KR102461963B1 - Artificial intelligence-based on-site car wash information provision and vehicle door device control method, device and system - Google Patents

Abstract

A method for providing mobile car wash information based on artificial intelligence and controlling a vehicle door device according to an embodiment comprises the steps of: transmitting a request for inputting vehicle wash information to a user terminal logged in with a user account; receiving, from a user terminal, vehicle wash information as a response to a request for inputting vehicle wash information; generating mobile car wash reservation information including information on at least one car wash staff in charge from among a plurality of car wash staffs in charge, based on the car wash vehicle information; transmitting mobile car wash reservation information to the user terminal; obtaining approval for a mobile car wash reservation from the user terminal; designating a car wash staff in charge based on the approval of the mobile car wash reservation; generating mobile car wash matching information through a terminal of the car wash staff in charge; providing mobile car wash reservation information corresponding to mobile car wash matching information to the terminal of the car wash staff in charge; generating a vehicle access authority including a function for the user terminal to control a vehicle; transmitting, by the terminal of the staff in charge, an authentication request including an identifier of a user's vehicle and car wash reservation information to the user terminal; obtaining approval for the authentication request from the user terminal; if approval for the authentication request is obtained, transmitting the vehicle access authority to the terminal of the staff in charge; controlling the user's vehicle based on the vehicle access authority by the terminal of the staff in charge; deactivating the vehicle access authority received from the terminal of the staff in charge when the mobile car wash is completed; and extracting and updating an evaluation score for mobile car wash satisfaction from the user terminal after completion of the mobile car wash. The precise matching is possible.

Description

AI-based business trip car wash information provision and vehicle door device control method, device and system

The following embodiments relate to a technology for deriving a method for providing information on a business trip car wash based on artificial intelligence and controlling a vehicle door device.

With the current situation in which the number of vehicles per household is increasing, the demand for vehicle management is gradually increasing.

Vehicles need to be washed and maintained regularly, but there are not many examples of vehicle owners owning a garage, and it is usually done in front of a house or parking lot. There are problems in that it is not easy to make a special time for car washing in a busy modern society, and it is not easy to wash the car yourself with labor, and miss a car wash cycle suitable for the vehicle.

Accordingly, in the prior art, 'Location-based car aftermarket service system' of Publication No. 10-2019-0134915, 'Business trip car wash brokerage method and business trip car wash mediation device' of Publication No. 10-2017-0110342, Publication number 10-2006-0098112 Although 'a method of providing a business trip car wash service using a wide area phone' has been disclosed, all of the above problems are still not improved.

(Patent Document 1) Republic of Korea Patent Publication No. 10-2019-0134915 (published on Dec. 5, 2019)

(Patent Document 2) Republic of Korea Patent Publication No. 10-2017-0110342 (published on October 11, 2017)

(Patent Document 3) Republic of Korea Patent Publication No. 10-2006-0098112 (published on September 18, 2006)

(Patent Document 4) Republic of Korea Patent Publication No. 10-2018-0078804 (published on July 10, 2018)

Embodiments try to precisely match a person in charge suitable for the requirements of a user who requests a business trip car wash based on artificial intelligence.

Embodiments aim to provide a technology for remotely controlling a process of opening and closing a vehicle door during a business trip car wash while maintaining security while granting mutual trust in a business trip car wash service.

Embodiments are intended to provide a high quality business trip car wash service to the user through evaluation of the person in charge of the business trip car wash.

Objects of the present invention are not limited to the objects mentioned above, and other objects not mentioned will be clearly understood from the description below.

