KR20180077678A - Method of servicing smart home automation and apparatuses performing the same - Google Patents

Abstract

Disclosed are a smart home automation service method and devices performing the same. According to an embodiment of the present invention, the smart home automation service method comprises the following steps of: generating a user control pattern controlling each of a plurality of objects based on usage data of a user with respect to each of the plurality of objects controllable in a house; and automatically controlling the plurality of objects based on the user control pattern.

Description

[0001] METHOD OF SERVING SMART HOME AUTOMATION AND APPARATUSES PERFORMING THE SAME [0002]

The following embodiments relate to a smart home automation service method and apparatuses performing the same.

IoT (Internet of Things) refers to the concept that all objects capable of communicating with each other can be connected to the network to perform mutual communication. All systematically recognizable objects are classified as things or objects, which may include objects or persons capable of producing and using data, such as sensors, equipped with local and remote communication capabilities.

With the advent of IoT, people's interest in IoT service, especially smart home, is getting higher and more research is being actively conducted on related topics. The market size is expected to reach $ 60 billion by 2020.

IoT devices are expected to grow significantly, and these devices may operate standalone, but many devices will collaborate to provide more intelligent services.

Embodiments can provide a technique for generating a user control pattern that controls each of a plurality of objects based on user's usage data for each of a plurality of things controllable in the house.

Further, the embodiments can provide a technique for automatically controlling a plurality of objects based on a user control pattern.

The smart home automation service method according to an embodiment includes generating a user control pattern for controlling each of the plurality of objects based on user's usage data for each of a plurality of objects controllable in the home, And automatically controlling the plurality of objects based on the plurality of objects.

The generating step may include generating the user control pattern by extracting usage data corresponding to a specific location and a specific time of the user from among the usage data for each of the plurality of objects.

Wherein the usage data for each of the plurality of objects includes at least one of an operation state of the plurality of objects, a control temperature, a control humidity, a control time, a control date, a control object name, a control object ID, Whether the weather is controlled, latitude, longitude, electricity price information, and weather information.

The plurality of objects may include at least one of a window, a light, a gas valve, a digital lock, an air conditioner, an air purifier, a radiator, a radiator, a dehumidifier, a humidifier, a washer, a dishwasher, a drier and a television.

Wherein the controlling step comprises at least one of matching the at least one of the current position of the user, the current time and the current state of the plurality of objects with the user control pattern, And judging whether or not the control is executed.

The controlling step may further include transmitting an acknowledgment to the automatic control to the user.

A smart home automation service apparatus according to an embodiment includes a transmission / reception module for receiving user usage data for each of a plurality of objects controllable in a house, and a user control pattern for controlling each of the plurality of objects based on the usage data And a controller for automatically controlling the plurality of objects based on the user control pattern.

The controller may generate the user control pattern by extracting usage data corresponding to a specific location and a specific time of the user from among the usage data for each of the plurality of objects.

Wherein the usage data for each of the plurality of objects includes at least one of whether to operate the plurality of objects, the control temperature, the control humidity, the control time, the control date, whether the electricity price is controlled, .

The plurality of objects may include at least one of a window, a light, a gas valve, a digital lock, an air conditioner, an air purifier, a radiator, a radiator, a dehumidifier, a humidifier, a washer, a dishwasher, a drier and a television.

Wherein the controller is operable to match at least one of the current location of the user, the current time and the current state of the plurality of objects with the user control pattern, and to perform the automatic control in response to the user's selection according to the matched user control pattern Can be determined.

The controller may forward an acknowledgment to the user about the automatic control.

1 shows a schematic block diagram of a smart home automation service system according to an embodiment.
Fig. 2 shows a schematic block diagram of the IOT device shown in Fig.
FIG. 3 shows a schematic block diagram of the smart home automation service apparatus shown in FIG.
4 shows an example of a smart home automation service system.
Figures 5A through 5C show an example of a performance test.
6 is a flowchart illustrating an operation method of a smart home automation service system according to an embodiment.

It is to be understood that the specific structural or functional descriptions of embodiments of the present invention disclosed herein are presented for the purpose of describing embodiments only in accordance with the concepts of the present invention, May be embodied in various forms and are not limited to the embodiments described herein.

