KR102395837B1 - Electronic device for simulation associated with work shop and method for operating the same - Google Patents

Abstract

According to one embodiment, a method of operating a server includes the steps of: receiving drawing information and work information from a connected electronic device, wherein the drawing information includes 2D and/or 3D drawing information about a place where a user of the electronic device will enter a studio, and the work information includes information on the purpose of use of a workshop and/or the type of a work target; providing an interface including a 3D simulation space generated based on the drawing information and the work information to the electronic device, wherein in the 3D simulation space, a painting device, a ventilation device, and/or general furniture associated with at least a part of the work information are disposed; displaying, on the 3D simulation space, an intake/exhaust path identified based on the positions of the painting device, the ventilation device, and/or the general furniture, wherein at least a part of the intake/exhaust path represents a path through which materials that may be generated by the painting device may flow out; and providing information on an estimate and a drawing for designing the 3D simulation space to the electronic device when an input for determining the 3D simulation space is received from the electronic device.

Description

Electronic device for simulation related to workshop and method of operation thereof

The present application relates to an electronic device for simulation related to a workshop and an operating method thereof.

In recent years, as various start-up support policies are implemented, the conditions for starting a business are greatly expanded, and awareness of the start-up culture has been raised, the start-up culture is spreading.

In particular, in addition to the type of start-up that manufactures and sells products or products, start-ups with relatively low barriers to entry, such as workshops, are also in the spotlight without the burden of entrepreneurs directly producing products or products. However, in the case of a start-up of the same type as a workshop, there is some difficulty in starting a business because in most cases the founder designs the workshop based on their experiences and knowledge and equips the workshop with equipment.

Therefore, it is necessary to implement the technology that enables the establishment of a workshop without the need for specialized knowledge for starting a workshop.

According to an embodiment of the present application, one task is to demonstrate the devices together with the devices (eg, painting device, ventilation device, general furniture) to be provided in the workshop based on information related to the place where the founder wants to enter the workshop An object of the present invention is to provide an electronic device and an operating method thereof that enable entrepreneurs to conveniently design a workshop by providing an electronic interface including a three-dimensional simulation space to be arranged.

According to an embodiment of the present application, another object is to provide an electronic device and an operating method for providing information to design a high-profit workshop by using big data accumulated in a server.

According to an embodiment of the present application, another object is to analyze the intake/exhaust path, and to conveniently change the position of the devices in the three-dimensional simulation space based on the analyzed intake/exhaust path, an electronic device and It is to provide a method of operation.

The problem to be solved by the present application is not limited to the above-mentioned problems, and the problems not mentioned will be clearly understood by those of ordinary skill in the art to which the present application belongs from the present specification and the accompanying drawings. .

According to an embodiment, there is provided a method of operating a server, comprising: receiving drawing information and job information from a connected electronic device, wherein the drawing information includes two Dimensional and/or three-dimensional drawing information, and the work information includes information on the purpose of use of the workshop and/or the type of work object, and a three-dimensional simulation generated based on the drawing information and the work information providing an interface including a space to the electronic device; in which a painting device, a ventilation device, and/or general furniture associated with at least a part of the work information are disposed in the 3D simulation space, and the painting Displaying on the 3D simulation space an intake/exhaust path identified based on the location of the device, the ventilation device, and/or the general furniture, wherein at least a portion of the intake/exhaust path is painted When an input for determining the 3D simulation space is received from the electronic device indicating a path through which a material that can be generated by the device can flow out, information about a drawing and a horn for designing the 3D simulation space is provided. An operating method, including; providing to an electronic device; may be provided.

According to one embodiment, there is provided a server comprising: communication circuitry; and a control circuit, wherein the control circuit is configured to: receive drawing information and work information from an electronic device connected through the communication circuit, and the drawing information includes information about a place where a user of the electronic device will enter a workshop. 2D and/or 3D drawing information, and the work information includes information on the purpose of use of the workshop and/or the type of work object, and a 3D generated based on the drawing information and the work information An interface including a simulation space is provided to the electronic device, and a painting device, a ventilation device, and/or general furniture associated with at least a part of the work information are disposed in the 3D simulation space, the painting device and the ventilation An intake/exhaust path identified based on a device and/or a location of the general furniture is displayed on the three-dimensional simulation space, and at least a part of the intake/exhaust path is a material generated by the painting device to the outside. a server configured to indicate an outflow path and provide information about a drawing and a horn for designing the 3D simulation space to the electronic device when receiving an input for determining the 3D simulation space from the electronic device can be provided.

Solutions of the problems are not limited to the above-described solutions, and solutions not mentioned will be clearly understood by those of ordinary skill in the art to which the present application belongs from the present specification and the accompanying drawings. .

According to an embodiment of the present application, an electronic device and an operating method thereof include devices (eg, a painting device, a ventilation device, general furniture) to be provided in the workshop based on information related to a place where the founder intends to enter the workshop By providing an electronic interface that includes a three-dimensional simulation space where devices can be trially placed together, it is possible for founders to conveniently design a workshop.

According to an embodiment of the present application, an electronic device and an operating method thereof may use big data accumulated in a server to provide information to design a workshop with a high profit rate.

According to an embodiment of the present application, an electronic device and an operating method thereof may analyze an intake/exhaust path to conveniently change positions of devices in a three-dimensional simulation space based on the analyzed intake/exhaust path. there is.

According to various embodiments, the effects are not limited to the above-described effects, and the effects not mentioned will be clearly understood by those of ordinary skill in the art to which the present application belongs from the present specification and the accompanying drawings. .

1 is a diagram for explaining an example of devices included in a system for providing simulation information according to an embodiment of the present application.
2 is a block diagram illustrating an example of a configuration of a management server and an electronic device according to an embodiment of the present application.
3 is a diagram for explaining an example of operations of modules (information acquisition module, simulation space creation module, and simulation space provision module) of the management server according to an embodiment of the present application.
4 is a flowchart for explaining an example of the operation of the simulation information providing system according to an embodiment of the present application.
5 is a diagram for explaining an example of operations of a management server and an electronic device according to an embodiment of the present application.
6A is a diagram illustrating an example of an interface for generating a 3D simulation space provided from a management server to an electronic device according to an embodiment of the present application.
6B is a diagram illustrating an example of arranging devices and/or furniture using an interface for generating a 3D simulation space provided from a management server to an electronic device according to an embodiment of the present application.
7 is a diagram illustrating an example of an operation of providing information on intake/exhaust paths on an interface for generating a 3D simulation space provided from a management server to an electronic device according to an embodiment of the present application.
8 is a flowchart for explaining another example of the operation of the simulation information providing system according to an embodiment of the present application.
9 is a diagram for explaining an example of an operation of generating an artificial intelligence model for recommending a 3D simulation space of a management server according to an embodiment of the present application.
FIG. 10 is a diagram for explaining an example of an operation of calculating an economic effect using an artificial intelligence model of a management server and providing information on a 3D simulation space to an electronic device according to an embodiment of the present application.
11 is a flowchart for explaining another example of the operation of the simulation information providing system according to an embodiment of the present application.
12 is a view for explaining an example of an operation of recommending a change of at least a part of the simulation space for completing the ventilation path of the management server 100 according to an embodiment of the present application.

According to an embodiment, there is provided a method of operating a server, comprising: receiving drawing information and job information from a connected electronic device, wherein the drawing information includes two Dimensional and/or three-dimensional drawing information, and the work information includes information on the purpose of use of the workshop and/or the type of work object, and a three-dimensional simulation generated based on the drawing information and the work information providing an interface including a space to the electronic device; in which a painting device, a ventilation device, and/or general furniture associated with at least a part of the work information are disposed in the 3D simulation space, and the painting Displaying on the 3D simulation space an intake/exhaust path identified based on the location of the device, the ventilation device, and/or the general furniture, wherein at least a portion of the intake/exhaust path is painted When an input for determining the 3D simulation space is received from the electronic device indicating a path through which a material that can be generated by the device can flow out, information about a drawing and a horn for designing the 3D simulation space is provided. An operating method, including; providing to an electronic device; may be provided.

According to an embodiment, a page including a drawing object corresponding to the drawing information and a plurality of items corresponding to a plurality of painting devices, a plurality of ventilation devices, and/or a plurality of general furniture is displayed with the electronic device. providing; each of the plurality of items is implemented to be disposed on the drawing object, implemented to have a specific size, and disposing at least some of the plurality of items on the drawing object Based on receiving an input, the painting device, the ventilation device, the painting device, the ventilation device, in a three-dimensional position corresponding to the position of the drawing object of the at least part, and/or the general furniture, and/or generating the 3D simulation space by arranging the general furniture.

According to an embodiment, based on the location of the painting device, the location of the ventilation device, and the location of the general furniture disposed on the 3D simulation space, identifying the intake/exhaust path; determining whether the intake/exhaust path is complete; and, based on the completion of the intake/exhaust path, providing, to the electronic device, a graphic user interface for receiving a confirmation of the 3D simulation space to the electronic device.

According to an embodiment, the determining whether the intake/exhaust path is complete may include whether one end of the intake/exhaust path is connected to the painting device or the other end of the intake/exhaust path is connected to the ventilation device An operation method, which is performed based on determining , may be provided.

According to an embodiment, generating an artificial intelligence model by using a plurality of drawing information stored in association with the server, a plurality of work information, and information on a plurality of completed three-dimensional simulation spaces as training data; includes; and, each of the space information in the plurality of 3D simulations includes information on the positions of specific devices disposed in a specific 3D simulation space, and the artificial intelligence model receives specific drawing information and specific task information. set to output a weight for each position of a plurality of painting devices, a plurality of intake devices, or a plurality of general furniture in response to receiving the drawing information and the work information from the electronic device; , first for each position of the plurality of painting devices, the plurality of intake devices, or the plurality of general furniture output in response to inputting the drawing information and the work information into the artificial intelligence model 1 identifying weights; and generating the 3D simulation space based on the first weights.

According to an embodiment, the method further includes: identifying, based on the first weights, a second highest weight associated with a painting device, a third highest weight associated with an intake device, and a fourth highest weight associated with general furniture; The three-dimensional simulation space by arranging the painting device, the air intake device, and the general furniture based on a position corresponding to the second weight, a position corresponding to the third weight, and a position corresponding to the fourth weight An operation method, including; generating; may be provided.

According to one embodiment, among the information accumulated in the server, the plurality of drawing information, the plurality of work information, and information on the completed plurality of 3D simulation spaces of the highest designated rank with the highest workshop operation performance A method of operation, including; obtaining; may be provided.

According to an embodiment, identifying a change in the position of a first device disposed in the three-dimensional simulation space; determining whether the intake/exhaust path is complete based on the change in the position of the first device; and when the intake/exhaust path is not completed, displaying information for recommending a change in a location of a second device different from the first device on the 3D simulation space. can be provided.

According to an embodiment, based on the first weights, identifying a weight next to a highest weight associated with the second device; and identifying a location corresponding to the weight of the next priority as the recommended location of the second device.

According to one embodiment, there is provided a server comprising: communication circuitry; and a control circuit, wherein the control circuit is configured to: receive drawing information and work information from an electronic device connected through the communication circuit, and the drawing information includes information about a place where a user of the electronic device will enter a workshop. 2D and/or 3D drawing information, and the work information includes information on the purpose of use of the workshop and/or the type of work object, and a 3D generated based on the drawing information and the work information An interface including a simulation space is provided to the electronic device, and a painting device, a ventilation device, and/or general furniture associated with at least a part of the work information are disposed in the 3D simulation space, the painting device and the ventilation An intake/exhaust path identified based on a device and/or a location of the general furniture is displayed on the three-dimensional simulation space, and at least a part of the intake/exhaust path is a material generated by the painting device to the outside. a server configured to indicate an outflow path and provide information about a drawing and a horn for designing the 3D simulation space to the electronic device when receiving an input for determining the 3D simulation space from the electronic device can be provided.

According to an embodiment, as a computer-readable recording medium recording a program for executing a method for providing a simulation associated with a workshop performed in a server, the method for providing a simulation associated with the workshop includes, from a connected electronic device, drawing information and work information receiving; the drawing information includes two-dimensional and/or three-dimensional drawing information on a place where the user of the electronic device will enter the workshop, and the work information includes: a purpose of use of the workshop and/or or providing, to the electronic device, an interface including information on the type of work object and including the drawing information and a 3D simulation space generated based on the work information to the electronic device; and, the 3D simulation space A painting device, a ventilation device, and/or general furniture associated with at least a part of the work information are disposed in the intake/exhaust path identified based on a location of the painting device, the ventilation device, and/or the general furniture and displaying on the 3D simulation space, wherein at least some of the intake/exhaust paths indicate paths through which substances generated by the painting device can flow out, and the 3D simulation is performed from the electronic device. When receiving an input for determining a space, providing the electronic device with information on a drawing for designing the dimensional simulation space and a horn to the electronic device may be provided.

According to an embodiment, as a program stored in a computer-readable recording medium to perform a method for providing a simulation associated with a workshop in a server, the method for providing simulation associated with the workshop receives drawing information and work information from a connected electronic device and, wherein the drawing information includes two-dimensional and/or three-dimensional drawing information on a place where the user of the electronic device will enter the workshop, and the work information includes the purpose of use and/or work of the workshop. providing, to the electronic device, an interface including information on the type of object and including a 3D simulation space generated based on the drawing information and the work information to the electronic device, wherein the 3D simulation space includes the a painting device, a ventilation device, and/or general furniture associated with at least a part of the work information is disposed, and an intake/exhaust path identified based on a location of the painting device, the ventilation device, and/or the general furniture; displaying on a 3D simulation space; including, wherein at least a portion of the intake/exhaust path indicates a path through which a material generated by the painting device can flow out, and the 3D simulation space is generated from the electronic device. A program stored in a computer-readable recording medium may be provided, including a; when receiving an input for confirming, providing information about a drawing and a horn for designing the dimensional simulation space to the electronic device.

According to various embodiments to those of ordinary skill in the art to which the present application belongs, the embodiments described in this specification are for clearly explaining the idea, so that the present application is limited by the embodiments described in this specification No, according to various embodiments, the range should be construed to include modifications or variations without departing from the spirit according to various embodiments.