According to one embodiment, there is provided an AI-based method for providing travel car wash information and controlling a vehicle door device, the method comprising: transmitting, by a server, a car wash vehicle information input request to a user terminal logged in as a user account; receiving car wash vehicle information, which is a response to the request for inputting the car wash vehicle information, from a user terminal; generating business trip car wash reservation information including information on at least one car wash manager among a plurality of car wash managers based on the car wash vehicle information; transmitting the business trip car wash reservation information to the user terminal; obtaining approval for the business trip car wash reservation from the user terminal; designating a car wash manager based on approval of the business trip car wash reservation; generating business trip car wash matching information with a terminal in charge of the car wash person in charge; providing business trip car wash reservation information corresponding to the business trip car wash matching information to the person in charge terminal; generating, by the user terminal, a vehicle access right including a function to control the vehicle; transmitting, by the person in charge terminal, an authentication request including the identifier of the user's vehicle and the business trip car wash reservation information to the user terminal; obtaining approval for the authentication request from the user terminal; when obtaining approval for the authentication request, transmitting the vehicle access right to the terminal in charge; controlling, by the person in charge terminal, the user's vehicle based on the vehicle access authority; deactivating the vehicle access right received to the person in charge terminal when the business trip car wash is completed; and after the completion of the business trip car wash, extracting and updating the evaluation score for the business trip car wash satisfaction from the user terminal.

According to one embodiment, in the AI-based business trip car wash information provision and vehicle door device control method, a plurality of car wash vehicle information from the car wash vehicle information - The plurality of car wash vehicle information includes a manufacturer, a model name, a vehicle parking area, extracting - including at least one of a desired car wash type, a car wash option, and a car wash date and time; extracting a list of first person in charge including at least one car wash manager who does not have a preset car wash date and time identical to the car wash date and time from among the plurality of car wash managers; extracting a second person in charge list including at least one car wash person in charge in the same constituency as the location corresponding to the vehicle parking area from the first person in charge list; sequentially selecting at least one car wash manager from the list of the second person in charge according to an evaluation score for a plurality of business trip car wash satisfaction levels; The method may further include generating the business trip car wash reservation information including the car wash manager information and the car wash vehicle information.

In the AI-based on-site car wash information provision and vehicle door device control method, the method comprising: transmitting, to the user terminal, a push message requesting feedback on satisfaction with the on-site car wash service quality after the on-site car wash is completed; extracting the satisfaction of the business trip car wash including one of 5 or less natural numbers with respect to the business trip car wash from the user terminal; updating the overall satisfaction of the car wash manager based on a value added to the received overall satisfaction of the car wash manager and the total satisfaction of the car wash manager; dividing the updated overall satisfaction level by the number of times the car wash manager is in charge of car washing, and extracting and updating the evaluation score with the extracted value; and storing the updated evaluation score in a server.

In the AI-based on-site car wash information provision and vehicle door device control method, the method comprising: receiving, by the user terminal, a car wash start message from the person in charge terminal indicating that a business trip car wash has started; recording in the server that the business trip car wash has started; recording from the terminal in charge to the server that the business trip car wash has ended; requesting, by the server, a message for completing the business trip car wash and an approval for terminating the business trip car wash to the user terminal; receiving, by the server, an approval to end a business trip car wash from the user terminal; recording, by the server, that the business trip car wash has ended; and determining the cost to be paid by the user and the cost to be paid by the car wash manager based on the business trip car wash start record, the business trip car wash end record, and the business trip car wash reservation information.

In the AI-based business trip car wash information provision and vehicle door device control method, the method comprising: checking weather information on the user's vehicle driving area, the user's vehicle driving history, and the user's vehicle washing history; calculating a first car wash index by applying a preset first weight to the user's vehicle driving history; calculating a second car wash index by applying a preset second weight to the user car wash history; calculating a car wash index for the user by summing the first car wash index and the second car wash index; When the car wash index is equal to or greater than a preset car wash index, a first list based on weather information on the user's vehicle driving area - The first list includes a plurality of dates for a recommended car wash time and detailed time information for each of the plurality of dates Im- creating ; and transmitting a car wash time recommendation message to the user terminal based on the first list.

According to an embodiment, the identifier of the user's vehicle includes numbers and letters written on the license plate, and is composed of a first identifier and a second identifier, and the step of transmitting the vehicle access right to the person in charge terminal is the person in charge terminal transmitting one of the first identifier and the second identifier to receiving, from the person in charge terminal, any one of the identifiers received by the person in charge terminal from the person in charge terminal, when the person in charge terminal approaches the user's vehicle; transmitting information corresponding to the received remaining identifiers to the user terminal; and transmitting the vehicle access right generated by the user terminal to the person in charge terminal in response to the information corresponding to the remaining identifier.