Embodiments in accordance with the concepts of the present invention are capable of various modifications and may take various forms, so that the embodiments are illustrated in the drawings and described in detail herein. However, it is not intended to limit the embodiments according to the concepts of the present invention to the specific disclosure forms, but includes changes, equivalents, or alternatives falling within the spirit and scope of the present invention.

The terms first, second, or the like may be used to describe various elements, but the elements should not be limited by the terms. The terms may be named for the purpose of distinguishing one element from another, for example without departing from the scope of the right according to the concept of the present invention, the first element being referred to as the second element, Similarly, the second component may also be referred to as the first component.

It is to be understood that when an element is referred to as being "connected" or "connected" to another element, it may be directly connected or connected to the other element, . On the other hand, when an element is referred to as being "directly connected" or "directly connected" to another element, it should be understood that there are no other elements in between. Expressions that describe the relationship between components, such as "between" and "between" or "neighboring to" and "directly adjacent to" should be interpreted as well.

The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. The singular expressions include plural expressions unless the context clearly dictates otherwise. It will be understood that, in this specification, the terms " comprises ", or " having ", and the like are to be construed as including the presence of stated features, integers, But do not preclude the presence or addition of steps, operations, elements, parts, or combinations thereof.

Unless defined otherwise, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. Terms such as those defined in commonly used dictionaries are to be interpreted as having a meaning consistent with the meaning of the context in the relevant art and, unless explicitly defined herein, are to be interpreted as ideal or overly formal Do not.

Hereinafter, embodiments will be described in detail with reference to the accompanying drawings. However, the scope of the patent application is not limited or limited by these embodiments. Like reference symbols in the drawings denote like elements.

1 shows a schematic block diagram of a smart home automation service system according to an embodiment.

1, a smart home automation service system 10 includes a plurality of objects 100, an Internet of Things (IOT) device 200, a smart home automation service device 300, and a terminal device 400 do.

The smart home automation service system 10 can automatically control and manage a plurality of objects 100 according to a user control pattern. At this time, the plurality of objects 100 may be a plurality of objects 100 that can be controlled in the house.

The IoT device 200 may be attached to each of the plurality of objects 100 or may be attached to a position distant from the plurality of objects 100. The IoT device 200 may monitor and control each of the plurality of objects 100. [ The IoT device 200 may also generate status data and status messages for each of a plurality of objects 100. [

The IoT device 200 may communicate with the smart home automation service device 300. That is, the IoT device 200 can transmit status data and status messages for each of the plurality of objects 100 to the smart home automation service device 300.

The smart home automation service apparatus 300 may control the plurality of objects 100 according to a user control pattern generated based on the usage data of the user or an object control command transmitted from the terminal device 400. [

For example, the smart home automation service apparatus 300 can generate a user control pattern based on user's usage data. In addition, the smart home automation service apparatus 300 may transmit the object control command for the user control pattern to the IoT device 200.

The smart home automation service apparatus 300 can communicate with the user's terminal apparatus 400. [ That is, the smart home automation service apparatus 300 can transmit an acknowledgment of the status data, the status message, and the user control pattern to the terminal 400 of the user. In addition, the smart home automation service apparatus 300 can receive the current position and current time of the user from the terminal device 400. [

The terminal device 400 can display status data, status messages and confirmation notifications. In addition, the terminal device 400 can store status data, status messages, and confirmation notifications in an internal memory (not shown).

The terminal device 400 may be implemented as a portable electronic device. For example, the portable electronic device may be a laptop computer, a mobile phone, a smart phone, a tablet PC, a mobile internet device (MID), a personal digital assistant (PDA) an enterprise digital assistant, a digital still camera, a digital video camera, a portable multimedia player (PMP), a personal navigation device or a portable navigation device (PND), a handheld game console, , an e-book, or a smart device. At this time, the smart device can be implemented as a smart watch or a smart band.

Hereinafter, the configuration and operation of the IoT device 200 and the smart home automation service device 300 for the smart home automation service will be described in detail with reference to FIGS. 2 and 3. FIG.

Fig. 2 shows a schematic block diagram of the IoT device shown in Fig.

Referring to FIG. 2, the IoT device 200 includes a monitoring device 210 and a management device 230. The monitoring device 210 includes a sensor 211, a first controller 213 and a first communication module 215. The management device 230 includes a second communication module 231 and a second controller 233, .