The terms used in this specification have been selected as widely used general terms as possible in consideration of the functions in the present application, but they may vary depending on the intention, custom, or emergence of new technology of those of ordinary skill in the art to which this application belongs. can However, if a specific term is defined and used in an arbitrary sense, the meaning of the term will be separately described. Therefore, the terms used in this specification should be interpreted based on the actual meaning of the terms and the contents of the entire specification, rather than the names of simple terms.

The drawings attached to this specification are for easy explanation of the present application, and according to various embodiments, the shapes shown in the drawings may be exaggerated as needed to help understanding, so that the present application is limited by the drawings. it is not

In the present specification, when it is determined that a detailed description of a known configuration or function related to the present application may obscure the subject matter according to various embodiments, a detailed description thereof will be omitted if necessary.

The various embodiments of this document and terms used therein are not intended to limit the technical features described in this document to specific embodiments, but it should be understood to include various modifications, equivalents, or substitutions of the embodiments. In connection with the description of the drawings, like reference numerals may be used for similar or related components. The singular form of the noun corresponding to the item may include one or more of the item, unless the relevant context clearly dictates otherwise. In this document, "A or B", "at least one of A and B", "at least one of A or B," "A, B or C," "at least one of A, B and C," and "A , B, or C" each may include any one of the items listed together in the corresponding one of the phrases, or all possible combinations thereof. Terms such as "first", "second", or "first" or "second" may be used simply to distinguish the element from other elements in question, and may refer to elements in other aspects (e.g., importance or order) is not limited. It is said that one (eg, first) component is "coupled" or "connected" to another (eg, second) component, with or without the terms "functionally" or "communicatively". When referenced, it means that one component can be connected to the other component directly (eg by wire), wirelessly, or through a third component.

As used herein, the term “module” may include a unit implemented in hardware, software, or firmware, and may be used interchangeably with terms such as, for example, logic, logic block, component, or circuit. A module may be an integrally formed part or a minimum unit or a part of the part that performs one or more functions. For example, according to an embodiment, the module may be implemented in the form of an application-specific integrated circuit (ASIC).

According to various embodiments of the present document, one or more instructions stored in a storage medium (eg, internal memory 136 or external memory 138) readable by a machine (eg, electronic device 101) may be implemented as software (eg, the program 140) including For example, a processor (eg, processor 120 ) of a device (eg, electronic device 101 ) may call at least one command among one or more commands stored from a storage medium and execute it. This makes it possible for the device to be operated to perform at least one function according to the called at least one command. The one or more instructions may include code generated by a compiler or code executable by an interpreter. The device-readable storage medium may be provided in the form of a non-transitory storage medium. Here, 'non-transitory' only means that the storage medium is a tangible device and does not contain a signal (eg, electromagnetic wave), and this term is used in cases where data is semi-permanently stored in the storage medium and It does not distinguish between temporary storage cases.

According to one embodiment, the method according to various embodiments disclosed in this document may be provided as included in a computer program product. Computer program products may be traded between sellers and buyers as commodities. The computer program product is distributed in the form of a device-readable storage medium (eg compact disc read only memory (CD-ROM)), or through an application store (eg Play Store™) or on two user devices (eg, It can be distributed (eg downloaded or uploaded) directly or online between smartphones (eg: smartphones). In the case of online distribution, at least a part of the computer program product may be temporarily stored or temporarily created in a machine-readable storage medium such as a memory of a server of a manufacturer, a server of an application store, or a relay server.

According to various embodiments, each component (eg, a module or a program) of the above-described components may include a singular or a plurality of entities. According to various embodiments, one or more components or operations among the above-described corresponding components may be omitted, or one or more other components or operations may be added. Alternatively or additionally, a plurality of components (eg, a module or a program) may be integrated into one component. In this case, the integrated component may perform one or more functions of each component of the plurality of components identically or similarly to those performed by the corresponding component among the plurality of components prior to the integration. . According to various embodiments, operations performed by a module, program, or other component are executed sequentially, in parallel, repeatedly, or heuristically, or one or more of the operations are executed in a different order, or omitted. or one or more other operations may be added.

1. Simulation information providing system

Hereinafter, a simulation information providing system according to an embodiment of the present application will be described.

In the present specification, the simulation information providing system provides for a client (eg, a user who wants to design a workshop) to conveniently design a specific place, and various devices and/or furniture (eg, a painting device, a ventilation device) to be provided in a specific place. , and/or general furniture) may be defined as a system that provides a predetermined interface for simulating by arranging in advance. For example, the specific place may include a workshop for performing tasks such as manufacturing and/or decorating a specific product or a specific product. For example, the simulation information providing system pre-stores information on various devices and/or furniture required in the workshop to perform work on a specific item or specific product, and based on the stored information, the client (or user) An interface implemented so that the user arranges various devices and/or furniture in the virtual simulation space in which the processing workshop will be located and provides the result may be provided to the electronic device of the client (or user).

Hereinafter, the simulation information providing system will be described in more detail.

2. Configuration of simulation information providing system

1 is a diagram for explaining an example of devices included in a system for providing simulation information according to an embodiment of the present application.

Referring to FIG. 1 , the simulation information providing system may include a management server 100 and an electronic device 200 of a client. However, the present invention is not limited to that shown in FIG. 1 and the simulation information providing system may be implemented to include fewer or more devices than the illustrated devices.

According to an embodiment of the present application, the management server 100 is the electronic device 200 and a 3D (three dimensional) for a specific place (eg, a studio) that the user of the electronic device 200 wants to design. It may be implemented to provide an interface including the simulation space 300 . For example, the management server 100 receives information (eg, drawing information and/or work information to be described later) associated with a specific place (eg, a workshop) from the electronic device 200 , and based on the received information, An interface including the generated 3D simulation space 300 may be provided by generating the 3D simulation space 300 . The interface includes a graphic user interface, and may be provided by an application (or program) provided (or downloaded) from the management server 100 to the electronic device 200 . The application implemented to provide the interface may be registered in a distribution server by the management server 100 and distributed to the electronic device 200 . The interface includes information about various devices (eg, a painting device, and an intake/exhaust device to be described later) and/or general furniture required for the workshop arranged on the 3D simulation space 300. Based on the information, information related to a space difficult for a user to visually recognize, such as an intake/exhaust path and/or an air supply path, may be provided.

According to an embodiment of the present application, the electronic device 100 may include various types of electronic devices capable of communicating with the management server 200 and available by clients (or users). The electronic device may include personal terminals (eg, a smart phone, etc.), electronic devices (eg, a PC, etc.) provided at a fixed location, and a portable personal laptop computer. For example, users download an application implemented in the management server 200 using the electronic device 100 , connect to the management server 200 based on executing the application, and include the simulation space 300 . interface can be provided. The electronic device 100 receives a user's input for controlling the positions of devices and/or general furniture in the simulation space 300 on the interface, and transmits the received user's input to the management server 200 by Positions of devices and/or general furniture in the simulation space 300 may be changed according to the client's intention. Accordingly, the client can conveniently design the studio using the virtual 3D simulation space 300 without having to visit the actual space where the studio is to be located.

Meanwhile, it is not limited to the devices included in the simulation information providing system shown in FIG. 1 , and the simulation information providing system may be implemented to include more devices or fewer devices.

2.1. An example of configurations of the management server 100 and the electronic device 200

Hereinafter, an example of the components for performing the operations of the components included in the simulation information providing system will be described. Meanwhile, since the simulation information providing system may be implemented as a system type or an on-device type depending on the implementation purpose, this will be described later in "2.2 Table of Contents".

2 is a block diagram illustrating an example of the configuration of the management server 100 and the electronic device 200 according to an embodiment of the present application. Hereinafter, FIG. 2 will be described with reference to FIG. 3 .

3 is to explain an example of the operation of modules (information acquisition module 121, simulation space creation module 122, and simulation space provision module 123) of the management server 100 according to an embodiment of the present application is a drawing for

2.1.1 Example of configuration of management server 100

First, an example of the configuration of the management server 100 will be described with reference to FIGS. 2 and 3 .

Referring to FIG. 2 , according to an embodiment, the management server 110 includes a first communication circuit 110 , an information acquisition module 121 , a simulation space creation module 122 , and a simulation space provision module 123 . a first control circuit 120 , and a database 130 . Meanwhile, not limited to the one shown in FIG. 2 , the management server 100 may include fewer or more components than the illustrated components.

The first communication circuit 110 may communicate with an external device (eg, the electronic device 200 ). For example, the first communication circuit 110 is connected to a network through wireless communication or wired communication to establish communication with an external device (eg, the electronic device 200 ) to transmit information and/or data through the established communication. can be exchanged The wireless communication is, for example, LTE, LTE Advance (LTE-A), CDMA (code division multiple access), WCDMA (wideband CDMA), UMTS (universal mobile telecommunications system), WiBro (Wireless Broadband), or GSM ( Global System for Mobile Communications) and the like may include cellular communication using at least one. According to one embodiment, wireless communication is, for example, wireless fidelity (WiFi), Bluetooth, Bluetooth low energy (BLE), Zigbee (Zigbee), near field communication (NFC), magnetic secure transmission (Magnetic Secure Transmission), radio It may include at least one of a frequency (RF) or a body area network (BAN). According to one embodiment, the wireless communication may include GNSS. The GNSS may be, for example, a Global Positioning System (GPS), a Global Navigation Satellite System (Glonass), a Beidou Navigation Satellite System (hereinafter, “Beidou”) or Galileo, the European global satellite-based navigation system. Hereinafter, in this document, "GPS" may be used interchangeably with "GNSS". Wired communication may include, for example, at least one of universal serial bus (USB), high definition multimedia interface (HDMI), recommended standard232 (RS-232), power line communication, or plain old telephone service (POTS). there is. The network 162 may include at least one of a telecommunication network, for example, a computer network (eg, LAN or WAN), the Internet, or a telephone network.

The first control circuit 120 may control the overall operation of the management server 100 . To this end, the first control circuit 120 may perform calculation and processing of various types of information and may control the operation of components (eg, the first communication circuit 110 ) of the management server 110 . The first control circuit 120 may be implemented in a computer or similar device according to hardware, software, or a combination thereof. In terms of hardware, the first control circuit 120 may be provided in the form of an electronic circuit (eg, CPU, etc.) that processes electrical signals to perform a control function, and in terms of software, the first control circuit in hardware ( 120) may be provided in the form of a program for driving. The modules (eg, the information acquisition module 121 , the simulation space creation module 122 , and the simulation space provision module 123 ) included in the first control circuit 120 of the management server 110 described below are The first control circuit 120 may control to perform an operation related to the module. In other words, the modules are implemented with a program, computer readable code, process or instructions for controlling to perform an operation associated with the module, and the modules are executed by the first control circuit 120 . In this case, it is possible to control the first control circuit 120 to perform an operation related to the module. For example, the modules (eg, the information acquisition module 121 , the simulation space creation module 122 , and the simulation space provision module 123 ) may include the aforementioned application (or program) distributed by the management server 100 . It may be implemented as at least some of them (eg, a function or a function). Meanwhile, in the following description, unless otherwise specified, the operation of the electronic device 100 may be interpreted as being performed under the control of the first control circuit 120 .

The first control circuit 120 includes an information acquisition module 121 , and the information acquisition module 121 may acquire various types of information related to a workshop to be designed by a client from the electronic device 200 . The information acquisition module 121 provides a page for requesting various types of information to the electronic device 200 when the management server 100 and the electronic device 200 are connected (or connected) to communication. , information can be provided through the page. For example, referring to FIG. 3 , the information obtaining module 121 may include a drawing information obtaining module 311 for obtaining drawing information and a work information obtaining module 313 for obtaining work information. The drawing information may include 2D drawing information and 3D drawing information of a place where the client will enter the workshop. The 2D drawing information and the 3D drawing information may include a floor plan associated with the location, an elevation view associated with the location, and/or a 3D drawing associated with the location. Also, for example, the work information may include information related to the work to be performed in the workshop, and may include information on the purpose of use of the workshop, and/or information on a target to be worked in the workshop. The information on the to-be-worked object may include information on the type of the to-be-worked object and the size of the to-be-worked object. For example, the information on the purpose of use of the workshop may be “painting”, the information on the type of the object to be worked on may be “plastic model”, and the size of the object to be worked on may be “small”. On the other hand, the type of the object to be worked without being limited to the described example may be various types such as “leather” and “electronic product”, and the size may also be various sizes such as “medium” and “large”.

The first control circuit 112 includes a simulation space generating module 122, and the simulation space generating module 122 includes various types of information (eg, drawing information, and work information), and may be implemented to provide a function for arranging various devices for painting and/or general furniture on the generated 3D simulation space. For example, the simulation space generation module 122 may generate the 3D simulation space 300 corresponding to the drawing information. The 3D simulation space 300 is a space produced based on a three-dimensional coordinate system, and may be a virtual 3D space corresponding to a real place defined by drawing information (eg, a two-dimensional drawing and a three-dimensional drawing). The simulation space creation module 122 may provide a function for arranging related devices and general furniture together with the 3D simulation space 300 . For example, referring to FIG. 3 , when information (eg, drawing information, work information) received from the electronic device 200 results in “small plastic model painting”, the simulation space creation module 122 arranges the painting device A painting device arrangement module 321 implemented to provide a function to ) may be included. The painting device includes a spray device for spraying the dye, and an air injection device (eg, a pneumatic device, etc.) for injecting air into the spray device so that the dye injected into the spray device is sprayed from the spray device, and the Since some toxic substances may be included in the dye for painting, prevention devices for preventing the dye for painting from scattering may be included. The ventilation device may include a fan, and a suction device/exhaust device for discharging indoor air and providing outdoor air to an indoor space, and the like. In the management server 100 , information on various types of devices and/or general furniture related to various types of usage purposes of the workshop may be stored in advance. Accordingly, when information on a specific purpose of use (eg, painting) is received from the electronic device 200 , a method for disposing devices (eg, a painting device, a ventilation device) for the specific purpose of use among the stored devices A function may be provided to the electronic device 200 .