According to an embodiment, a method for providing car wash information on a business trip based on artificial intelligence and controlling a vehicle door device includes: receiving image information from a plurality of cameras; generating tag information corresponding to the image information; receiving first request information including first object information, first time information, and first place information from the person in charge terminal; extracting first result image information corresponding to the first request information from among the image information; generating second request information including second object information, second time information, and second place information based on the tag information included in the first result image information; selecting a second camera located within a preset threshold distance range based on the location information of the first camera that has photographed the first result image information; extracting second result image information corresponding to the second request information from the image information received from the second camera; calculating the moving direction of the person in charge corresponding to the first object information based on the first result image information; Based on the moving direction and the position information of the second camera, when the position of the second camera is located before the first camera with respect to the moving direction, the first time of the second result image information When only the image shifted to the past by a preset shift time range is extracted from the information to generate third result image information, and the position of the second camera is located after the first camera with respect to the moving direction, the generating third result image information by extracting only the image shifted forward by the shift time range from the first time information among the second result image information; and transmitting the first result image information, the second result image information, and the third result image information to the user terminal.

Embodiments may precisely match a person in charge suitable for the requirements of a user requesting a business trip car wash based on artificial intelligence.

Embodiments may provide a technology for remotely controlling a process of opening and closing a door of a vehicle during a business trip car wash while maintaining security and mutually granting trust in the business trip car wash service.

Embodiments may provide a high quality business trip car wash service to the user through evaluation of the person in charge of the business trip car wash.

On the other hand, the effects according to the embodiments are not limited to those mentioned above, and other effects not mentioned will be clearly understood by those of ordinary skill in the art from the following description.

1 is an exemplary diagram of a configuration of a system according to an embodiment.
FIG. 2 is a flowchart for explaining a procedure of providing artificial intelligence-based business trip car wash information and controlling a vehicle door device according to an exemplary embodiment.
3 is a flowchart illustrating a process of generating business trip car wash reservation information according to an exemplary embodiment.
4 is a flowchart illustrating a process of calculating and updating an evaluation score for the business trip car wash satisfaction according to an exemplary embodiment.
5 is a flowchart illustrating a process of recording a business trip car wash and determining a cost according to an exemplary embodiment.
6 is a flowchart illustrating a process of recommending a car washing time of a user's vehicle according to an exemplary embodiment.
7 is an exemplary diagram of a configuration of an apparatus according to an embodiment.

Hereinafter, embodiments will be described in detail with reference to the accompanying drawings. However, since various changes may be made to the embodiments, the scope of the patent application is not limited or limited by these embodiments. It should be understood that all modifications, equivalents and substitutes for the embodiments are included in the scope of the rights.

Specific structural or functional descriptions of the embodiments are disclosed for purposes of illustration only, and may be changed and implemented in various forms. Accordingly, the embodiments are not limited to a specific disclosure form, and the scope of the present specification includes changes, equivalents, or substitutes included in the technical spirit.

Although terms such as first or second may be used to describe various elements, these terms should be interpreted only for the purpose of distinguishing one element from another. For example, a first component may be termed a second component, and similarly, a second component may also be termed a first component.

When a component is referred to as being “connected” to another component, it may be directly connected or connected to the other component, but it should be understood that another component may exist in between.

Terms used in the examples are used for the purpose of description only, and should not be construed as limiting. The singular expression includes the plural expression unless the context clearly dictates otherwise. In the present specification, terms such as “comprise” or “have” are intended to designate that a feature, number, step, operation, component, part, or combination thereof described in the specification exists, but one or more other features It is to be understood that this does not preclude the possibility of the presence or addition of numbers, steps, operations, components, parts, or combinations thereof.

Unless defined otherwise, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which the embodiment belongs. Terms such as those defined in a commonly used dictionary should be interpreted as having a meaning consistent with the meaning in the context of the related art, and should not be interpreted in an ideal or excessively formal meaning unless explicitly defined in the present application. does not

In addition, in the description with reference to the accompanying drawings, the same components are assigned the same reference numerals regardless of the reference numerals, and the overlapping description thereof will be omitted. In the description of the embodiment, if it is determined that a detailed description of a related known technology may unnecessarily obscure the gist of the embodiment, the detailed description thereof will be omitted.