The sensor 211 may sense information on a plurality of objects 100 from a plurality of objects 100. The plurality of objects 100 may include a variety of objects such as windows, lights, gas valves, digital lock devices, air conditioners, air cleaners, radiators, coolers, dehumidifiers, humidifiers, washing machines, dishwashers, dryers and televisions. For example, the sensor 211 may sense information on the current operation status, temperature, humidity, time, date of the plurality of objects 100, and information on whether or not the IOT device 200 can be attached or detached. Therefore, the sensor 211 can sense information on a plurality of objects 100 in real time.

The sensed value sensed by the sensor 211 includes at least one of information on whether or not the object 100 is currently operated, temperature, humidity, time, date, and information on whether or not the IoT device 200 is detachable can do.

In addition, the sensor 211 may sense a plurality of objects 100 at any time. The sensor 211 may transmit the sensed sensing value to the first controller 213.

The first controller 213 may control the overall operation of the monitoring device 210. For example, the first controller 213 may control the operation of each of the components 211 and 215.

The first controller 213 may generate status data for a plurality of objects 100 based on the sensing value transmitted by the sensor 211. [ For example, the first controller 213 may provide information on the current operation status, temperature, humidity, time, date, latitude, longitude, object name, object ID, electricity price, weather for the plurality of objects 100, It is possible to generate state data including at least one of information on whether or not the IoT device 200 is detachable.

The first controller 213 may generate a status message when the status of the object changes according to the type of the plurality of objects 100 based on the status data. For example, the first controller 213 generates a normal status message if the kind of the plurality of objects 100 is a normal object. At this time, the normal status message may normally include status data and messages for the object.

In addition, the first controller 213 generates an emergency status message if a plurality of objects 100 are of an urgent type. At this time, the emergency status message may include status data and messages for an urgent object.

The first controller 213 may generate status data and status messages from time to time. Also, the first controller 213 may store status data and status messages for a certain period of time. For example, a memory (not shown) for storing status data and status messages may be implemented inside or outside the first controller 213. That is, the monitoring device 210 may include a memory for storing status data and status messages.

The first controller 213 may control a plurality of objects 100. For example, the first controller 213 may control the operation, the temperature, the humidity, and the time of the plurality of objects 100 according to the object control command transmitted from the management device 230.

The first controller 213 can receive the object control command through the first communication module 215. The first controller 213 may also transmit status data and status messages to the management device 230 via the first communication module 215. At this time, the first communication module 215 may be a communication module based on short-range wireless communication. In addition, short-range wireless communication may be various such as Wi-Fi, LF, Xbee, Zigbee, BlueTooth, and Beacon. For example, when the short-range wireless communication is Xbee, the first controller 213 sets each Xbee to perform a network communication in a star form, and can communicate with the management device 230 using the serial. In addition, the first controller 213 can communicate with the management device 230 via the first communication module 215 in a software communication method and a hardware communication method.

That is, the monitoring device 210 can communicate with the management device 230 through the first communication module 213.

The second communication module 231 may receive status data and status messages from the monitoring device 210.

The second communication module 231 may receive the object control command for the plurality of objects 100 from the smart home automation service device 300. [ Also, the second communication module 231 can transmit the status data, the status message, and the usage data to the smart home automation service device 300.

Accordingly, the second communication module 231 may be a communication module capable of short-distance and long-distance communication. For example, when communicating with the monitoring device 210, the second communication module 231 may be a communication module based on a local communication such as the first communication module 213.

Also, when communicating with the smart home automation service device 300, the second communication module 231 may be a communication module based on a long distance communication. For example, the second communication module 231 can communicate with the smart home automation service device 300 through the Ethernet shield. That is, after the second communication module 231 is connected to the Ethernet, it can communicate with the smart home automation service device 300 by being connected to the web socket of the smart home automation service device 300.

The second controller 233 can control the overall operation of the management apparatus 230. [ For example, the second controller 233 can control the operation of the second communication module 231.

The second controller 233 can obtain the status data and the status message received via the second communication module 231. [ Also, the second controller 233 can obtain status data and status messages from time to time.

The second controller 233 can acquire the object control command received through the second communication module 231. [ The second controller 233 may transmit the acquired object control command to the monitoring device 210 through the second communication module 231 and manage the monitoring device 210. [

The second controller 233 can generate user usage data. For example, the second controller 233 controls the operation of the plurality of objects 100 based on the object control command, the control temperature, the control humidity, the control time, the control date, the control object name, ), Whether to control electricity prices, whether to control the weather, latitude, longitude, electricity price information, and weather information.

