC)-based vending machine
121: vending machine terminal
122: wireless communication controller (AWC)
130: sensor and solar power module
131: environmental sensor
132: solar panel
133: ESS
134: air conditioner
135: dimming type lighting fixture
140: controller
150: display device
200: network
300: Central control server
400: Manager smart terminal
500: On/offline market terminal
600: AI server

Claims (3)

Unmanned IoT-based module units including an IoT-based unmanned smart mart module group (100g) consisting of a plurality of IoT-based unmanned smart mart modules 100, a network 200, a central control server 300, and a manager smart terminal 400 In the smart mart system 1, the IoT-based unmanned smart mart module 100,
Access security module 110, wireless communication controller (Active Web Control, AWC)-based vending machine 120, sensor and photovoltaic module 130, controller 140 and display device 150 can be customized container module building By being formed in (100a), all event information occurring in the container module building (100a) inside the container module building (100a) is transmitted to the manager smart terminal 400 through the network 200 through wireless communication, Provides a function to enable confirmation and control by the administrator who operates the terminal 400,
The container module building 100a forms the exterior of the positive protrusions and the negative protrusions of the blocks in a mutually symmetrical form, thereby providing expandability that can be combined with each other like a block to provide a desired design that deviates from the standardized design. It expresses the personality of 100a), and the front and left and right sides are made of glass, providing a structure in which the vending machine inside can be seen well, and additionally equipped with a ventilator, a plurality of outlets, and a fire detection device.
Access security module 110,
An identity authentication device that performs identity authentication for at least one of an automatic opening door 111, ID card, credit card, iris recognition, fingerprint recognition, and QR code that is automatically opened according to the identity authentication on the identity authentication device 112 (112), it is installed in the corner of the room and includes a surveillance camera 113 for monitoring theft, fire and safety of customers,
Automatic swing door 111,
At least one of ID card, credit card, iris recognition, fingerprint recognition, and QR code to enter the container module building 100a by the identity authentication device 112 automatically opens the door for a preset time according to the identity authentication result Provides the function to (Open) and close again,
The surveillance camera 113,
According to the opening of the automatic sliding door 111, it performs a pan/tilt/yaw function toward the automatic sliding door 111 to obtain image information on the incoming user and to the controller 140 through the internal data line (Ethernet). By sending,
The access security module 110 provides access security through a simple authentication method and prevents the loss of private property including goods and information in the container module building 100a by allowing access only to authorized users. And, the automatic opening door 111 and the identity authentication device 112 are installed in the counter area formed at the entrance, so that the user status data collection and statistics are provided,
Access security module 110,
When the occurrence of a dangerous situation event in the container module building 100a by the controller 140 is notified, the opening of the automatic opening door 111 can be controlled regardless of the user authentication by the user authentication device 112 In addition, the number of people entering and exiting and real-time video information recognized by the surveillance camera 113 installed in the counter area formed at the entrance or at the corner of the room is provided to the controller 140, and the video information recognized by the surveillance camera 113 is When the automatic opening door 111 and the self-authentication device 112 are analyzed by the controller 140 as a failure, the event of a failure is analyzed by the manager smart terminal 400 through the network 200 connected to the controller 140. To be transmitted,
The controller 140,
When analyzing as a failure for the automatic opening door 111 and the identity authentication device 112 according to the image information, when the identity authentication completion signal by the identity authentication device 112 is received, the photographing is taken by the surveillance camera 113 If the automatic sliding door 111 is not open in the real-time video information, it can be recognized as an occurrence of a failure for the automatic sliding door 111, and information for user authentication more than a preset number of times with the identification device 112 Analysis by real-time video information captured by the surveillance camera 113 that the automatic opening door 111 does not open even after attempts to information including personal identification card and credit card IC card information, iris recognition information, and fingerprint recognition information If it is, it is recognized as a failure to the identity authentication device 112,
The wireless communication controller (AWC)-based vending machine 120,