The embodiments may be implemented in various types of products, such as personal computers, laptop computers, tablet computers, smart phones, televisions, smart home appliances, intelligent cars, kiosks, wearable devices, and the like.

1 is an exemplary diagram of a configuration of a system according to an embodiment.

An artificial intelligence-based business trip car wash information and vehicle door device control system according to an embodiment includes a server 101; responsible terminals 102; and user terminals 103 . a server 101 that provides artificial intelligence-based business trip car wash information and configures a vehicle door device control system; responsible terminals 102; and the user terminals 103 may be connected to a network to exchange data through wired/wireless communication.

“Business trip car wash reservation” may refer to a service that informs whether a vehicle driven by a user needs car wash, provides car wash location information when the user wants to wash a car, and allows a car wash reservation to be made.

Here, an application for communicating with the server 101 and the person in charge terminal 102 to provide the above-described car wash reservation service to the user may be installed and executed in the user terminal 103 .

The user terminal 103 may be implemented as a computer, a portable terminal, a television, a wearable device, etc. that can be connected to a remote server through the network N or connectable to other terminals and servers. Here, the computer includes, for example, a laptop equipped with a web browser, a desktop, a laptop, and the like, and the portable terminal is, for example, a wireless communication device that ensures portability and mobility. , PCS (Personal Communication System), PDC (Personal Digital Cellular), PHS (Personal Handyphone System), PDA (Personal Digital Assistant), GSM (Global System for Mobile communications), IMT (International Mobile Telecommunication)-2000, CDMA (Code) All kinds of handhelds such as Division Multiple Access)-2000, W-Code Division Multiple Access (W-CDMA), Wireless Broadband Internet (Wibro), Smart Phone, Mobile Worldwide Interoperability for Microwave Access (WiMAX), etc. It may include a (Handheld)-based wireless communication device. In addition, the television may include IPTV (Internet Protocol Television), Internet TV (Internet Television), terrestrial TV, cable TV, and the like. Furthermore, the wearable device is, for example, a type of information processing device that can be worn directly on the human body, such as watches, glasses, accessories, clothes, shoes, etc. can be connected with

The vehicle identifier may have unique identification information for distinguishing at least one vehicle. Here, 'unique identification information' may be a serial number assigned by a vehicle manufacturer or a combination of numbers or letters.

According to an embodiment, the identifier of the user's vehicle may include numbers and letters written on the license plate, and may be composed of a first identifier and a second identifier. The server 101 may transmit any one of the first identifier and the second identifier to the terminal in charge. When the person in charge terminal approaches the user's vehicle, the server 101 may receive any one of the identifiers from the person in charge terminal received from the person in charge terminal. The server 101 may transmit information corresponding to the received remaining identifiers to the user terminal. The server 101 may transmit the vehicle access right generated by the user terminal to the person in charge terminal in response to the information corresponding to the remaining identifiers.

According to an embodiment, the server 101 may receive image information from a plurality of cameras. The server 101 may generate tag information corresponding to the image information. The server 101 may receive the first request information including the first object information, the first time information, and the first place information from the person in charge terminal. The server 101 may extract first result image information corresponding to the first request information from among the image information.

The server 101 may generate the second request information including the second object information, the second time information, and the second place information based on the tag information included in the first result image information. The server 101 may select a second camera located within a preset threshold distance range based on the location information of the first camera that has captured the first result image information. The server 101 may extract second result image information corresponding to the second request information from the image information received from the second camera. The server 101 may calculate the moving direction of the person in charge corresponding to the first object information based on the first result image information. On the basis of the moving direction and the position information of the second camera, when the position of the second camera is located before the first camera with respect to the moving direction, the server 101 in the first time information of the second result image information Only an image shifted to the past by a preset shift time range may be extracted to generate third result image information.