The second controller 233 may store status data, status messages and usage data for a certain period of time. For example, a memory (not shown) for storing status data, status messages, and usage data may be implemented inside or outside the second controller 233. That is, the management device 230 may include a memory for storing status data, status messages, and usage data.

The second controller 233 can transmit the status data, the status message, and the usage data to the smart home automation service apparatus 300 through the second communication module 231.

That is, the IoT device 200 can communicate with the smart home automation service device 300 through the second communication module 231.

FIG. 3 shows a schematic block diagram of the smart home automation service apparatus shown in FIG.

Referring to FIG. 3, the smart home automation service apparatus 300 includes a transmission / reception module 310, a controller 330, and a memory 350.

The transceiver module 310 may receive status data, status messages, and usage data from the IoT device 200. In addition, the transmission / reception module 310 can receive the object control request, the real-time status information request of the plurality of objects 100, and the status information request from the user's terminal device 400.

The transmission / reception module 310 can transmit an acknowledgment to the user's terminal device 400 about the status data, the status message, and the user control pattern.

The transmission / reception module 310 may transmit the object control command to the IoT device 200.

Accordingly, the transmission / reception module 310 can communicate with the IOT device 200 and the user terminal device 400. At this time, the transmission / reception module 310 can be implemented using Flask which is a Python-based micro web framework. In addition, the transceiver module 310 may communicate with the IoT device 200 using a web socket of Gevent that is included in the HTML 5 and may be driven with Flask.

In addition, the transmission / reception module 310 can transmit an emergency status message to the user's terminal device 400 through a GCM (Google Cloud Message).

The controller 330 can control the overall operation of the smart home automation service apparatus 300. [ For example, the controller 330 may control the operation of each configuration 310 and 350.

The controller 330 may obtain status data, status messages, and usage data received via the transceiver module 310. At this time, the controller 330 can store and manage the acquired state data, status message, and usage data in the memory 350. [

The controller 330 may transmit the status data to the user's terminal device 400. [ For example, the controller 330 may transmit status data to the user's terminal device 400 based on the real-time status information request and the status information request of the user's terminal device 400. [

The controller 330 transmits the status data to the user terminal 400 as soon as the status data is received from the IoT device 200 in real time when the real-time status information request is received. At this time, the controller 330 may transmit the received state data and store the received state data in the memory 350. [

In addition, the controller 330 may transmit the state data most recently stored in the memory 350 to the user's terminal device 400 when the state information request is received.

The controller 330 may send a status message to the user's terminal device 400. [ For example, the controller 330 may send a status message to the user's terminal device 400 based on the status information request of the user's terminal device 400.

The controller 330 may transmit the most recently stored normal status message to the user's terminal device 400 in the memory 350 when a status information request is received.

If the status message is an emergency status message, the controller 330 may transmit the emergency status message to the user terminal 400 immediately after receiving the emergency status message. At this time, the controller 330 may transmit the received emergency status message and store the received emergency status message in the memory 350.

The controller 330 may generate a user control pattern. For example, the controller 330 may generate a user control pattern based on user usage data for each of a plurality of objects 100. For example,

The controller 330 can extract the usage data corresponding to the user's specific location and the specific time from among a plurality of usage data stored in the memory 350. [ In addition, the controller 330 can generate a user control pattern based on the extracted usage data. At this time, the controller 330 may store and manage the user control pattern in the memory 350. [

The controller 330 may transmit an acknowledgment of the user control pattern to the terminal device 400 of the user. For example, the controller 330 may match at least one of the current location of the user, the current time, and the current state of the plurality of objects 100 with the user control pattern, To the terminal device 400 of FIG. Accordingly, the controller 330 can determine whether or not to perform automatic control of a plurality of objects 100 in response to the selection of the user who has received the confirmation notification.

The controller 330 may send object control commands to the IoT device 200. For example, the controller 330 determines whether to execute automatic control of a plurality of objects 100 in response to a selection of a user who has received status data, status messages, and confirmation notifications via the user's terminal device 400 It can be judged. Therefore, the controller 330 can transmit the object control command for the automatic control to the IoT device 200 based on whether the automatic control is executed or not.