By including the vending machine terminal 121 and the wireless communication controller (AWC) 122, the purchase request, purchase cancellation, item discharge, change discharge, number of items purchased, quantity of stock for each item generated from the vending machine terminal 121 By collecting the vending machine event information including the AWC 122, unlike the function of the vending machine terminal 121 in charge of storing, selling, and storing goods, the AWC 122 handles the processing of event information through the dualization operation Provides a function to prevent loss of event information processed by the vending machine terminal 121 that occurs frequently,
AWC(122),
Purchased items, inventory details, sales, and abnormal phenomenon (alarm) information is acquired from the vending machine terminal 121 and transmitted to the controller 140 through an internal data line (Ethernet), and the vending machine terminal 121 and the USB terminal or PS It is concluded through the interface of the terminal, and in addition to communication through the internal data line, it collects data including real-time sales volume, inventory amount, transaction history, and device status of the vending machine terminal 121, and stores the SIM card installed in the internal SIM card slot. Since wireless communication (one of 5G, LTE, 3G) is possible through the network 200 directly using, the vending machine management app of the manager smart terminal 400 or the AWC 122 through the network 200 by a web browser. Provides the data collected in the AWC 122 according to the access to the manager smart terminal 400 in real time,
Manager smart terminal 400,
It is possible to analyze pre-set period sales according to each vending machine location, product-specific sales volume, sales amount, and preferred products, as well as pre-set period sales according to the location of IoT-based unmanned smart mart module 100, sales amount by product, sales amount, and Analysis of preferred products is possible, increasing the efficiency of analysis and management of sales and preferred products for each vending machine or IoT-based unmanned smart mart module 100,
AWC(122),
In the event of an abnormal situation including a product sold out, the network 200 provides real-time transmission of the situation to the manager's smart terminal 400, and if the current inventory is insufficient than the preset inventory amount for each vending machine, the network 200 Provides insufficient inventory information to the manager smart terminal 400,
The sensor and photovoltaic module 130,
Dimming type lighting with low power consumption by including an environmental sensor 131, a solar panel 132, an ESS 133, an air conditioner 134 having a cooling/heating function and an air cleaning function, and a dimming type lighting device 135 The appliance 135, the automatic door 111, the identity authentication device 112, the surveillance camera 113, and the AWC 122 are developed from the solar panel 132 to the ESS (Energy Storage System) 133. It operates with stored electricity, and the environmental sensor 131 detects at least one of brightness, temperature, humidity, and fine dust in the container module building 100a to adjust the lighting brightness of the dimming-type lighting fixture 135, or the air conditioner ( air conditioner) 134 to control temperature and humidity, or to perform an air cleaning function of the air conditioner 134,
The environmental sensor 131,
An illuminance sensor that measures the brightness of the container module building 100a, a temperature sensor that measures the temperature of the container module building 100a, a humidity sensor that measures the humidity of the container module building 100a, and the fineness of the container module building 100a It includes not only a fine dust sensor that measures dust, but also a fire detection sensor that detects fire, and a gas detection sensor that detects various gases including CO ₂ ,
The controller 140 receiving the emergency alarm signal by detecting fire detection information or harmful gas from the environmental sensor 131 above a preset concentration,
Power supplied from the ESS 133 to the wireless communication controller (AWC)-based vending machine 120, the surveillance camera 114, the air conditioner 134, the dimming type lighting device 135, the controller 140, and the display device 150 By blocking the supply, it prevents secondary damage within the container module building 100a,
The dimming type lighting equipment 135,
When the user exits the container module building 100a through the automatic sliding door 111 and the surveillance camera 113 is analyzed by the controller 140, the internal lighting brightness is set at 100% to 30 to 50% in the normal mode. By being controlled by the controller 140 so as to be maintained at, when there are no users, the brightness is operated to a minimum through the exchange of feedback information by the illuminance sensor constituting the environmental sensor 131 and the controller 140,
The controller 140,
The sensing information collected from the environmental sensor 131 is not only output through the display device 150 but also transmitted to the central control server 300 and the manager smart terminal 400 through the network 200, as well as the AWC 122 By sending the vending machine event information collected by the network 200 to the central control server 300 and the manager smart terminal 400, continuous monitoring and statistics by the central control server 300 and the manager smart terminal 400 By analyzing the data, the manager seeks improvement directions and provides better services, and a nationwide distribution network is also formed to supply materials with relatively good prices to businesses, and users can purchase products at low prices.