The first control circuit 112 includes a simulation space providing module 123 , and the simulation space providing module 123 uses the simulation space generating module 122 to provide various devices (eg, a painting device, a ventilation device). , and a 3D simulation space 300 in which general furniture is disposed may be generated and provided to the electronic device 200 . The 3D simulation space 300 includes information 331 on a location for each device and information 332 on a location for each furniture, and may additionally include information 333 on an air path. The information 333 on the air path may include information on an intake/exhaust path and an air supply path. The simulation space providing module 123 may analyze an air path based on 3D positions of devices (eg, a painting device and a ventilation device) disposed on the 3D simulation space 300 . For example, at least a portion of the intake/exhaust path may indicate a path through which a material (eg, a pollutant) generated by the devices (eg, a painting device) is discharged to the outdoors. The simulation space providing module 123 may recognize the three-dimensional position of the painting apparatus as a position where the pollutants are generated, and identify the three-dimensional position of the ventilation apparatus as a position where the air is discharged to the outdoors. As a result, the simulation space providing module 123 identifies a three-dimensional path connecting the three-dimensional position of the painting device and the three-dimensional position of the ventilation device, and the three-dimensional identified three-dimensional path, etc. By correcting the path, it is possible to identify an intake/exhaust path indicating a path through which pollutants generated by the resulting painting device are discharged to the outside.

The database 130 may store various types of information (eg, information about devices for each purpose of use described above, information about general furniture, information about a simulation space, etc.). The database 130 may temporarily or semi-permanently store data. For example, in the database 130 of the management server 100, an operating program (OS) for driving the management server 130, data or programs or applications (eg, web application) may be stored. Examples of the database 130 include a hard disk (HDD), a solid state drive (SSD), a flash memory, a read-only memory (ROM), and a random access memory (RAM). etc. may exist. Such a database may be provided in a built-in type or a detachable type.

2.1.2 Example of configuration of electronic device

Hereinafter, an example of the configuration of the electronic device 200 will be described with reference to FIG. 2 .

Referring to FIG. 2 , according to an embodiment, the electronic device 140 may include a second communication circuit 210 , a second control circuit 220 , an input device 230 , and a display 240 . Meanwhile, not limited to the one shown in FIG. 2 , the management server 100 may include fewer or more components than the illustrated components.

The second communication circuit 210 may communicate with an external device (eg, the management server 100 ). For example, the second communication circuit 210 is connected to a network through wireless communication or wired communication to establish communication with an external device (eg, the management server 100), and information and/or data through the established communication. can be exchanged for Since the second communication circuit 210 may be implemented as the first communication circuit 110 of the management server 100 described above, a redundant description will be omitted.

The second control circuit 220 may control the overall operation of the electronic device 200 . To this end, the second control circuit 220 may perform calculation and processing of various types of information and may control operations of components (eg, the second communication circuit 210 ) of the electronic device 220 . Since the second control circuit 220 may be implemented as the first control circuit 120 of the management server 100 described above, a redundant description will be omitted.

The input device 230 may receive information from a user. The input device 230 may be various interfaces or connection ports that receive a user input or output information to the user. The input device 230 may be divided into an input module and an output module, and the input module receives a user input from a user. The user input may be made in various forms including a key input, a touch input, and a voice input. Examples of input modules that can receive such user input include a traditional keypad, keyboard, and mouse, as well as a touch sensor that detects a user's touch, a microphone that receives a voice signal, a camera that recognizes gestures through image recognition, A proximity sensor composed of an illuminance sensor or infrared sensor that detects a user's approach, a motion sensor that recognizes a user's motion through an acceleration sensor or a gyro sensor, and other various types of input means for sensing or receiving various types of user input It is a comprehensive concept that includes all Here, the touch sensor may be implemented as a piezoelectric or capacitive touch sensor for detecting a touch through a touch panel or a touch film attached to the display panel, an optical touch sensor for detecting a touch by an optical method, and the like. In this case, the input device 230 may be implemented in a display 240 to be described later to receive a user's touch input. In other words, the display 240 may include a touch screen as the input device 230 , and may receive, for example, a touch, gesture, proximity, or hovering input using an electronic pen or a part of the user's body. can In addition, the input device 230 may be implemented in the form of an input interface (USB port, PS/2 port, etc.) for connecting an external input device that receives a user input instead of a device that detects a user input by itself.

The display 240 may include a liquid crystal display (LCD), a light emitting diode (LED) display, an organic light emitting diode (OLED) display, or a microelectromechanical system (MEMS) display, or an electronic paper display. . The display 240 may display an interface in which information including the 3D simulation space 300 is visually configured.

2.2. Implementation example of simulation information providing system

According to an embodiment, as described above, information (eg, drawing information, and work information) is collected from the electronic device 200 , and a simulation space 300 is generated based on the collected information and transmitted to the electronic device 200 . When the providing operation is implemented to be performed by the management server 100, the simulation information providing system may be defined as a system type.

According to another embodiment, the components (eg, the information acquisition module 121 , the simulation space creation module 122 , and the simulation space provision module 123 ) for providing the above-described functions are provided in one local device (eg, : When implemented in the electronic device 200 , the simulation information providing system may be defined as an on-device type. For example, the electronic device 200 is an application (or program) including the information acquisition module 121 , the simulation space creation module 122 , and the simulation space provision module 123 from the management server 100 or the distribution server. receives and installs, collects information (eg, drawing information, and work information) based on the execution of the installed application (or program), and creates and provides the simulation space 300 based on the collected information can do.

Also, without being limited thereto, the simulation information providing system may be implemented as a hybrid type in which a system type and an on-device type are combined as shown. For example, only at least a portion of the information acquisition module 121, the simulation space creation module 122, and the simulation space provision module 123 is implemented in the above-described application (or program), and the remaining part is the management server 100 . can be implemented in Accordingly, the management server 100 and the electronic device 200 may cooperate to perform an operation.

Hereinafter, for convenience of description, the simulation information providing system will be described as an example in which it is implemented as a system type, but as described above, it may be understood as a case where the simulation information providing system is implemented as an on-device type and/or a hybrid type.

3. Operation of simulation information providing system

Hereinafter, various examples of operations of devices (eg, the management server 100 ) constituting the simulation information providing system will be described.

3.1. 1st Embodiment <Operation of providing 3D simulation space for design of a workshop>

According to an embodiment, the management server 100 generates a 3D simulation space based on information received from the electronic device 200 (eg, drawing information, and work information), and an interface including the generated 3D simulation space (eg, a graphic user interface) may be provided to the electronic device 200 . The interface (eg, a graphic user interface) may be implemented to provide a function for arranging devices (eg, a painting device and a ventilation device) and/or general furniture related to the work to be performed in the workshop.

4 is a flowchart for explaining an example of the operation of the simulation information providing system according to an embodiment of the present application. According to various embodiments, the operation of the system for providing simulation information is not limited to the order of the operations illustrated in FIG. 4 , and may be performed in an order different from the illustrated order. In addition, according to various embodiments, more operations than the operation of the simulation information providing system shown in FIG. 4 or at least one less operation may be performed. Hereinafter, FIG. 5 will be described with reference to FIGS. 5 to 7 .

5 is a diagram for explaining an example of operations of the management server 100 and the electronic device 200 according to an embodiment of the present application. 6A is a diagram illustrating an example of an interface for generating a 3D simulation space provided from the management server 100 to the electronic device 200 according to an embodiment of the present application. 6B is a diagram illustrating an example of arranging devices and/or furniture using an interface for generating a 3D simulation space provided from the management server 100 to the electronic device 200 according to an embodiment of the present application. 7 is a diagram illustrating an example of an operation of providing information on intake/exhaust paths on an interface for generating a 3D simulation space provided from the management server 100 to the electronic device 200 according to an embodiment of the present application; It is a drawing.

According to an embodiment, the management server 100 may acquire drawing information and job information from the electronic device in operation 401 . For example, referring to 501 of FIG. 5 , the management server 100 may provide an interface as illustrated in FIGS. 6 to 7 when the electronic device 200 is connected. For example, the electronic device 200 may access the management server 100 based on execution of an application (or program) received from the management server 100 and/or the distribution server. The management server 100 may provide an interface based on identification of the connection of the electronic device 200 . Referring to 601 of FIG. 6A , the management server 100 provides a first page for authenticating the electronic device 200 to the electronic device 200 and account information received from the electronic device 200 (eg: ID, password) is identified as being registered in the management server 100 , authentication of the electronic device 200 is completed, and pages for providing a 3D simulation space to the electronic device 200 may be continuously provided. there is. The first page and the pages described below may be application pages when the type of the electronic device 200 is mobile, or may be web pages when the type of the electronic device 200 is a PC.

According to an embodiment, the management server 100 generates a simulation space representing a workshop based on the drawing information and the work information in operation 402, and on the simulation space created in operation 403, a work device, a ventilation device, and An interface for arranging general furniture may be provided as an electronic device. For example, referring to 602 to 603 of FIG. 6A , the management server 100 sequentially provides pages (eg, a second page and a third page) for obtaining drawing information and work information, and sequentially Information (eg, drawing information and work information) may be acquired through a user interface (UI) for receiving information implemented in pages provided as .

In an embodiment, referring to 602 of FIG. 6A , the management server 100 provides a 2D drawing file (eg, a plan view, an elevation view) and a 3D drawing file for a place where the user of the electronic device 200 will enter the workshop as drawing information. A second page for acquiring (eg, a 3D drawing) may be provided to the electronic device 200 . The electronic device 200 attaches a 2D drawing file (eg, a plan view, an elevation view) and a 3D drawing file (eg, a 3D drawing) stored in the electronic device 200 and transmits it to the management server 100 through the second page. can Alternatively, without being limited to the described example, the management server 100 implements a map on the second page, and receives information (eg, an address) on a specific place to enter the workshop from the electronic device 200 on the map. In this case, it is also possible to obtain drawing information corresponding to information about a specific place (eg, an address) by accessing a remote server where information on drawings is stored by itself.

In another embodiment, referring to 603 of FIG. 6A , the management server 100 displays, as job information, a third page for acquiring information related to a job to be performed in a workshop to be designed by the user of the electronic device 200 in the electronic device. (200) can be provided. The work information may include information on the purpose of the space used (eg, painting) and information on the type of the work object (eg, a plastic model). For example, the third page includes a drop-and-down list for each type of work information, and the user of the electronic device 200 may select specific information from the list. The management server 100 may receive the job information selected by the user on the third page.

According to an embodiment, the management server 100 generates a 3D simulation space in which a work device, a ventilation device, and general furniture are disposed based on an input of the electronic device received through the interface in operation 404, and the 3D simulation space may be provided on the interface. For example, the management server 100 may display a fourth page for the user of the electronic device 200 to place at least some of a work device, a ventilation device, and general furniture based on the received drawing information and work information. An operation of generating a 3D simulation space may be performed based on information provided to the device 200 and received through the fourth page. For example, referring to 604 of FIG. 6A , the management server 100 provides a drawing object 641 and devices (eg, a painting device and a ventilation device), and/or menus 642 for arranging general furniture. A fourth page including 643 and 644 may be provided to the electronic device 200 . The drawing object 641 represents a 2D drawing corresponding to a place where a user will enter a workshop, and may be a graphic user interface in which a device item or a furniture item, which will be described later, can be arranged. For example, the management server 200 generates a drawing object 641 capable of disposing devices (eg, a painting device and a ventilation device) and/or general furniture based on the received drawing information to generate the fourth page. can be implemented in In each of the menus 642 , 643 , and 644 , a device item or furniture item embodied to be disposed on the drawing object 641 may be disposed. For example, the management server 200 identifies devices and furniture corresponding to the received job information among a plurality of devices and general furniture stored in the management server 200 in advance, and the drawing object 641 ) may be created on the fourth page by generating items corresponding to the identified devices and furniture that can be disposed. According to an embodiment, each of the device item or the furniture item may be implemented to have a specific size (eg, 2x2, 2x1, 1x1, 1x2), and the specific size is disposed on the drawing object 641 In this case, the space occupied can be indicated. For example, as shown in 604 of FIG. 6A , the user of the electronic device 200 may drag a 2x1 painting apparatus among the painting apparatuses 642 and arrange it on the drawing object 641 . The user can then place items for other painting devices, ventilation devices, and/or general furniture on the drawing object 641 . The management server 100 identifies the device (eg, a painting device, a ventilation device) and/or general furniture disposed on the drawing object 641 through the fourth page, and generates it based on the drawing information It is possible to implement the devices and/or the general furniture on 3D coordinates corresponding to the identified positions in the 3D simulation space.

According to an embodiment, when each item of the menus 642 , 643 , 644 displayed on the fourth page is touched for a long time, details of a painting device, a ventilation device, and general furniture corresponding to each item Information may be displayed. The detailed information may include various types of information related to the product, such as price, material, manufacturer, function, and component. The user may check the detailed information and determine whether to reflect the corresponding device to the drawing object 641 .

According to an embodiment, the management server 200 may provide a function for improving user convenience. For example, referring to 604a of FIG. 6B , the management server 200 selects an item corresponding to a specific menu (eg, a painting device 642 , a ventilation device 643 , and general furniture 644 ). Information on an optimal area in which the selected item can be placed on the object 641 may be provided. Also, for example, referring to 604b of FIG. 6B , the management server 200 sets an item corresponding to a specific menu (eg, a painting device 642 , a ventilation device 643 , and general furniture 644 ) to a drawing object 641 . ), the location of the item disposed in another area corresponding to the specific area on the drawing object 641 may be duplicated and disposed in the same manner. For example, the specific area may be an area corresponding to "a specific room". If there is a room of the same size as the "specific room" on the drawing object 641, the management server 200 duplicates the location of the item and duplicates the location of the item in the area of the drawing object 641 corresponding to the room. there is.

According to an embodiment, the management server 100 provides information on the intake/exhaust path and the air supply path on the 3D simulation space based on the positions of the work device, the ventilation device, and the general furniture in operation 405 . can do. For example, referring to 701 of FIG. 7 , when the management server 100 identifies that the arrangement of the device and the furniture on the drawing object 641 is completed, the 3D simulation space 713 in which the arrangement of the device and the furniture is arranged. You can provide a fifth page including information about The 5th page is provided with the 2D drawing object 711 completed by the user, and the user sees the 2D drawing object 711 and provides information on the 3D simulation space 713 (eg, the painting device 700a), the ventilation device ( 700b), and the position of the third awning of the general furniture 700c) can be confirmed. For example, the management server 100 may display an object 712 for selecting a specific location on the 2D drawing object 711 and provide a part of the 3D simulation space 713 corresponding to the specific location. When receiving an input for changing the position of the object 712 from the electronic device 200 , the management server 100 may provide a part of the 3D simulation space 713 corresponding to the changed position. Alternatively, without being limited to what has been described, the management server 100 may provide a view for viewing the entire 3D simulation space 713 on the fifth page.