When the position of the second camera is located after the first camera with respect to the moving direction, the server 101 extracts only the image shifted forward by the shift time range from the first time information among the second result image information to obtain a third Result image information can be generated. The server 101 may transmit the first result image information, the second result image information, and the third result image information to the user terminal.

The server 101 may be an own server owned by a person providing a service using the server 101; It may be a cloud server; It may be a peer-to-peer (p2p) set of distributed nodes.

The server 101 may be connected to various servers and user terminals existing on the web or application through a network. Here, the network may include a wired network and a wireless network. For example, the network may include various networks such as a local area network (LAN), a metropolitan area network (MAN), and a wide area network (WAN). The network may also include the well-known World Wide Web (WWW). However, the network according to an embodiment of the present invention is not limited to the above-listed networks, and may include at least a part of a well-known wireless data network, a well-known telephone network, and a well-known wired/wireless television network.

The person in charge terminal 102 may be a smartphone, tablet, computer, or the like. An application developed or distributed by a person or organization providing a service using the server 101 may be installed in the person in charge terminal 102 . The person in charge terminal 102 may perform functions related to business trip car wash matching and business trip car washing in conjunction with the corresponding application.

The user terminal 103 may be a smartphone, tablet, computer, or the like. An application developed or distributed by a person or organization providing a service using the server 101 may be installed in the user terminal 102 . The user terminal 103 may perform functions related to business trip car wash matching and business trip car washing in conjunction with the corresponding application.

FIG. 2 is a flowchart for explaining a procedure of providing artificial intelligence-based business trip car wash information and controlling a vehicle door device according to an exemplary embodiment.

3 is a flowchart illustrating a procedure of a method for generating business trip car wash reservation information according to an exemplary embodiment.

Referring to FIGS. 2 and 3 , first, in step S110 , the server 101 may transmit a car wash vehicle information input request to the user terminal 103 logged in as a user account. At this time, referring to step S210, a plurality of car wash vehicle information from the car wash vehicle information - The plurality of car wash vehicle information includes at least one of a manufacturer, a model name, a vehicle parking area, a desired car wash type, a car wash option, and a car wash date and time - can be extracted.

In step S110 , car wash vehicle information, which is a response to the request for inputting the car wash vehicle information, may be received from the user terminal 103 .

In step S120 , based on the car wash vehicle information, travel car wash reservation information including information of at least one car wash manager among a plurality of car wash managers may be generated, and the travel car wash reservation information may be transmitted to the user terminal 103 .

In step S120 , approval for the business trip car wash reservation is obtained from the user terminal 103 , a car wash manager is designated based on the approval for the business trip car wash reservation, and a business trip car wash is sent to the car wash manager's terminal 102 . It is possible to generate matching information and provide business trip car wash reservation information corresponding to the business trip car wash matching information to the terminal in charge 102 .

In generating the business trip car wash reservation information, in step S220 , a list of first person in charge including at least one car wash manager having no preset car wash date and time identical to the car wash date and time may be extracted from among the plurality of car wash managers.

In step S230, from the list of first persons in charge, a list of second persons in charge including at least one car wash person in charge in the same constituency as the location corresponding to the vehicle parking area may be extracted.

The location corresponding to the vehicle parking area may mean coordinate information including latitude, longitude, and altitude information based on the vehicle parking area input through the user terminal 103 . The user terminal 103 may operate a GPS for receiving the user's location information.

In step S240 , at least one car wash person in charge may be sequentially selected from the list of the second person in charge according to the order in which evaluation scores input from a plurality of users are high. Details of the evaluation score will be described with reference to FIG. 4 to be described later.

In step S250 , the business trip car wash reservation information including the car wash person information and the car wash vehicle information may be formed.

1, in step S130, the user terminal 103 creates a vehicle access right including a function to control the vehicle, and the person in charge terminal 102 uses the user vehicle identifier and the business trip. Transmitting an authentication request including car wash reservation information to the user terminal 103, obtaining approval for the authentication request from the user terminal 103, and obtaining approval for the authentication request, the vehicle access right may be transmitted to the person in charge terminal 102 .