A module in this specification may mean hardware capable of performing the functions and operations according to the respective names described in this specification and may mean computer program codes capable of performing specific functions and operations , Or an electronic recording medium, e.g., a processor or a microprocessor, equipped with computer program code capable of performing certain functions and operations.

In other words, a module may mean a functional and / or structural combination of hardware for carrying out the technical idea of the present invention and / or software for driving the hardware.

4 shows an example of a smart home automation service system.

Referring to FIG. 4, the IoT device 200 may be attached to each of a plurality of objects 100 to monitor and control each of the plurality of objects 100.

For example, the IoT device 200 can monitor whether the window is opened or closed through the magnetic sensor 211. [ In addition, when the window is opened, the IoT device 200 may generate an emergency status message based on the window status data and transmit the emergency status message to the smart home automation service device 300. Also, the smart home automation service apparatus 300 can transmit an emergency status message to the user terminal 400 through the GCM. At this time, the smart home automation service device 300 may not transmit the emergency status message in response to the user's selection made in advance. That is, the smart home automation service device 300 can preset whether to transmit the emergency status message in response to the user's selection.

As another example, the smart home automation service apparatus 300 may transmit the object control command to the IoT device 200 in order to set the appropriate temperature and humidity according to the response of the user receiving the status data and the status message. The IoT device 200 can monitor and control the air conditioner and the dehumidifier according to object control commands for temperature and humidity. At this time, if the air conditioner and the dehumidifier do not maintain proper temperature and humidity, the IoT apparatus 200 can control the air conditioner and the dehumidifier according to the object control command and monitor the state data of the air conditioner and the dehumidifier to be controlled. That is, the IoT device 200 can monitor and control the controlled state data until it is controlled according to the object control command.

As another example, the smart home automation service device 300 may automatically control air conditioners, windows, air cleaners, and appliances that use electricity based on user control patterns of air conditioner, weather and electricity prices. Specifically, the smart home automation service apparatus 300 may be configured such that when the user control pattern corresponding to the information on the room temperature, the weather information, and the electricity price matches the current position and the current time of the user, It is possible to transmit an acknowledgment to the user's terminal device 400.

In addition, the smart home automation service apparatus 300 can automatically control the object control commands for the air conditioner, the window, the air cleaner, and the household appliances to the IoT device 200 in response to the user's selection. At this time, the smart home automation service device 300 may not transmit an acknowledgment in response to a preset user's selection. That is, the smart home automation service device 300 can preset whether to transmit the confirmation notification in response to the user's selection.

Figures 5A through 5C show an example of a performance test.

5A to 5C, FIG. 5A shows an example of transmitting the object control command to test the percent probability and the execution time of object control.

FIG. 5A shows a 100% probability and object control at 2.63 seconds.

5B shows an example in which the time taken to display the state of the object on the screen of the user's terminal device 400 is tested.

Figure 5b measures the time for the longest temperature condition.

FIG. 5B shows the current state of the object at a probability of 100%, and an average time of 6.56 seconds was measured. The test of FIG. 5B shows a result that is later than the control time since round-trip communication is performed.

FIG. 5C shows that the user's pattern is properly output by using K Medians clustering when randomly inputting data with a certain pattern of 90% and 10% outliers.

6 is a flowchart illustrating an operation method of a smart home automation service system according to an embodiment.

Referring to FIG. 6, the monitoring device 210 of the IoT device 200 may generate status data (S610).

The monitoring device 210 of the IoT device 200 may generate a status message (S620).

The management device 230 of the IoT device 200 can generate usage data (S630).

The smart home automation service apparatus 300 can extract usage data (S640).

The smart home automation service apparatus 300 may generate a user control pattern (S650).

The smart home automation service apparatus 300 may match the current position of the user, the current time, and the current state of the plurality of objects 100 with the user control pattern (S660).

The smart home automation service apparatus 300 may transmit the status data, the status message, and the confirmation notification to the user terminal 400 (S670).

The smart home automation service apparatus 300 may transmit the object control command for the automatic control to the IOT apparatus 200 (S680).

The IoT device 200 can monitor and control the plurality of objects 100 (S690).