According to one embodiment, the management server 100 based on the positions of the painting device 700a, the ventilation device 700b, and the general furniture 700c on the 3D simulation space 713 of the fifth page, intake/exhaust Information on the path L1 may be displayed. For example, a path connecting a location where air is discharged from a location where pollutants are generated to an outdoor location may be analyzed as an intake/exhaust route. The management server 100 may recognize the 3D location of the painting device 700a as a location where the pollutants are generated, and identify the 3D location of the ventilation device 700b as a location at which the air flows out. . As a result, the simulation space providing module 123 identifies a 3D path connecting the 3D position of the painting device and the 3D position of the ventilation device, and the 3D path identified in consideration of the influence of other general furniture 700c By correcting , as a result, the intake/exhaust path L1 can be identified, and the intake/exhaust path L1, which is a corresponding three-dimensional path, can be displayed on the 3D simulation space 713 .

According to an embodiment, as shown in 701 of FIG. 7 , when the intake/exhaust path L1 is not properly formed, the management server 100 determines that the intake/exhaust path L1 is unfinished 3D. Displaying the simulation space 713 allows the user to change the arrangement of devices or furniture. For example, in the management server 100, one end of the intake/exhaust path L1 is not connected to the painting device 700a and/or the other end of the intake/exhaust path L1 is connected to the ventilation device 700b. If not, it may be identified that the intake/exhaust path L1 is incomplete.

According to an embodiment, the management server 100 changes the properties of a device or furniture that makes the intake/exhaust path L1 unfinished on the 3D simulation space 713 (eg, a change in height, or a change in location). change) may be received, and properties of devices or furniture in the 3D simulation space 713 may be changed based on the received input. For example, the attribute may include a location and a size (eg, height and area). Referring to 702 of FIG. 7 , when receiving an input for changing (eg, decreasing) the height of the general furniture 700b from the electronic device 200 , the management server 100 is disposed in the 3D simulation space 713 . The normal furniture 700c may be changed to a general furniture 720 having the same type (eg, a drawer) as the general furniture 700c but having a changed height. Referring to 703 of FIG. 7 , when the management server 100 receives an input for changing the position of the ventilation device 700b from the electronic device 200, the ventilation device disposed in the 3D simulation space 713 ( 700b) can be changed to a changed position. At this time, the management server 100 determines that when the type of object to be changed is a device (eg, a painting device, a ventilation device) that affects the intake/exhaust path L1, the intake/exhaust path L1 is completed. The position of the target to be changed may be displayed in the 3D simulation space 713 to be recommended.

According to an embodiment, the management server 100 may re-identify the intake/exhaust paths L2 and L3 according to a change in the location of the device and/or furniture, and update and display it in the 3D simulation space 713 . .

According to an embodiment, when the intake/exhaust paths L2 and L3 are completed, the management server 100 may display an object 750 for inquiring whether to confirm the 3D simulation space on the fifth page. there is.

According to an embodiment, when receiving a confirmation message for the 3D simulation space from the electronic device in operation 406 , the management server 100 may provide information on a design drawing and an estimate corresponding to the determined 3D simulation space. . When an input for the object 750 is received, the management server 100 generates a 2D drawing and/or a 3D drawing for a design corresponding to the completed 3D simulation space, and provides it to the electronic device 200 . can In addition, the management server 100 may calculate an estimate by adding up the cost of devices disposed in the completed 3D simulation space, the cost for disposing the devices, and other interior costs, and provide it to the electronic device 200 . .

According to an embodiment, when the management server 100 receives the labor delegation contract from the electronic device 200, as shown in 502 of FIG. 5, based on the 2D drawing and/or the 3D drawing generated It can also be performed on behalf of the interior of the workshop. In this case, the management server 100 may request a contract having a legal effect from the electronic device 200 .

3.2 Second embodiment <An embodiment of recommending a 3D simulation space based on an artificial intelligence model>

Since the operations of the above-described simulation information providing system can be applied mutatis mutandis to the second embodiment, a redundant description will be omitted.

According to an embodiment, the management server 100 uses an artificial intelligence model implemented in advance based on drawing information accumulated in the management server 100 , work information, and information on the completed 3D simulation space, the electronic device (200) may provide information about the 3D simulation space.

8 is a flowchart for explaining another example of the operation of the simulation information providing system according to an embodiment of the present application. According to various embodiments, the operation of the simulation information providing system is not limited to the order of the operations illustrated in FIG. 8 , and may be performed in an order different from the illustrated order. In addition, according to various embodiments, more operations than the operation of the simulation information providing system shown in FIG. 8 or at least one less operation may be performed. Hereinafter, FIG. 8 will be described with reference to FIGS. 9 to 10 .

9 is a diagram for explaining an example of an operation of generating an artificial intelligence model for recommending a 3D simulation space of the management server 100 according to an embodiment of the present application. 10 illustrates an example of an operation of calculating an economic effect using an artificial intelligence model of the management server 100 and providing information about a 3D simulation space to the electronic device 200 according to an embodiment of the present application It is a drawing for

According to an embodiment, the management server 110 obtains at least some of the drawing information, work information, and information about the completed simulation space pre-stored in the management server in operation 801, and based on the information obtained in operation 802 As a result, an artificial intelligence model for recommending a simulation space can be trained. For example, as described above in the “first embodiment,” the management server 100 provides the interface to the electronic device 200, and thus the drawing information and work information collected and the 3D completed by the user corresponding thereto. Information on the simulation space may be accumulated in the database 130 in a form related to each other. As described above with reference to FIG. 3 , the information on the completed 3D simulation space includes information about devices (eg, a painting device, a ventilation device) disposed in the 3D simulation space, and/or information on the location of each general furniture (eg, 3). information about the dimensional position). Hereinafter, an example of the operation of generating the artificial intelligence model 900 based on the big data accumulated in the database 116 of the management server 110 will be described.

In one embodiment, first, the management server 100 is stored in an associated form from the database 130 to generate the artificial intelligence model 900, among drawing information, work information, and information about the completed 3D simulation space, some Only information can be extracted. For example, the management server 100 may acquire from the database 130 only information corresponding to the workshop in which the actual workshop operation result is within the top 10%. For example, after the simulation space is completed, the management server 100 periodically transmits a push message inquiring about performance to the electronic device 200 , and provides information on the performance from the electronic device 200 based on the message. can receive The management server 100 may store and manage the information on the performance in a form related to the database 130 in the drawing information, work information, and information on the completed 3D simulation space.

In one embodiment, the management server 100 processes drawing information, work information, and information about the completed 3D simulation space into a form that can be learned (eg, text information such as information on an inflow path or exposure location in a matrix It can be assigned to a specific value that can be operated on). For example, the management server 100 may convert drawing information (eg, 2D drawing, 3D drawing) into a specific value. Also, for example, the management server 100 may convert work information (eg, purpose of use, work object) into a specific value. Also, for example, the management server 100 stores information about the devices (eg, a painting device, a ventilation device) placed in the 3D simulation space, and/or the location of each general household (eg, information about a three-dimensional location). It can be converted to a specific value.

In one embodiment, the management server 100 may generate the artificial intelligence model 900 by using the pre-processed drawing information, the work information, and the information about the completed 3D simulation space as training data (training data). For example, the management server 100 sets information about the influencers (eg, drawing information, work information) as input data, and information about the 3D simulation space (eg, in the 3D simulation space). By setting the placed devices (eg, painting device, ventilation device), and/or information on the location of each general household (eg, information on the three-dimensional location)) as output data, various types of artificial Learning (eg, parameter (eg, weight learning 930 )) may be performed based on the intelligent learning algorithm. The artificial intelligence learning algorithm includes various types of well-known machine learning and deep learning ( deep learning) algorithm, so a detailed description is omitted For example, the management server 100 corresponds to the input drawing information and work information, and a specific device (eg, device A, device B) in the 3D simulation space. It is possible to perform an operation of assigning weights to positions where the device and device C) are arranged The artificial intelligence model 900 generated as a result of the learning calculates the input specific drawing information and specific task information 941 . It may include layers including weight values for /or it may be implemented to finally output weight information 942 for the location of each household.

According to an embodiment, the management server 100 obtains the first drawing information and the first job information from the electronic device 200 in operation 803 , and creates the first drawing information and the first job information in operation 804 . A 3D simulation space may be generated by arranging devices and/or furniture based on information input and output to the intelligent model, and an interface including the 3D simulation space generated in operation 805 may be transmitted to the electronic device. For example, as illustrated in 1001 of FIG. 10 , the management server 100 receives specific drawing information (eg, first drawing information) and a specific task from the electronic device 200 through an interface provided to the electronic device 200 . Information (eg, first job information) may be received. Since the operation of receiving the information may be performed as described in the "first embodiment", a redundant description will be omitted. The management server 100 inputs specific drawing information (eg, first drawing information) and specific job information (eg, first job information) 1021 to the artificial intelligence model 900 as shown in 1002 of FIG. 10 . By doing so, weight information 1022 for location by device and/or household (eg, location a1 and location a2 associated with device A, location b1 and location b2 associated with device B, location c1 and location c2 associated with device C, D d1 location and d2 location) associated with the device may be obtained. The management server 100 determines a specific location of a specific device having the highest weight for each device type (e.g., a painting device, a ventilation device) and general furniture (not shown) (eg, device A among the painted devices is placed at position a2, the ventilation device) The 3D simulation space can be completed by identifying the middle D device (placed at the d2 location) and placing the specific device at the specific location on the 3D simulation space. The management server 100 may provide information on the completed 3D simulation space to the electronic device 200 as shown in 1003 of FIG. 10 .

As a result, the management server 100 provides the electronic device 200 with information on the 3D simulation space implemented based on the studio having high sales performance, so that the user can more efficiently design the workshop.

According to an embodiment, there is provided a method of operating a server, comprising: receiving drawing information and job information from a connected electronic device, wherein the drawing information includes two Dimensional and/or three-dimensional drawing information, and the work information includes information on the purpose of use of the workshop and/or the type of work object, and a three-dimensional simulation generated based on the drawing information and the work information providing an interface including a space to the electronic device; in which a painting device, a ventilation device, and/or general furniture associated with at least a part of the work information are disposed in the 3D simulation space, and the painting Displaying on the 3D simulation space an intake/exhaust path identified based on the location of the device, the ventilation device, and/or the general furniture, wherein at least a portion of the intake/exhaust path is painted When an input for determining the 3D simulation space is received from the electronic device indicating a path through which a material that can be generated by the device can flow out, information about a drawing and a horn for designing the 3D simulation space is provided. An operating method, including; providing to an electronic device; may be provided.

According to an embodiment, a page including a drawing object corresponding to the drawing information and a plurality of items corresponding to a plurality of painting devices, a plurality of ventilation devices, and/or a plurality of general furniture is displayed with the electronic device. providing; each of the plurality of items is implemented to be disposed on the drawing object, implemented to have a specific size, and disposing at least some of the plurality of items on the drawing object Based on receiving an input, the painting device, the ventilation device, the painting device, the ventilation device, in a three-dimensional position corresponding to the position of the drawing object of the at least part, and/or the general furniture, and/or generating the 3D simulation space by arranging the general furniture.

According to an embodiment, based on the location of the painting device, the location of the ventilation device, and the location of the general furniture disposed on the 3D simulation space, identifying the intake/exhaust path; determining whether the intake/exhaust path is complete; and, based on the completion of the intake/exhaust path, providing, to the electronic device, a graphic user interface for receiving a confirmation of the 3D simulation space to the electronic device.

According to an embodiment, the determining whether the intake/exhaust path is complete may include whether one end of the intake/exhaust path is connected to the painting device or the other end of the intake/exhaust path is connected to the ventilation device An operation method, which is performed based on determining , may be provided.

According to an embodiment, generating an artificial intelligence model by using a plurality of drawing information stored in association with the server, a plurality of work information, and information on a plurality of completed three-dimensional simulation spaces as training data; includes; and, each of the space information in the plurality of 3D simulations includes information on the positions of specific devices disposed in a specific 3D simulation space, and the artificial intelligence model receives specific drawing information and specific task information. set to output a weight for each position of a plurality of painting devices, a plurality of intake devices, or a plurality of general furniture in response to receiving the drawing information and the work information from the electronic device; , first for each position of the plurality of painting devices, the plurality of intake devices, or the plurality of general furniture output in response to inputting the drawing information and the work information into the artificial intelligence model 1 identifying weights; and generating the 3D simulation space based on the first weights.

According to an embodiment, the method further includes: identifying, based on the first weights, a second highest weight associated with a painting device, a third highest weight associated with an intake device, and a fourth highest weight associated with general furniture; The three-dimensional simulation space by arranging the painting device, the air intake device, and the general furniture based on a position corresponding to the second weight, a position corresponding to the third weight, and a position corresponding to the fourth weight An operation method, including; generating; may be provided.

According to one embodiment, among the information accumulated in the server, the plurality of drawing information, the plurality of work information, and information on the completed plurality of 3D simulation spaces of the highest designated rank with the highest workshop operation performance A method of operation, including; obtaining; may be provided.

According to an embodiment, identifying a change in the position of a first device disposed in the three-dimensional simulation space; determining whether the intake/exhaust path is complete based on the change in the position of the first device; and when the intake/exhaust path is not completed, displaying information for recommending a change in a location of a second device different from the first device on the 3D simulation space. can be provided.

According to an embodiment, based on the first weights, identifying a weight next to a highest weight associated with the second device; and identifying a location corresponding to the weight of the next priority as the recommended location of the second device.

According to one embodiment, there is provided a server comprising: communication circuitry; and a control circuit, wherein the control circuit is configured to: receive drawing information and work information from an electronic device connected through the communication circuit, and the drawing information includes information about a place where a user of the electronic device will enter a workshop. 2D and/or 3D drawing information, and the work information includes information on the purpose of use of the workshop and/or the type of work object, and a 3D generated based on the drawing information and the work information An interface including a simulation space is provided to the electronic device, and a painting device, a ventilation device, and/or general furniture associated with at least a part of the work information are disposed in the 3D simulation space, the painting device and the ventilation An intake/exhaust path identified based on a device and/or a location of the general furniture is displayed on the three-dimensional simulation space, and at least a part of the intake/exhaust path is a material generated by the painting device to the outside. a server configured to indicate an outflow path and provide information about a drawing and a horn for designing the 3D simulation space to the electronic device when receiving an input for determining the 3D simulation space from the electronic device can be provided.