In step S140, the person in charge terminal controls the user's vehicle based on the vehicle access authority, and when the business trip car wash is completed, the vehicle access authority received by the person in charge terminal may be inactivated.

In step S150, after the business trip car wash is completed, an evaluation score for the business trip car wash satisfaction may be extracted and updated from the user terminal. Details on this will be described in FIG. 4 to be described later.

4 is a flowchart illustrating a process of calculating and updating an evaluation score for the business trip car wash satisfaction according to an exemplary embodiment.

In the process of extracting and updating the evaluation score for the business trip car wash satisfaction, in step S310, after the business trip car wash is completed, a push message requesting feedback on the satisfaction of the business trip car wash service quality is transmitted to the user terminal 103 can

In step S320 , the satisfaction of the business trip car washing including one of 5 or less natural numbers with respect to the business trip car washing may be extracted from the user terminal 103 .

In step S330 , the overall satisfaction of the car wash manager may be updated based on a value obtained by adding the received satisfaction to the business trip car wash and the sum total satisfaction of the car wash manager.

In step S340 , the total satisfaction level may be divided by the number of times the car wash manager is in charge of car washing, and the evaluation score may be extracted and updated using the extracted value and stored in the server 101 .

5 is a flowchart illustrating a process of recording a business trip car wash and determining a cost according to an exemplary embodiment.

In step S410 , the user terminal 103 may receive a car wash start message indicating that the business trip car wash has started from the person in charge terminal 102 , and record the start of the business trip car wash in the server 101 .

In step S420 , the operator terminal 102 records the end of the business trip car wash in the server, and the server 101 requests the user terminal 103 for the business trip car wash completion message and approval to end the business trip car wash Then, the server 101 may receive the approval for terminating the business trip car wash from the user terminal 103 , and the server 101 may record that the business trip car wash has ended.

In step S430 , the cost to be paid by the user and the cost to be paid by the car wash manager may be determined based on the business trip car wash start record, the business trip car wash end record, and the business trip car wash reservation information.

As such, the server 101 performs the business trip car wash start record based on the business trip car wash start input received from the car wash manager by the person in charge terminal 102, and the user terminal 103 receives the input from the user. By performing the record of the completion of the business trip car wash based on the input of the end of the business trip car wash, it is possible to achieve a reasonable cost calculation. That is, when the user terminal 103 receives the input for the start of the business trip car wash without the person in charge terminal 102 receiving the input, the user may intentionally input the business trip car wash start late. In this case, the server 101 Car washers lose money because they start estimating late. In addition, when the user terminal 103 receives the input of the end of the business trip car wash instead of the user terminal 103, the car wash manager may intentionally input the end of the business trip car wash early, in this case, the server 101 The user is at a loss because the cost estimate is finished late. Therefore, in order for both the user and the car wash manager to reasonably calculate the cost without incurring undue damage, the server 101 records the start of the business trip car wash based on the business trip car wash start input received by the person in charge terminal 102 and recording the end of the car wash on the basis of the input of the end of the car wash received by the user terminal 103 .

6 is a flowchart illustrating a process of recommending a car washing time of a user's vehicle according to an exemplary embodiment.

In step S510 , it is possible to check each of the weather information on the driving area of the user's vehicle, the driving history of the user's vehicle, and the washing history of the user's vehicle. Here, the user's vehicle driving history means the total sum of driving times of the vehicle since the last car washing date and time stored in the server 101 .

In step S520 , a first car wash index may be calculated by applying a preset first weight to the driving history of the user's vehicle.

In step S530 , a second car wash index may be calculated by applying a preset second weight to the car wash history of the user. The user's vehicle car wash history means the total sum of times since the last car washing date and time stored in the server 101 .

The first weight may be set differently depending on the embodiment, and the second weight may be set to a higher value than the first weight.

For example, when the first weight is set to 1 and the second weight is set to 2, when the server 101 determines that the user's vehicle driving history is 10, the first car wash index is calculated 10, and when the server 101 determines that the user's vehicle washing history is 10, the second car wash index may be calculated as 20.

In step S540 , the car wash index for the user may be calculated by adding the first car wash index and the second car wash index.