The apparatus described above may be implemented as a hardware component, a software component, and / or a combination of hardware components and software components. For example, the apparatus and components described in the embodiments may be implemented within a computer system, such as, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate array (FPGA) , A programmable logic unit (PLU), a microprocessor, or any other device capable of executing and responding to instructions. The processing device may execute an operating system (OS) and one or more software applications running on the operating system. The processing device may also access, store, manipulate, process, and generate data in response to execution of the software. For ease of understanding, the processing apparatus may be described as being used singly, but those skilled in the art will recognize that the processing apparatus may have a plurality of processing elements and / As shown in FIG. For example, the processing unit may comprise a plurality of processors or one processor and one controller. Other processing configurations are also possible, such as a parallel processor.

The software may include a computer program, code, instructions, or a combination of one or more of the foregoing, and may be configured to configure the processing device to operate as desired or to process it collectively or collectively Device can be commanded. The software and / or data may be in the form of any type of machine, component, physical device, virtual equipment, computer storage media, or device , Or may be permanently or temporarily embodied in a transmitted signal wave. The software may be distributed over a networked computer system and stored or executed in a distributed manner. The software and data may be stored on one or more computer readable recording media.

The method according to an embodiment may be implemented in the form of a program command that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions to be recorded on the medium may be those specially designed and configured for the embodiments or may be available to those skilled in the art of computer software. Examples of computer-readable media include magnetic media such as hard disks, floppy disks and magnetic tape; optical media such as CD-ROMs and DVDs; magnetic media such as floppy disks; Magneto-optical media, and hardware devices specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions include machine language code such as those produced by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments. For example, it is to be understood that the techniques described may be performed in a different order than the described methods, and / or that components of the described systems, structures, devices, circuits, Lt; / RTI > or equivalents, even if it is replaced or replaced.

Therefore, other implementations, other embodiments, and equivalents to the claims are also within the scope of the following claims.

Claims (12)

Generating a user control pattern for controlling each of the plurality of objects based on user's usage data for each of a plurality of objects controllable in the house; And
Automatically controlling the plurality of objects based on the user control pattern
And a smart home automation service method.
The method according to claim 1,
Wherein the generating comprises:
Extracting usage data corresponding to a specific location and a specific time of the user from among the usage data for each of the plurality of objects to generate the user control pattern
And a smart home automation service method.
The method according to claim 1,
Wherein the usage data for each of the plurality of objects includes:
A control object name, a control object ID, control whether or not the electricity price is controlled, whether or not to control the weather, a latitude, a longitude, and the like of the plurality of objects, a control temperature, a control humidity, At least one of electricity price information and weather information
And a smart home automation service method.
The method according to claim 1,
Wherein the plurality of objects include:
At least one of a window, a lighting, a gas valve, a digital lock, an air conditioner, an air purifier, a radiator, a radiator, a dehumidifier, a humidifier, a washing machine, a dishwasher,
And a smart home automation service method.
The method according to claim 1,
Wherein the controlling comprises:
Matching at least one of the current location of the user, the current time, and the current state of the plurality of objects with the user control pattern; And
Determining whether the automatic control is executed in response to the user's selection according to the matched user control pattern
And a smart home automation service method.
The method according to claim 1,
Wherein the controlling comprises:
Transmitting an acknowledgment of the automatic control to the user
Further comprising the steps of:
A transmission / reception module for receiving usage data of the user for each of a plurality of things controllable in the house,
Generating a user control pattern for controlling each of the plurality of objects based on the usage data,
A controller for automatically controlling the plurality of objects based on the user control pattern,
A smart home automation service device.
8. The method of claim 7,
The controller comprising:
Extracting usage data corresponding to a specific location and a specific time of the user from the usage data for each of the plurality of objects to generate the user control pattern.
8. The method of claim 7,
Wherein the usage data for each of the plurality of objects includes:
At least one of whether or not to operate the plurality of objects, the control temperature, the control humidity, the control time, the control date, the electricity price,
A smart home automation service device.
8. The method of claim 7,
Wherein the plurality of objects include:
A smart home automation service device comprising at least one of a window, a lighting, a gas valve, a digital lock, an air conditioner, an air purifier, a radiator, a radiator, a dehumidifier, a humidifier, a washer, a dishwasher, a drier, and a television.
8. The method of claim 7,
The controller comprising:
At least one of the current position of the user, the current time, and the current state of the plurality of objects is matched with the user control pattern,
And determines whether to perform the automatic control in response to the user's selection according to the matched user control pattern.
8. The method of claim 7,
The controller comprising:
And transmits an acknowledgment of the automatic control to the user.

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