According to an embodiment, as a computer-readable recording medium recording a program for executing a method for providing a simulation associated with a workshop performed in a server, the method for providing a simulation associated with the workshop includes, from a connected electronic device, drawing information and work information receiving; the drawing information includes two-dimensional and/or three-dimensional drawing information on a place where the user of the electronic device will enter the workshop, and the work information includes: a purpose of use of the workshop and/or or providing, to the electronic device, an interface including information on the type of work object and including the drawing information and a 3D simulation space generated based on the work information to the electronic device; and, the 3D simulation space A painting device, a ventilation device, and/or general furniture associated with at least a part of the work information are disposed in the intake/exhaust path identified based on a location of the painting device, the ventilation device, and/or the general furniture and displaying on the 3D simulation space, wherein at least some of the intake/exhaust paths indicate paths through which substances generated by the painting device can flow out, and the 3D simulation is performed from the electronic device. When receiving an input for determining a space, providing the electronic device with information on a drawing for designing the dimensional simulation space and a horn to the electronic device may be provided.

According to an embodiment, as a program stored in a computer-readable recording medium to perform a method for providing a simulation associated with a workshop in a server, the method for providing simulation associated with the workshop receives drawing information and work information from a connected electronic device and, wherein the drawing information includes two-dimensional and/or three-dimensional drawing information on a place where the user of the electronic device will enter the workshop, and the work information includes the purpose of use and/or work of the workshop. providing, to the electronic device, an interface including information on the type of object and including a 3D simulation space generated based on the drawing information and the work information to the electronic device, wherein the 3D simulation space includes the a painting device, a ventilation device, and/or general furniture associated with at least a part of the work information is disposed, and an intake/exhaust path identified based on a location of the painting device, the ventilation device, and/or the general furniture; displaying on a 3D simulation space; including, wherein at least a portion of the intake/exhaust path indicates a path through which a material generated by the painting device can flow out, and the 3D simulation space is generated from the electronic device. A program stored in a computer-readable recording medium may be provided, including a; when receiving an input for confirming, providing information about a drawing and a horn for designing the dimensional simulation space to the electronic device.

According to various embodiments to those of ordinary skill in the art to which the present application belongs, the embodiments described in this specification are for clearly explaining the idea, so that the present application is limited by the embodiments described in this specification No, according to various embodiments, the range should be construed to include modifications or variations without departing from the spirit according to various embodiments.

The terms used in this specification have been selected as widely used general terms as possible in consideration of the functions in the present application, but they may vary depending on the intention, custom, or emergence of new technology of those of ordinary skill in the art to which this application belongs. can However, if a specific term is defined and used in an arbitrary sense, the meaning of the term will be separately described. Therefore, the terms used in this specification should be interpreted based on the actual meaning of the terms and the contents of the entire specification, rather than the names of simple terms.

The drawings attached to this specification are for easy explanation of the present application, and according to various embodiments, the shapes shown in the drawings may be exaggerated as needed to help understanding, so that the present application is limited by the drawings. it is not

In the present specification, when it is determined that a detailed description of a known configuration or function related to the present application may obscure the subject matter according to various embodiments, a detailed description thereof will be omitted if necessary.

The various embodiments of this document and terms used therein are not intended to limit the technical features described in this document to specific embodiments, but it should be understood to include various modifications, equivalents, or substitutions of the embodiments. In connection with the description of the drawings, like reference numerals may be used for similar or related components. The singular form of the noun corresponding to the item may include one or more of the item, unless the relevant context clearly dictates otherwise. In this document, "A or B", "at least one of A and B", "at least one of A or B," "A, B or C," "at least one of A, B and C," and "A , B, or C" each may include any one of the items listed together in the corresponding one of the phrases, or all possible combinations thereof. Terms such as "first", "second", or "first" or "second" may be used simply to distinguish the element from other elements in question, and may refer to elements in other aspects (e.g., importance or order) is not limited. It is said that one (eg, first) component is "coupled" or "connected" to another (eg, second) component, with or without the terms "functionally" or "communicatively". When referenced, it means that one component can be connected to the other component directly (eg by wire), wirelessly, or through a third component.

As used herein, the term “module” may include a unit implemented in hardware, software, or firmware, and may be used interchangeably with terms such as, for example, logic, logic block, component, or circuit. A module may be an integrally formed part or a minimum unit or a part of the part that performs one or more functions. For example, according to an embodiment, the module may be implemented in the form of an application-specific integrated circuit (ASIC).

According to various embodiments of the present document, one or more instructions stored in a storage medium (eg, internal memory 136 or external memory 138) readable by a machine (eg, electronic device 101) may be implemented as software (eg, the program 140) including For example, a processor (eg, processor 120 ) of a device (eg, electronic device 101 ) may call at least one command among one or more commands stored from a storage medium and execute it. This makes it possible for the device to be operated to perform at least one function according to the called at least one command. The one or more instructions may include code generated by a compiler or code executable by an interpreter. The device-readable storage medium may be provided in the form of a non-transitory storage medium. Here, 'non-transitory' only means that the storage medium is a tangible device and does not contain a signal (eg, electromagnetic wave), and this term is used in cases where data is semi-permanently stored in the storage medium and It does not distinguish between temporary storage cases.

According to one embodiment, the method according to various embodiments disclosed in this document may be provided as included in a computer program product. Computer program products may be traded between sellers and buyers as commodities. The computer program product is distributed in the form of a device-readable storage medium (eg compact disc read only memory (CD-ROM)), or through an application store (eg Play Store™) or on two user devices (eg, It can be distributed online (eg download or upload), directly between smartphones (eg smartphones). In the case of online distribution, at least a part of the computer program product may be temporarily stored or temporarily generated in a machine-readable storage medium such as a memory of a server of a manufacturer, a server of an application store, or a relay server.

According to various embodiments, each component (eg, a module or a program) of the above-described components may include a singular or a plurality of entities. According to various embodiments, one or more components or operations among the above-described corresponding components may be omitted, or one or more other components or operations may be added. Alternatively or additionally, a plurality of components (eg, a module or a program) may be integrated into one component. In this case, the integrated component may perform one or more functions of each component of the plurality of components identically or similarly to those performed by the corresponding component among the plurality of components prior to the integration. . According to various embodiments, operations performed by a module, program, or other component are executed sequentially, in parallel, repeatedly, or heuristically, or one or more of the operations are executed in a different order, or omitted. or one or more other operations may be added.

1. Simulation information providing system

Hereinafter, a simulation information providing system according to an embodiment of the present application will be described.

In the present specification, the simulation information providing system provides various devices and/or furniture (eg, a painting device, a ventilation device) to be provided in a specific place for a client (eg, a user who wants to design a workshop) to conveniently design a specific place. , and/or general furniture) may be defined as a system that provides a predetermined interface for simulating by arranging in advance. For example, the specific place may include a workshop for performing tasks such as manufacturing and/or decorating a specific product or a specific product. For example, the simulation information providing system pre-stores information on various devices and/or furniture required in the workshop to perform work on a specific item or specific product, and based on the stored information, the client (or user) An interface implemented so that the user arranges various devices and/or furniture in the virtual simulation space in which the processing workshop will be located and provides the result may be provided to the electronic device of the client (or user).

Hereinafter, the simulation information providing system will be described in more detail.

2. Configuration of simulation information providing system

1 is a diagram for explaining an example of devices included in a system for providing simulation information according to an embodiment of the present application.

Referring to FIG. 1 , the simulation information providing system may include a management server 100 and an electronic device 200 of a client. However, the present invention is not limited to that shown in FIG. 1 and the simulation information providing system may be implemented to include fewer or more devices than the illustrated devices.

According to an embodiment of the present application, the management server 100 is the electronic device 200 and a 3D (three dimensional) for a specific place (eg, a studio) that the user of the electronic device 200 wants to design. It may be implemented to provide an interface including the simulation space 300 . For example, the management server 100 receives information (eg, drawing information and/or work information to be described later) associated with a specific place (eg, a workshop) from the electronic device 200 , and based on the received information, An interface including the generated 3D simulation space 300 may be provided by generating the 3D simulation space 300 . The interface includes a graphic user interface, and may be provided by an application (or program) provided (or downloaded) from the management server 100 to the electronic device 200 . The application implemented to provide the interface may be registered in a distribution server by the management server 100 and distributed to the electronic device 200 . The interface includes information about various devices (eg, a painting device, and an intake/exhaust device to be described later) and/or general furniture required for the workshop arranged on the 3D simulation space 300. Based on the information, information related to a space difficult for a user to visually recognize, such as an intake/exhaust path and/or an air supply path, may be provided.

According to an embodiment of the present application, the electronic device 100 may include various types of electronic devices capable of communicating with the management server 200 and available by clients (or users). The electronic device may include personal terminals (eg, a smart phone, etc.), electronic devices (eg, a PC, etc.) provided at a fixed location, and a portable personal laptop computer. For example, users download an application implemented in the management server 200 using the electronic device 100 , connect to the management server 200 based on executing the application, and include the simulation space 300 . interface can be provided. The electronic device 100 receives a user's input for controlling the positions of devices and/or general furniture in the simulation space 300 on the interface, and transmits the received user's input to the management server 200 by Positions of devices and/or general furniture in the simulation space 300 may be changed according to the client's intention. Accordingly, the client can conveniently design the studio using the virtual 3D simulation space 300 without having to visit the actual space where the studio is to be located.

Meanwhile, it is not limited to the devices included in the simulation information providing system shown in FIG. 1 , and the simulation information providing system may be implemented to include more devices or fewer devices.

2.1. An example of configurations of the management server 100 and the electronic device 200

Hereinafter, an example of the components for performing the operations of the components included in the simulation information providing system will be described. Meanwhile, since the simulation information providing system may be implemented as a system type or an on-device type depending on the implementation purpose, this will be described later in "2.2 Table of Contents".

2 is a block diagram illustrating an example of the configuration of the management server 100 and the electronic device 200 according to an embodiment of the present application. Hereinafter, FIG. 2 will be described with reference to FIG. 3 .

3 is to explain an example of the operation of modules (information acquisition module 121, simulation space creation module 122, and simulation space provision module 123) of the management server 100 according to an embodiment of the present application is a drawing for

2.1.1 Example of configuration of management server 100

First, an example of the configuration of the management server 100 will be described with reference to FIGS. 2 and 3 .

Referring to FIG. 2 , according to an embodiment, the management server 110 includes a first communication circuit 110 , an information acquisition module 121 , a simulation space creation module 122 , and a simulation space provision module 123 . a first control circuit 120 , and a database 130 . Meanwhile, not limited to the one shown in FIG. 2 , the management server 100 may include fewer or more components than the illustrated components.

The first communication circuit 110 may communicate with an external device (eg, the electronic device 200 ). For example, the first communication circuit 110 is connected to a network through wireless communication or wired communication to establish communication with an external device (eg, the electronic device 200 ) to transmit information and/or data through the established communication. can be exchanged The wireless communication is, for example, LTE, LTE Advance (LTE-A), CDMA (code division multiple access), WCDMA (wideband CDMA), UMTS (universal mobile telecommunications system), WiBro (Wireless Broadband), or GSM ( Global System for Mobile Communications) and the like may include cellular communication using at least one. According to one embodiment, wireless communication is, for example, wireless fidelity (WiFi), Bluetooth, Bluetooth low energy (BLE), Zigbee (Zigbee), near field communication (NFC), magnetic secure transmission (Magnetic Secure Transmission), radio It may include at least one of a frequency (RF) or a body area network (BAN). According to one embodiment, the wireless communication may include GNSS. The GNSS may be, for example, a Global Positioning System (GPS), a Global Navigation Satellite System (Glonass), a Beidou Navigation Satellite System (hereinafter, “Beidou”) or Galileo, the European global satellite-based navigation system. Hereinafter, in this document, "GPS" may be used interchangeably with "GNSS". Wired communication may include, for example, at least one of universal serial bus (USB), high definition multimedia interface (HDMI), recommended standard232 (RS-232), power line communication, or plain old telephone service (POTS). there is. The network 162 may include at least one of a telecommunication network, for example, a computer network (eg, LAN or WAN), the Internet, or a telephone network.

The first control circuit 120 may control the overall operation of the management server 100 . To this end, the first control circuit 120 may perform calculation and processing of various types of information and may control the operation of components (eg, the first communication circuit 110 ) of the management server 110 . The first control circuit 120 may be implemented in a computer or similar device according to hardware, software, or a combination thereof. In terms of hardware, the first control circuit 120 may be provided in the form of an electronic circuit (eg, CPU, etc.) that processes electrical signals to perform a control function, and in terms of software, the first control circuit in hardware ( 120) may be provided in the form of a program for driving. The modules (eg, the information acquisition module 121 , the simulation space creation module 122 , and the simulation space provision module 123 ) included in the first control circuit 120 of the management server 110 described below are The first control circuit 120 may control to perform an operation related to the module. In other words, the modules are implemented with a program, computer readable code, process or instructions for controlling to perform an operation associated with the module, and the modules are executed by the first control circuit 120 . In this case, it is possible to control the first control circuit 120 to perform an operation related to the module. For example, the modules (eg, the information acquisition module 121 , the simulation space creation module 122 , and the simulation space provision module 123 ) may include the aforementioned application (or program) distributed by the management server 100 . It may be implemented as at least some of them (eg, a function or a function). Meanwhile, in the following description, unless otherwise specified, the operation of the electronic device 100 may be interpreted as being performed under the control of the first control circuit 120 .