Additionally, if a plurality of on/offline market terminals 500 and AI server 600 are additionally included,
The central control server 300,
By granting access through the network 200 by the wireless communication controller (AWC)-based vending machine 120 of each IoT-based unmanned smart mart module 100, as well as establishing a communication channel, through the network 200 Set a communication channel with the wireless communication controller (AWC)-based vending machine 120,
After confirming the ID of the wireless communication controller (AWC)-based vending machine 120 through the network 200, the vending machine event information provided by the current AWC 122 provides product information for each vending machine corresponding to the purchase amount for each product and the inventory amount for each product. Create,
After calculating the total amount of purchases for each product and the total amount of inventory for each product of all wireless communication controller (AWC)-based vending machines 120 managed by you, the total amount of inventory among each product is greater than or equal to the preset threshold inventory amount, and the total purchase amount for each product If this is less than the preset threshold purchase amount, by transmitting a product purchase request to at least one or more on/offline market terminals 500 handling products through the network 200, all wireless communication controller (AWC) based vending machines managed by themselves It automatically extracts the occurrence of inventory due to insufficient sales at (120) and provides a sales function to open markets that handle the same product in the database in advance.
Along with the product purchase request, the remaining inventory amount by subtraction of the critical inventory amount from the total inventory amount, the location information of the wireless communication controller (AWC)-based vending machine 120 where the inventory amount occurred, and the remaining inventory amount information for each vending machine 120 By providing the on/offline market terminal 500 through the network 200, the operator operating the on/offline market terminal 500 provides location information and information on the remaining inventory of the wireless communication controller (AWC)-based vending machine 120 Check, and have the inventory product visit and retrieve the IoT-based unmanned smart mart module 100 that is closest to it,
By providing a QR code that enables the on/offline market terminal 500 to authenticate that the user authentication device 122 is a purchaser of inventory products, the open market manager terminal 500 is unattended based on IoT for collection of inventory products. When arriving at the smart mart module 100, the self-authentication device 122 adjacent to the automatic opening door 111 and the self-authentication is performed through an NFC communication method,
The controller 140 of the IoT-based unmanned smart mart module 100,
When the verification of the stock product purchaser by the identity authentication device 122 is completed, the automatic opening door 111 is opened, and the object entering the automatic opening door 111 through the surveillance camera 113 is stocked by video tracking Controls to open the door lock of the wireless communication controller (AWC)-based vending machine 120 when the product reaches the wireless communication controller (AWC)-based vending machine 120, and pan/tilt/yaw control by the surveillance camera 113 By controlling the camera to focus in the direction of the wireless communication controller (AWC)-based vending machine 120 in which the door lock is opened through the door lock, an image of the operator operating the on/offline market terminal 500 is obtained by withdrawing inventory products. After that, it is provided to the central control server 300 through the network 200 to access the database of the central control server 300 by the manager smart terminal 400 to view the image or directly through the network 200 , Controls to provide the image information acquired to the manager smart terminal 400 in real time,
The central control server 300,
Through a request to the AI server 600, inventory is generated using machine learning and deep learning by the AI server 600, and the adjusted selling price information is received according to the creation of down-adjusted selling price information for unpopular sales products. Then, it is provided to the manager smart terminal 400 and the on/offline market terminal 500 through the network 200,
Through a request to the AI server 600, using machine learning and deep learning by the AI server 600, the sales price information adjusted according to the creation of the upwardly adjusted selling price information for the sales product of relatively high priority is received. Afterwards, IoT-based module unit unmanned smart mart system, characterized in that providing the manager smart terminal 400 and the on/offline market terminal 500 through the network 200.
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