In step S550, if the car wash index is equal to or greater than the preset car wash index, a first list based on the weather information on the user vehicle driving area - the first list is a plurality of dates for a recommended car wash time and on each of the plurality of dates Detailed time information about - can be created. The preset car wash index may be set differently according to embodiments.

In operation S560 , a car wash time recommendation message may be transmitted to the user terminal 103 based on the first list.

The car wash time may be excluded from the first list based on the weather information when the weather at the time point is rainy or the fine dust concentration is high.

The car wash time recommendation message may display the car wash time recommendation message on the user terminal 103 when a car wash date included in the first list arrives.

7 is an exemplary diagram of a configuration of an apparatus according to an embodiment.

Device 30 according to one embodiment includes a processor 31 and a memory 32 . The processor 31 may include at least one of the devices described above with reference to FIGS. 1 to 11 , or perform at least one method described above with reference to FIGS. 1 to 11 . A person or organization using the device 30 may provide a service related to some or all of the methods described above with reference to FIGS. 1 to 11 .

The memory 32 may store information related to the methods described above or may store a program implementing the methods described above. Memory 32 may be volatile memory or non-volatile memory.

The processor 31 may execute a program and control the device 30 . The code of the program executed by the processor 31 may be stored in the memory 32 . The device 30 may be connected to an external device (eg, a personal computer or a network) through an input/output device (not shown), and may exchange data through wired/wireless communication.

The device 30 may be used to train an artificial neural network or to use a learned artificial neural network. Memory 32 may include a learning or learned artificial neural network. The processor 31 may learn or execute an artificial neural network algorithm stored in the memory 32 . The apparatus 30 for training the artificial neural network and the apparatus 30 for using the learned artificial neural network may be the same or may be separate.

The embodiments described above may be implemented by a hardware component, a software component, and/or a combination of a hardware component and a software component. For example, the apparatus, method, and component described in the embodiments may include, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate (FPGA) array), a programmable logic unit (PLU), a microprocessor, or any other device capable of executing and responding to instructions, may be implemented using one or more general purpose or special purpose computers. The processing device may execute an operating system (OS) and one or more software applications running on the operating system. The processing device may also access, store, manipulate, process, and generate data in response to execution of the software. For convenience of understanding, although one processing device is sometimes described as being used, one of ordinary skill in the art will recognize that the processing device includes a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that may include For example, the processing device may include a plurality of processors or one processor and one controller. Other processing configurations are also possible, such as parallel processors.

The method according to the embodiment may be implemented in the form of program instructions that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, etc. alone or in combination. The program instructions recorded on the medium may be specially designed and configured for the embodiment, or may be known and available to those skilled in the art of computer software. Examples of the computer-readable recording medium include magnetic media such as hard disks, floppy disks and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic such as floppy disks. - includes magneto-optical media, and hardware devices specially configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions 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. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

Software may comprise a computer program, code, instructions, or a combination of one or more of these, which configures a processing device to operate as desired or is independently or collectively processed You can command the device. The software and/or data may be any kind of machine, component, physical device, virtual equipment, computer storage medium or device, to be interpreted by or to provide instructions or data to the processing device. , or may be permanently or temporarily embody in a transmitted signal wave. The software may be distributed over networked computer systems and stored or executed in a distributed manner. Software and data may be stored in one or more computer-readable recording media.

As described above, although the embodiments have been described with reference to the limited drawings, those skilled in the art may apply various technical modifications and variations based on the above. For example, the described techniques are performed in an order different from the described method, and/or the described components of the system, structure, apparatus, circuit, etc. are combined or combined in a different form than the described method, or other components Or substituted or substituted by equivalents may achieve an appropriate result.