The first control circuit 120 includes an information acquisition module 121 , and the information acquisition module 121 may acquire various types of information related to a workshop to be designed by a client from the electronic device 200 . The information acquisition module 121 provides a page for requesting various types of information to the electronic device 200 when the management server 100 and the electronic device 200 are connected (or connected) to communication. , information can be provided through the page. For example, referring to FIG. 3 , the information obtaining module 121 may include a drawing information obtaining module 311 for obtaining drawing information and a work information obtaining module 313 for obtaining work information. The drawing information may include 2D drawing information and 3D drawing information of a place where the client will enter the workshop. The 2D drawing information and the 3D drawing information may include a floor plan associated with the location, an elevation view associated with the location, and/or a 3D drawing associated with the location. Also, for example, the work information may include information related to the work to be performed in the workshop, and may include information on the purpose of use of the workshop, and/or information on a target to be worked in the workshop. The information on the to-be-worked object may include information on the type of the to-be-worked object and the size of the to-be-worked object. For example, the information on the purpose of use of the workshop may be “painting”, the information on the type of the object to be worked on may be “plastic model”, and the size of the object to be worked on may be “small”. On the other hand, the type of the object to be worked without being limited to the described example may be various types such as “leather” and “electronic product”, and the size may also be various sizes such as “medium” and “large”.

The first control circuit 112 includes a simulation space generating module 122, and the simulation space generating module 122 includes various types of information (eg, drawing information, and work information), and may be implemented to provide a function for arranging various devices for painting and/or general furniture on the generated 3D simulation space. For example, the simulation space generation module 122 may generate the 3D simulation space 300 corresponding to the drawing information. The 3D simulation space 300 is a space produced based on a three-dimensional coordinate system, and may be a virtual 3D space corresponding to a real place defined by drawing information (eg, a two-dimensional drawing and a three-dimensional drawing). The simulation space creation module 122 may provide a function for arranging related devices and general furniture together with the 3D simulation space 300 . For example, referring to FIG. 3 , when information (eg, drawing information, work information) received from the electronic device 200 results in “small plastic model painting”, the simulation space creation module 122 arranges the painting device A painting device arrangement module 321 implemented to provide a function to ) may be included. The painting device includes a spray device for spraying the dye, and an air injection device (eg, a pneumatic device, etc.) for injecting air into the spray device so that the dye injected into the spray device is sprayed from the spray device, and the Since some toxic substances may be included in the dye for painting, prevention devices for preventing the dye for painting from scattering may be included. The ventilation device may include a fan, and a suction device/exhaust device for discharging indoor air and providing outdoor air to an indoor space, and the like. In the management server 100 , information on various types of devices and/or general furniture related to various types of usage purposes of the workshop may be stored in advance. Accordingly, when information on a specific purpose of use (eg, painting) is received from the electronic device 200 , a method for disposing devices (eg, a painting device, a ventilation device) for the specific purpose of use among the stored devices A function may be provided to the electronic device 200 .

The first control circuit 112 includes a simulation space providing module 123 , and the simulation space providing module 123 uses the simulation space generating module 122 to provide various devices (eg, a painting device, a ventilation device). , and a 3D simulation space 300 in which general furniture is disposed may be generated and provided to the electronic device 200 . The 3D simulation space 300 includes information 331 on a location for each device and information 332 on a location for each furniture, and may additionally include information 333 on an air path. The information 333 on the air path may include information on an intake/exhaust path and an air supply path. The simulation space providing module 123 may analyze an air path based on 3D positions of devices (eg, a painting device and a ventilation device) disposed on the 3D simulation space 300 . For example, at least a portion of the intake/exhaust path may indicate a path through which a material (eg, a pollutant) generated by the devices (eg, a painting device) is discharged to the outdoors. The simulation space providing module 123 may recognize the three-dimensional position of the painting apparatus as a position where the pollutants are generated, and identify the three-dimensional position of the ventilation apparatus as a position where the air is discharged to the outdoors. As a result, the simulation space providing module 123 identifies a three-dimensional path connecting the three-dimensional position of the painting device and the three-dimensional position of the ventilation device, and the three-dimensional identified three-dimensional path, etc. By correcting the path, it is possible to identify an intake/exhaust path indicating a path through which pollutants generated by the resulting painting device are discharged to the outside.

The database 130 may store various types of information (eg, information about devices for each purpose of use described above, information about general furniture, information about a simulation space, etc.). The database 130 may temporarily or semi-permanently store data. For example, in the database 130 of the management server 100, an operating program (OS) for driving the management server 130, data or programs or applications (eg, web application) may be stored. Examples of the database 130 include a hard disk (HDD), a solid state drive (SSD), a flash memory, a read-only memory (ROM), and a random access memory (RAM). etc. may exist. Such a database may be provided in a built-in type or a detachable type.

2.1.2 Example of configuration of electronic device

Hereinafter, an example of the configuration of the electronic device 200 will be described with reference to FIG. 2 .

Referring to FIG. 2 , according to an embodiment, the electronic device 140 may include a second communication circuit 210 , a second control circuit 220 , an input device 230 , and a display 240 . On the other hand, not limited to the bar shown in FIG. 2 , the management server 100 may include fewer or more components than the illustrated components.

The second communication circuit 210 may communicate with an external device (eg, the management server 100 ). For example, the second communication circuit 210 is connected to a network through wireless communication or wired communication to establish communication with an external device (eg, the management server 100), and information and/or data through the established communication. can be exchanged for Since the second communication circuit 210 may be implemented as the first communication circuit 110 of the management server 100 described above, a redundant description will be omitted.

The second control circuit 220 may control the overall operation of the electronic device 200 . To this end, the second control circuit 220 may perform calculation and processing of various types of information and may control operations of components (eg, the second communication circuit 210 ) of the electronic device 220 . Since the second control circuit 220 may be implemented as the first control circuit 120 of the management server 100 described above, a redundant description will be omitted.

The input device 230 may receive information from a user. The input device 230 may be various interfaces or connection ports that receive a user input or output information to the user. The input device 230 may be divided into an input module and an output module, and the input module receives a user input from a user. The user input may be made in various forms including a key input, a touch input, and a voice input. Examples of input modules that can receive such user input include a traditional keypad, keyboard, and mouse, as well as a touch sensor that detects a user's touch, a microphone that receives a voice signal, a camera that recognizes gestures through image recognition, A proximity sensor composed of an illuminance sensor or infrared sensor that detects a user's approach, a motion sensor that recognizes a user's motion through an acceleration sensor or a gyro sensor, and other various types of input means for sensing or receiving various types of user input It is a comprehensive concept that includes all Here, the touch sensor may be implemented as a piezoelectric or capacitive touch sensor for detecting a touch through a touch panel or a touch film attached to the display panel, an optical touch sensor for detecting a touch by an optical method, and the like. In this case, the input device 230 may be implemented in a display 240 to be described later to receive a user's touch input. In other words, the display 240 may include a touch screen as the input device 230 , and may receive, for example, a touch, gesture, proximity, or hovering input using an electronic pen or a part of the user's body. can In addition, the input device 230 may be implemented in the form of an input interface (USB port, PS/2 port, etc.) for connecting an external input device that receives a user input instead of a device that detects a user input by itself.

The display 240 may include a liquid crystal display (LCD), a light emitting diode (LED) display, an organic light emitting diode (OLED) display, or a microelectromechanical system (MEMS) display, or an electronic paper display. . The display 240 may display an interface in which information including the 3D simulation space 300 is visually configured.

2.2. Implementation example of simulation information providing system

According to an embodiment, as described above, information (eg, drawing information, and work information) is collected from the electronic device 200 , a simulation space 300 is generated based on the collected information, and the information is transmitted to the electronic device 200 . When the providing operation is implemented to be performed by the management server 100 , the simulation information providing system may be defined as a system type.

According to another embodiment, the components (eg, the information acquisition module 121 , the simulation space creation module 122 , and the simulation space provision module 123 ) for providing the above-described functions are provided in one local device (eg, : When implemented in the electronic device 200 , the simulation information providing system may be defined as an on-device type. For example, the electronic device 200 is an application (or program) including the information acquisition module 121 , the simulation space creation module 122 , and the simulation space provision module 123 from the management server 100 or the distribution server. receives and installs, collects information (eg, drawing information, and work information) based on the execution of the installed application (or program), and creates and provides the simulation space 300 based on the collected information can do.

Also, without being limited thereto, the simulation information providing system may be implemented as a hybrid type in which a system type and an on-device type are combined as shown. For example, only at least a portion of the information acquisition module 121, the simulation space creation module 122, and the simulation space provision module 123 is implemented in the above-described application (or program), and the remaining part is the management server 100 . can be implemented in Accordingly, the management server 100 and the electronic device 200 may cooperate to perform an operation.

Hereinafter, for convenience of description, the simulation information providing system will be described as an example in which it is implemented as a system type, but it may be understood as an on-device type and/or a hybrid type as described above.

3. Operation of simulation information providing system

Hereinafter, various examples of operations of devices (eg, the management server 100 ) constituting the simulation information providing system will be described.

3.1. 1st Embodiment <Operation of providing 3D simulation space for design of a workshop>

According to an embodiment, the management server 100 generates a 3D simulation space based on information (eg, drawing information, and work information) received from the electronic device 200 , and an interface including the generated 3D simulation space (eg, a graphic user interface) may be provided to the electronic device 200 . The interface (eg, a graphic user interface) may be implemented to provide a function for arranging devices (eg, a painting device and a ventilation device) and/or general furniture related to the work to be performed in the workshop.

4 is a flowchart for explaining an example of the operation of the simulation information providing system according to an embodiment of the present application. According to various embodiments, the operation of the system for providing simulation information is not limited to the order of the operations illustrated in FIG. 4 , and may be performed in an order different from the illustrated order. In addition, according to various embodiments, more operations than the operation of the simulation information providing system shown in FIG. 4 or at least one less operation may be performed. Hereinafter, FIG. 5 will be described with reference to FIGS. 5 to 7 .

5 is a diagram for explaining an example of operations of the management server 100 and the electronic device 200 according to an embodiment of the present application. 6A is a diagram illustrating an example of an interface for generating a 3D simulation space provided from the management server 100 to the electronic device 200 according to an embodiment of the present application. 6B is a diagram illustrating an example of arranging devices and/or furniture using an interface for generating a 3D simulation space provided from the management server 100 to the electronic device 200 according to an embodiment of the present application. 7 is a diagram illustrating an example of an operation of providing information on intake/exhaust paths on an interface for generating a 3D simulation space provided from the management server 100 to the electronic device 200 according to an embodiment of the present application; It is a drawing.

According to an embodiment, the management server 100 may acquire drawing information and job information from the electronic device in operation 401 . For example, referring to 501 of FIG. 5 , the management server 100 may provide an interface as illustrated in FIGS. 6 to 7 when the electronic device 200 is connected. For example, the electronic device 200 may access the management server 100 based on execution of an application (or program) received from the management server 100 and/or the distribution server. The management server 100 may provide an interface based on identification of the connection of the electronic device 200 . Referring to 601 of FIG. 6A , the management server 100 provides a first page for authenticating the electronic device 200 to the electronic device 200 and account information received from the electronic device 200 (eg: ID, password) is identified as being registered in the management server 100 , authentication of the electronic device 200 is completed, and pages for providing a 3D simulation space to the electronic device 200 may be continuously provided. there is. The first page and the pages described below may be application pages when the type of the electronic device 200 is mobile, or may be web pages when the type of the electronic device 200 is a PC.

According to an embodiment, the management server 100 generates a simulation space representing a workshop based on the drawing information and the work information in operation 402, and on the simulation space created in operation 403, a work device, a ventilation device, and An interface for arranging general furniture may be provided as an electronic device. For example, referring to 602 to 603 of FIG. 6A , the management server 100 sequentially provides pages (eg, a second page and a third page) for obtaining drawing information and work information, and sequentially Information (eg, drawing information and work information) may be acquired through a user interface (UI) for receiving information implemented in pages provided as .

In an embodiment, referring to 602 of FIG. 6A , the management server 100 provides a 2D drawing file (eg, a plan view, an elevation view) and a 3D drawing file for a place where the user of the electronic device 200 will enter the workshop as drawing information. A second page for acquiring (eg, a 3D drawing) may be provided to the electronic device 200 . The electronic device 200 attaches a 2D drawing file (eg, a plan view, an elevation view) and a 3D drawing file (eg, a 3D drawing) stored in the electronic device 200 and transmits it to the management server 100 through the second page. can Alternatively, without being limited to the described example, the management server 100 implements a map on the second page, and receives information (eg, an address) on a specific place to enter the workshop from the electronic device 200 on the map. In this case, it is also possible to obtain drawing information corresponding to information about a specific place (eg, an address) by accessing a remote server where information on drawings is stored by itself.

In another embodiment, referring to 603 of FIG. 6A , the management server 100 displays, as job information, a third page for acquiring information related to a job to be performed in a workshop to be designed by the user of the electronic device 200 in the electronic device. (200) can be provided. The work information may include information on the purpose of the space used (eg, painting) and information on the type of the work object (eg, a plastic model). For example, the third page includes a drop-and-down list for each type of work information, and the user of the electronic device 200 may select specific information from the list. The management server 100 may receive the job information selected by the user on the third page.

According to an embodiment, the management server 100 generates a 3D simulation space in which a work device, a ventilation device, and general furniture are disposed based on an input of the electronic device received through the interface in operation 404, and the 3D simulation space may be provided on the interface. For example, the management server 100 may display a fourth page for the user of the electronic device 200 to place at least some of a work device, a ventilation device, and general furniture based on the received drawing information and work information. An operation of generating a 3D simulation space may be performed based on information provided to the device 200 and received through the fourth page. For example, referring to 604 of FIG. 6A , the management server 100 provides a drawing object 641 and devices (eg, a painting device and a ventilation device), and/or menus 642 for arranging general furniture. A fourth page including 643 and 644 may be provided to the electronic device 200 . The drawing object 641 represents a 2D drawing corresponding to a place where a user will enter a workshop, and may be a graphic user interface in which a device item or a furniture item, which will be described later, can be arranged. For example, the management server 200 generates a drawing object 641 capable of disposing devices (eg, a painting device and a ventilation device) and/or general furniture based on the received drawing information to generate the fourth page. can be implemented in In each of the menus 642 , 643 , and 644 , a device item or furniture item embodied to be disposed on the drawing object 641 may be disposed. For example, the management server 200 identifies devices and furniture corresponding to the received job information among a plurality of devices and general furniture stored in the management server 200 in advance, and the drawing object 641 ) may be created on the fourth page by generating items corresponding to the identified devices and furniture that can be disposed. According to an embodiment, each of the device item or the furniture item may be implemented to have a specific size (eg, 2x2, 2x1, 1x1, 1x2), and the specific size is disposed on the drawing object 641 In this case, the space occupied can be indicated. For example, as shown in 604 of FIG. 6A , the user of the electronic device 200 may drag a 2x1 painting apparatus among the painting apparatuses 642 and arrange it on the drawing object 641 . The user can then place items for other painting devices, ventilation devices, and/or general furniture on the drawing object 641 . The management server 100 identifies the device (eg, a painting device, a ventilation device) and/or general furniture disposed on the drawing object 641 through the fourth page, and generates it based on the drawing information It is possible to implement the devices and/or the general furniture on 3D coordinates corresponding to the identified positions in the 3D simulation space.

According to an embodiment, when each item of the menus 642 , 643 , 644 displayed on the fourth page is touched for a long time, details of a painting device, a ventilation device, and general furniture corresponding to each item Information may be displayed. The detailed information may include various types of information related to the product, such as price, material, manufacturer, function, and component. The user may check the detailed information and determine whether to reflect the corresponding device to the drawing object 641 .

According to an embodiment, the management server 200 may provide a function for improving user convenience. For example, referring to 604a of FIG. 6B , the management server 200 selects an item corresponding to a specific menu (eg, a painting device 642 , a ventilation device 643 , and general furniture 644 ). Information on an optimal area in which the selected item can be placed on the object 641 may be provided. Also, for example, referring to 604b of FIG. 6B , the management server 200 sets an item corresponding to a specific menu (eg, a painting device 642 , a ventilation device 643 , and general furniture 644 ) to a drawing object 641 . ), the location of the item disposed in another area corresponding to the specific area on the drawing object 641 may be duplicated and disposed in the same manner. For example, the specific area may be an area corresponding to "a specific room". If there is a room of the same size as the "specific room" on the drawing object 641, the management server 200 duplicates the location of the item and duplicates the location of the item in the area of the drawing object 641 corresponding to the room. there is.

According to an embodiment, the management server 100 provides information on the intake/exhaust path and the air supply path on the 3D simulation space based on the positions of the work device, the ventilation device, and the general furniture in operation 405 . can do. For example, referring to 701 of FIG. 7 , when the management server 100 identifies that the arrangement of the device and the furniture on the drawing object 641 is completed, the 3D simulation space 713 in which the arrangement of the device and the furniture is arranged. You can provide a fifth page including information about The 5th page is provided with the 2D drawing object 711 completed by the user, and the user sees the 2D drawing object 711 and provides information on the 3D simulation space 713 (eg, the painting device 700a), the ventilation device ( 700b), and the position of the third awning of the general furniture 700c) can be confirmed. For example, the management server 100 may display an object 712 for selecting a specific location on the 2D drawing object 711 and provide a part of the 3D simulation space 713 corresponding to the specific location. When receiving an input for changing the position of the object 712 from the electronic device 200 , the management server 100 may provide a part of the 3D simulation space 713 corresponding to the changed position. Alternatively, without being limited to what has been described, the management server 100 may provide a view for viewing the entire 3D simulation space 713 on the fifth page.

According to one embodiment, the management server 100 based on the positions of the painting device 700a, the ventilation device 700b, and the general furniture 700c on the 3D simulation space 713 of the fifth page, intake/exhaust Information on the path L1 may be displayed. For example, a path connecting a location where air is discharged from a location where pollutants are generated to an outdoor location may be analyzed as an intake/exhaust route. The management server 100 may recognize the 3D location of the painting device 700a as a location where the pollutants are generated, and identify the 3D location of the ventilation device 700b as a location at which the air flows out. . As a result, the simulation space providing module 123 identifies a 3D path connecting the 3D position of the painting device and the 3D position of the ventilation device, and the 3D path identified in consideration of the influence of other general furniture 700c By correcting , as a result, the intake/exhaust path L1 can be identified, and the intake/exhaust path L1, which is a corresponding three-dimensional path, can be displayed on the 3D simulation space 713 .

According to an embodiment, as shown in 701 of FIG. 7 , when the intake/exhaust path L1 is not properly formed, the management server 100 determines that the intake/exhaust path L1 is unfinished 3D. Displaying the simulation space 713 allows the user to change the arrangement of devices or furniture. For example, in the management server 100, one end of the intake/exhaust path L1 is not connected to the painting device 700a and/or the other end of the intake/exhaust path L1 is connected to the ventilation device 700b. If not, it may be identified that the intake/exhaust path L1 is incomplete.

According to an embodiment, the management server 100 changes the properties of a device or furniture that makes the intake/exhaust path L1 unfinished on the 3D simulation space 713 (eg, a change in height, or a change in location). change) may be received, and properties of devices or furniture in the 3D simulation space 713 may be changed based on the received input. For example, the attribute may include a location and a size (eg, height and area). Referring to 702 of FIG. 7 , when receiving an input for changing (eg, decreasing) the height of the general furniture 700b from the electronic device 200 , the management server 100 is disposed in the 3D simulation space 713 . The normal furniture 700c may be changed to a general furniture 720 having the same type (eg, a drawer) as the general furniture 700c but having a changed height. Referring to 703 of FIG. 7 , when the management server 100 receives an input for changing the position of the ventilation device 700b from the electronic device 200, the ventilation device disposed in the 3D simulation space 713 ( 700b) can be changed to a changed position. At this time, the management server 100 determines that when the type of object to be changed is a device (eg, a painting device, a ventilation device) that affects the intake/exhaust path L1, the intake/exhaust path L1 is completed. The position of the target to be changed may be displayed in the 3D simulation space 713 to be recommended.

According to an embodiment, the management server 100 may re-identify the intake/exhaust paths L2 and L3 according to a change in the location of the device and/or furniture, and update and display it in the 3D simulation space 713 . .

According to an embodiment, when the intake/exhaust paths L2 and L3 are completed, the management server 100 may display an object 750 for inquiring whether to confirm the 3D simulation space on the fifth page. there is.

According to an embodiment, when receiving a confirmation message for the 3D simulation space from the electronic device in operation 406 , the management server 100 may provide information on a design drawing and an estimate corresponding to the determined 3D simulation space. . When an input for the object 750 is received, the management server 100 generates a 2D drawing and/or a 3D drawing for a design corresponding to the completed 3D simulation space, and provides it to the electronic device 200 . can In addition, the management server 100 may calculate an estimate by adding up the cost of devices disposed in the completed 3D simulation space, the cost for disposing the devices, and other interior costs, and provide it to the electronic device 200 . .

According to an embodiment, when the management server 100 receives the labor delegation contract from the electronic device 200, as shown in 502 of FIG. 5, based on the 2D drawing and/or the 3D drawing generated It can also be performed on behalf of the interior of the workshop. In this case, the management server 100 may request a contract having a legal effect from the electronic device 200 .

3.2 Second embodiment <An embodiment of recommending a 3D simulation space based on an artificial intelligence model>

Since the operations of the above-described simulation information providing system can be applied mutatis mutandis to the second embodiment, a redundant description will be omitted.

According to an embodiment, the management server 100 uses an artificial intelligence model implemented in advance based on drawing information accumulated in the management server 100 , work information, and information on the completed 3D simulation space, the electronic device (200) may provide information about the 3D simulation space.

8 is a flowchart for explaining another example of the operation of the simulation information providing system according to an embodiment of the present application. According to various embodiments, the operation of the simulation information providing system is not limited to the order of the operations illustrated in FIG. 8 , and may be performed in an order different from the illustrated order. In addition, according to various embodiments, more operations than the operation of the simulation information providing system shown in FIG. 8 or at least one less operation may be performed. Hereinafter, FIG. 8 will be described with reference to FIGS. 9 to 10 .

9 is a diagram for explaining an example of an operation of generating an artificial intelligence model for recommending a 3D simulation space of the management server 100 according to an embodiment of the present application. 10 illustrates an example of an operation of calculating an economic effect using an artificial intelligence model of the management server 100 and providing information about a 3D simulation space to the electronic device 200 according to an embodiment of the present application It is a drawing for

According to an embodiment, the management server 110 obtains at least some of the drawing information, work information, and information about the completed simulation space pre-stored in the management server in operation 801, and based on the information obtained in operation 802 As a result, an artificial intelligence model for recommending a simulation space can be trained. For example, as described above in the “first embodiment,” the management server 100 provides the interface to the electronic device 200, and thus the drawing information and work information collected and the 3D completed by the user corresponding thereto. Information on the simulation space may be accumulated in the database 130 in a form related to each other. As described above with reference to FIG. 3 , the information on the completed 3D simulation space includes information about devices (eg, a painting device, a ventilation device) disposed in the 3D simulation space, and/or information on the location of each general furniture (eg, 3). information about the dimensional position). Hereinafter, an example of the operation of generating the artificial intelligence model 900 based on the big data accumulated in the database 116 of the management server 110 will be described.

In one embodiment, first, the management server 100 is stored in an associated form from the database 130 to generate the artificial intelligence model 900, among drawing information, work information, and information about the completed 3D simulation space, some Only information can be extracted. For example, the management server 100 may acquire from the database 130 only information corresponding to the workshop in which the actual workshop operation result is within the top 10%. For example, after the simulation space is completed, the management server 100 periodically transmits a push message inquiring about performance to the electronic device 200 , and provides information on the performance from the electronic device 200 based on the message. can receive The management server 100 may store and manage the information on the performance in a form related to the database 130 in the drawing information, work information, and information on the completed 3D simulation space.

In one embodiment, the management server 100 processes drawing information, work information, and information about the completed 3D simulation space into a form that can be learned (eg, text information such as information on an inflow path or exposure location in a matrix It can be assigned to a specific value that can be operated on). For example, the management server 100 may convert drawing information (eg, 2D drawing, 3D drawing) into a specific value. Also, for example, the management server 100 may convert work information (eg, purpose of use, work object) into a specific value. Also, for example, the management server 100 stores information about the devices (eg, a painting device, a ventilation device) placed in the 3D simulation space, and/or the location of each general household (eg, information about a three-dimensional location). It can be converted to a specific value.

In one embodiment, the management server 100 may generate the artificial intelligence model 900 by using the pre-processed drawing information, the work information, and the information about the completed 3D simulation space as training data (training data). For example, the management server 100 sets information about the influencers (eg, drawing information, work information) as input data, and information about the 3D simulation space (eg, in the 3D simulation space). By setting the placed devices (eg, painting device, ventilation device), and/or information on the location of each general household (eg, information on the three-dimensional location)) as output data, various types of artificial Learning (eg, parameter (eg, weight learning 930 )) may be performed based on the intelligent learning algorithm. The artificial intelligence learning algorithm includes various types of well-known machine learning and deep learning ( deep learning) algorithm, so a detailed description is omitted For example, the management server 100 corresponds to the input drawing information and work information, and a specific device (eg, device A, device B) in the 3D simulation space. It is possible to perform an operation of assigning weights to positions where the device and device C) are arranged The artificial intelligence model 900 generated as a result of the learning calculates the input specific drawing information and specific task information 941 . It may include layers including weight values for /or it may be implemented to finally output weight information 942 for the location of each household.

According to an embodiment, the management server 100 obtains the first drawing information and the first job information from the electronic device 200 in operation 803 , and creates the first drawing information and the first job information in operation 804 . A 3D simulation space may be generated by arranging devices and/or furniture based on information input and output to the intelligent model, and an interface including the 3D simulation space generated in operation 805 may be transmitted to the electronic device. For example, as shown in 1001 of FIG. 10 , the management server 100 receives specific drawing information (eg, first drawing information) and a specific task from the electronic device 200 through an interface provided to the electronic device 200 . Information (eg, first job information) may be received. Since the operation of receiving the information may be performed as described in the "first embodiment", a redundant description will be omitted. The management server 100 inputs specific drawing information (eg, first drawing information) and specific job information (eg, first job information) 1021 to the artificial intelligence model 900 as shown in 1002 of FIG. 10 . By doing so, weight information 1022 for location by device and/or household (eg, location a1 and location a2 associated with device A, location b1 and location b2 associated with device B, location c1 and location c2 associated with device C, D d1 location and d2 location) associated with the device may be obtained. The management server 100 determines a specific location of a specific device having the highest weight for each device type (e.g., a painting device, a ventilation device) and general furniture (not shown) (eg, device A among the painted devices is placed at position a2, a ventilation device) The 3D simulation space can be completed by identifying the middle D device (placed at position d2) and placing a specific device at a specific location on the 3D simulation space. The management server 100 may provide information on the completed 3D simulation space to the electronic device 200 as illustrated in 1003 of FIG. 10 .

As a result, the management server 100 provides the electronic device 200 with information on the 3D simulation space implemented based on the studio having high sales performance, so that the user can more efficiently design the workshop.

The operation according to the embodiment of the present invention can be implemented as a computer-readable program or code on a computer-readable recording medium. The computer-readable recording medium includes all types of recording devices in which data that can be read by a computer system is stored. In addition, the computer-readable recording medium may be distributed in a network-connected computer system to store and execute computer-readable programs or codes in a distributed manner.

In addition, the computer-readable recording medium may include a hardware device specially configured to store and execute program instructions, such as ROM, RAM, and flash memory. The program instructions may include not only machine language codes such as those generated by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like.

Although some aspects of the invention have been described in the context of an apparatus, it may also represent a description according to a corresponding method, wherein a block or apparatus corresponds to a method step or feature of a method step. Similarly, aspects described in the context of a method may also represent a corresponding block or item or a corresponding device feature. Some or all of the method steps may be performed by (or using) a hardware device such as, for example, a microprocessor, programmable computer or electronic circuit. In some embodiments, one or more of the most important method steps may be performed by such an apparatus.

In embodiments, a programmable logic device (eg, a field programmable gate array) may be used to perform some or all of the functions of the methods described herein. In embodiments, the field programmable gate array may operate in conjunction with a microprocessor to perform one of the methods described herein. In general, the methods are preferably performed by some hardware device.

Although the above has been described with reference to the preferred embodiment of the present invention, those skilled in the art can variously modify and change the present invention within the scope without departing from the spirit and scope of the present invention as described in the claims below. You will understand that it can be done.

Claims (15)

As a method of operating a server,
Receiving drawing information and work information from the connected electronic device, wherein the drawing information includes two-dimensional and/or three-dimensional drawing information on a place where a user of the electronic device will enter a workshop, The work information includes information about the purpose of use of the workshop and/or the type of work object,
providing, to the electronic device, an interface including a 3D simulation space generated based on the drawing information and the job information, wherein the 3D simulation space includes a painting device associated with at least a part of the job information , ventilation devices, and/or general furniture are arranged;
displaying an intake/exhaust path identified based on the location of the painting device, the ventilation device, and/or the general furniture on the 3D simulation space; represents a three-dimensional air path through which a material that can be generated by the painting device flows out through the ventilation device on the three-dimensional simulation space,
When receiving an input for determining the 3D simulation space from the electronic device, providing information on drawings and estimates for designing the 3D simulation space to the electronic device;
identifying the intake/exhaust path based on the location of the painting device, the location of the ventilation device, and the location of the general furniture disposed on the 3D simulation space;
determining whether the intake/exhaust path is complete; and
based on the completion of the intake/exhaust path, providing, to the electronic device, a graphic user interface for receiving the confirmation of the three-dimensional simulation space to the electronic device;
Including; generating an artificial intelligence model by using a plurality of drawing information stored in association with the server, a plurality of work information, and information on a plurality of completed three-dimensional simulation spaces as training data; Each of the space information in the dimensional simulation includes information on the location of each specific device disposed in a specific 3D simulation space, and the artificial intelligence model responds to receiving specific drawing information and specific task information, is set to output a weight for the positions of each of the painting devices, the plurality of intake devices, or the plurality of general furniture,
The plurality of painting devices and the plurality of intake devices are received in response to receiving the drawing information and the job information from the electronic device, and outputting the drawing information and the job information to the artificial intelligence model , or identifying first weights for locations of the plurality of general households; and
generating the 3D simulation space based on the first weights;
identifying, based on the first weights, a second highest weight associated with a painting apparatus, a third highest weight associated with an intake apparatus, and a fourth highest weight associated with general furniture;
The three-dimensional simulation space by arranging the painting device, the air intake device, and the general furniture based on a position corresponding to the second weight, a position corresponding to the third weight, and a position corresponding to the fourth weight Including;
identifying a change in the position of a first device disposed in the three-dimensional simulation space;
determining whether the intake/exhaust path is complete based on the change in the position of the first device; and
When the intake/exhaust path is not completed, displaying information for recommending a change of a location of a second device different from the first device on the 3D simulation space;
identifying a weight next to a highest weight associated with the second device based on the first weights; and
Including; identifying a location corresponding to the weight of the next priority as the recommended location of the second device;
how it works. The method of claim 1,
providing, to the electronic device, a page including a drawing object corresponding to the drawing information and a plurality of items corresponding to a plurality of painting devices, a plurality of ventilation devices, and/or a plurality of general furniture; and, each of the plurality of items is implemented to be disposed on the drawing object, and is implemented to have a specific size,
A position of the drawing object of the painting device, the ventilation device, and/or the general furniture corresponding to the at least part based on receiving an input for placing at least some of the plurality of items on the drawing object generating the three-dimensional simulation space by arranging the painting device, the ventilation device, and/or the general furniture in a three-dimensional position corresponding to
how it works. delete delete delete The method of claim 1,
Acquiring information on the plurality of drawing information, the plurality of work information, and the completed plurality of three-dimensional simulation spaces of the highest designated ranking among the information accumulated in the server; doing,
how it works. As a server,
communication circuit; and
a control circuit, comprising:
Receive drawing information and work information from the electronic device connected through the communication circuit, wherein the drawing information includes two-dimensional and/or three-dimensional drawing information on a place where a user of the electronic device will enter a workshop, The work information includes information about the purpose of use of the workshop and/or the type of work object,
An interface including a 3D simulation space generated based on the drawing information and the job information is provided to the electronic device, and the 3D simulation space includes a painting device, a ventilation device, and a ventilator associated with at least a part of the job information; / or general furniture is placed,
an intake/exhaust path identified based on the positions of the painting device, the ventilation device, and/or the general furniture is displayed on the 3D simulation space, and at least a part of the intake/exhaust path is formed in the 3D simulation space represents a three-dimensional air path through which the material that can be generated by the painting device flows out through the ventilation device on the top,
When receiving an input for determining the 3D simulation space from the electronic device, it is configured to provide information on drawings and estimates for designing the 3D simulation space to the electronic device,
identify the intake/exhaust path based on the location of the painting device disposed on the three-dimensional simulation space, the location of the ventilation device, and the location of the general furniture;
It is determined whether the intake/exhaust path is complete,
based on the completion of the intake/exhaust path, providing a graphical user interface for receiving a confirmation of the three-dimensional simulation space to the electronic device;
A plurality of drawing information stored to be related to the server, a plurality of work information, and information on a plurality of completed three-dimensional simulation spaces are used as training data to generate an artificial intelligence model, and the plurality of three-dimensional simulations are performed in space. Each of the information about the information includes information on the location of each specific device disposed in a specific 3D simulation space, and the artificial intelligence model responds to receiving specific drawing information and specific job information, a plurality of painting devices, set to output weights for positions of a plurality of intake devices or a plurality of general furniture,
The plurality of painting devices and the plurality of intake devices are received in response to receiving the drawing information and the job information from the electronic device, and outputting the drawing information and the job information to the artificial intelligence model , or identify the first weights for the locations of the plurality of general households,
generating the three-dimensional simulation space based on the first weights;
identify, based on the first weights, a second highest weight associated with a painting device, a third highest weight associated with an intake device, and a fourth highest weight associated with general furniture;
The three-dimensional simulation space by arranging the painting device, the air intake device, and the general furniture based on a position corresponding to the second weight, a position corresponding to the third weight, and a position corresponding to the fourth weight create,
identifying a change in the position of the first device disposed in the three-dimensional simulation space;
Based on the change in the position of the first device, it is determined whether the intake/exhaust path is complete,
When the intake/exhaust path is not completed, information for recommending a change in a location of a second device different from the first device is displayed on the 3D simulation space,
based on the first weights, identify a weight next to a highest weight associated with the second device;
identifying a location corresponding to the weight of the next priority as a recommended location of the second device;
server. 8. The method of claim 7,
The control circuit is:
A page including a drawing object corresponding to the drawing information and a plurality of items corresponding to a plurality of painting devices, a plurality of ventilation devices, and/or a plurality of general furniture is provided to the electronic device, and the plurality of Each of the items is implemented to be disposed on the drawing object, and implemented to have a specific size,
A position of the drawing object of the painting device, the ventilation device, and/or the general furniture corresponding to the at least part based on receiving an input for placing at least some of the plurality of items on the drawing object generating the three-dimensional simulation space by arranging the painting device, the ventilation device, and/or the general furniture in a three-dimensional position corresponding to
server. 8. The method of claim 7,
The control circuit is:
Obtaining information on the plurality of drawing information, the plurality of work information, and the completed plurality of three-dimensional simulation spaces of the highest designated ranking among the information accumulated in the server,
server. As a computer-readable recording medium recording a program for executing a simulation providing method associated with a workshop performed on a server,
The method of providing simulations related to the workshop,
Receiving drawing information and work information from the connected electronic device, wherein the drawing information includes two-dimensional and/or three-dimensional drawing information on a place where a user of the electronic device will enter a workshop, The work information includes information about the purpose of use of the workshop and/or the type of work object,
providing, to the electronic device, an interface including a 3D simulation space generated based on the drawing information and the job information, wherein the 3D simulation space includes a painting device associated with at least a part of the job information , ventilation devices, and/or general furniture are arranged;
displaying an intake/exhaust path identified based on the location of the painting device, the ventilation device, and/or the general furniture on the 3D simulation space; represents a three-dimensional air path through which a material that can be generated by the painting device flows out through the ventilation device on the three-dimensional simulation space,
When receiving an input for determining the 3D simulation space from the electronic device, providing information on drawings and estimates for designing the 3D simulation space to the electronic device;
identifying the intake/exhaust path based on the location of the painting device, the location of the ventilation device, and the location of the general furniture disposed on the 3D simulation space;
determining whether the intake/exhaust path is complete; and
based on the completion of the intake/exhaust path, providing, to the electronic device, a graphic user interface for receiving the confirmation of the three-dimensional simulation space to the electronic device;
Including; generating an artificial intelligence model by using a plurality of drawing information stored in association with the server, a plurality of work information, and information on a plurality of completed three-dimensional simulation spaces as training data; Each of the space information in the dimensional simulation includes information on the location of each specific device disposed in a specific 3D simulation space, and the artificial intelligence model responds to receiving specific drawing information and specific task information, is set to output a weight for the positions of each of the painting devices, the plurality of intake devices, or the plurality of general furniture,
The plurality of painting devices and the plurality of intake devices are received in response to receiving the drawing information and the job information from the electronic device, and outputting the drawing information and the job information to the artificial intelligence model , or identifying first weights for locations of the plurality of general households; and
generating the 3D simulation space based on the first weights;
identifying, based on the first weights, a second highest weight associated with a painting apparatus, a third highest weight associated with an intake apparatus, and a fourth highest weight associated with general furniture;
The three-dimensional simulation space by arranging the painting device, the air intake device, and the general furniture based on a position corresponding to the second weight, a position corresponding to the third weight, and a position corresponding to the fourth weight Including;
identifying a change in the position of a first device disposed in the three-dimensional simulation space;
determining whether the intake/exhaust path is complete based on the change in the position of the first device; and
When the intake/exhaust path is not completed, displaying information for recommending a change of a location of a second device different from the first device on the 3D simulation space;
identifying a weight next to a highest weight associated with the second device based on the first weights; and
Including; identifying a location corresponding to the weight of the next priority as the recommended location of the second device;
computer readable recording medium. 11. The method of claim 10,
The method of providing simulations related to the workshop,
providing, to the electronic device, a page including a drawing object corresponding to the drawing information and a plurality of items corresponding to a plurality of painting devices, a plurality of ventilation devices, and/or a plurality of general furniture; and, each of the plurality of items is implemented to be disposed on the drawing object, and is implemented to have a specific size,
A position of the drawing object of the painting device, the ventilation device, and/or the general furniture corresponding to the at least part based on receiving an input for placing at least some of the plurality of items on the drawing object generating the three-dimensional simulation space by arranging the painting device, the ventilation device, and/or the general furniture in a three-dimensional position corresponding to
computer readable recording medium. 11. The method of claim 10,
The method of providing simulations related to the workshop,
Acquiring information on the plurality of drawing information, the plurality of work information, and the completed plurality of three-dimensional simulation spaces of the highest designated ranking among the information accumulated in the server; doing,
computer readable recording medium. As a program stored in a computer-readable recording medium to perform a simulation providing method associated with the workshop in the server,
The method of providing simulations related to the workshop,
Receiving drawing information and work information from the connected electronic device, wherein the drawing information includes two-dimensional and/or three-dimensional drawing information on a place where a user of the electronic device will enter a workshop, The work information includes information about the purpose of use of the workshop and/or the type of work object,
providing, to the electronic device, an interface including a 3D simulation space generated based on the drawing information and the job information, wherein the 3D simulation space includes a painting device associated with at least a part of the job information , ventilation devices, and/or general furniture are arranged;
displaying an intake/exhaust path identified based on the location of the painting device, the ventilation device, and/or the general furniture on the 3D simulation space; represents a three-dimensional air path through which a material that can be generated by the painting device flows out through the ventilation device on the three-dimensional simulation space,
When receiving an input for determining the 3D simulation space from the electronic device, providing information on drawings and estimates for designing the 3D simulation space to the electronic device;
identifying the intake/exhaust path based on the location of the painting device, the location of the ventilation device, and the location of the general furniture disposed on the 3D simulation space;
determining whether the intake/exhaust path is complete; and
based on the completion of the intake/exhaust path, providing, to the electronic device, a graphic user interface for receiving the confirmation of the three-dimensional simulation space to the electronic device;
Including; generating an artificial intelligence model by using a plurality of drawing information stored in association with the server, a plurality of work information, and information on a plurality of completed three-dimensional simulation spaces as training data; Each of the space information in the dimensional simulation includes information on the location of each specific device disposed in a specific 3D simulation space, and the artificial intelligence model responds to receiving specific drawing information and specific task information, is set to output a weight for the positions of each of the painting devices, the plurality of intake devices, or the plurality of general furniture,
The plurality of painting devices and the plurality of intake devices are received in response to receiving the drawing information and the job information from the electronic device, and outputting the drawing information and the job information to the artificial intelligence model , or identifying first weights for locations of the plurality of general households; and
generating the 3D simulation space based on the first weights;
identifying, based on the first weights, a second highest weight associated with a painting apparatus, a third highest weight associated with an intake apparatus, and a fourth highest weight associated with general furniture;
The three-dimensional simulation space by arranging the painting device, the air intake device, and the general furniture based on a position corresponding to the second weight, a position corresponding to the third weight, and a position corresponding to the fourth weight Including;
identifying a change in the position of a first device disposed in the three-dimensional simulation space;
determining whether the intake/exhaust path is complete based on the change in the position of the first device; and
When the intake/exhaust path is not completed, displaying information for recommending a change of a location of a second device different from the first device on the 3D simulation space;
identifying, based on the first weights, a weight next to a highest weight associated with the second device; and
Including; identifying a location corresponding to the weight of the next priority as a recommended location of the second device;
A program stored on a computer-readable recording medium. 14. The method of claim 13,
The method of providing simulations related to the workshop,
providing, to the electronic device, a page including a drawing object corresponding to the drawing information and a plurality of items corresponding to a plurality of painting devices, a plurality of ventilation devices, and/or a plurality of general furniture; and, each of the plurality of items is implemented to be disposed on the drawing object, and is implemented to have a specific size,
A position of the drawing object of the painting device, the ventilation device, and/or the general furniture corresponding to the at least part based on receiving an input for placing at least some of the plurality of items on the drawing object generating the three-dimensional simulation space by arranging the painting device, the ventilation device, and/or the general furniture in a three-dimensional position corresponding to
A program stored on a computer-readable recording medium. 14. The method of claim 13,
The method of providing simulations related to the workshop,
Acquiring information on the plurality of drawing information, the plurality of work information, and the completed plurality of three-dimensional simulation spaces of the highest designated ranking among the information accumulated in the server; doing,
A program stored on a computer-readable recording medium.

Images