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

Claims (3)

transmitting, by the server, a car wash vehicle information input request to a user terminal logged in as a user account;
receiving car wash vehicle information, which is a response to the request for inputting the car wash vehicle information, from a user terminal;
generating business trip car wash reservation information including information on at least one car wash manager among a plurality of car wash managers based on the car wash vehicle information;
transmitting the business trip car wash reservation information to the user terminal;
obtaining approval for the business trip car wash reservation from the user terminal;
designating a car wash manager based on approval of the business trip car wash reservation;
generating business trip car wash matching information with a terminal in charge of the car wash person in charge;
providing business trip car wash reservation information corresponding to the business trip car wash matching information to the person in charge terminal;
generating, by the user terminal, a vehicle access right including a function to control the vehicle;
transmitting, by the person in charge terminal, an authentication request including the identifier of the user's vehicle and the business trip car wash reservation information to the user terminal;
obtaining approval for the authentication request from the user terminal;
when obtaining approval for the authentication request, transmitting the vehicle access right to the terminal in charge;
controlling, by the person in charge terminal, the user's vehicle based on the vehicle access authority;
deactivating the vehicle access right received to the person in charge terminal when the business trip car wash is completed; and
After the completion of the business trip car wash, extracting and updating the evaluation score for the business trip car wash satisfaction from the user terminal; includes;
The step of generating the business trip car wash reservation information,
extracting a plurality of car wash vehicle information from the car wash vehicle information, wherein the plurality of car wash vehicle information includes at least one of a manufacturer, a model name, a vehicle parking area, a desired car wash type, a car wash option, and a car wash date and time;
extracting a list of first person in charge including at least one car wash manager who does not have a preset car wash date and time identical to the car wash date and time from among the plurality of car wash managers;
extracting a second person in charge list including at least one car wash person in charge in the same district as the location corresponding to the vehicle parking area from the first person in charge list;
sequentially selecting at least one car wash manager from the list of the second person in charge according to an evaluation score of a plurality of business trip car wash satisfaction levels; and
forming the business trip car wash reservation information including information of the selected car wash manager and the car wash vehicle information;
further comprising,
The step of extracting and updating the evaluation score for the business trip car wash satisfaction is,
after the completion of the business trip car wash, transmitting a push message requesting feedback on the satisfaction of the business trip car wash service quality to the user terminal;
extracting the satisfaction of the business trip car wash including one of 5 or less natural numbers with respect to the business trip car wash from the user terminal;
updating the overall satisfaction of the car wash manager based on a value added to the received overall satisfaction of the car wash manager and the total satisfaction of the car wash manager;
dividing the updated overall satisfaction level by the number of times the car wash manager is in charge of car washing, and extracting and updating the evaluation score using the extracted value; and
storing the updated evaluation score in a server;
further comprising,
AI-based business trip car wash information and vehicle door control method. delete According to claim 1,
The identifier of the user's vehicle includes numbers and letters written on the license plate, and consists of a first identifier and a second identifier,
The step of transmitting the vehicle access right to the terminal in charge includes,
transmitting one of the first identifier and the second identifier to the terminal in charge;
receiving, from the person in charge terminal, any one of the identifiers received by the person in charge terminal from the person in charge terminal, when the person in charge terminal approaches the user's vehicle;
transmitting information corresponding to the received remaining identifiers to the user terminal; and
Transmitting the vehicle access right generated by the user terminal to the person in charge terminal in response to the information corresponding to the remaining identifier;
Receiving image information from a plurality of cameras;
generating tag information corresponding to the image information;
receiving first request information including first object information, first time information, and first place information from the person in charge terminal;
extracting first result image information corresponding to the first request information from among the image information;
generating second request information including second object information, second time information, and second place information based on the tag information included in the first result image information;
selecting a second camera located within a preset threshold distance range based on the location information of the first camera that has photographed the first result image information;
extracting second result image information corresponding to the second request information from the image information received from the second camera;
calculating the moving direction of the person in charge corresponding to the first object information based on the first result image information;
Based on the moving direction and the position information of the second camera, when the position of the second camera is located before the first camera with respect to the moving direction, the first time of the second result image information Generates third result image information by extracting only the image shifted to the past by a preset shift time range from the information,
When the position of the second camera is located after the first camera with respect to the moving direction, only the image shifted forward by the shift time range from the first time information among the second result image information is extracted to obtain a second camera. 3 generating the result image information; and
transmitting the first result image information, the second result image information, and the third result image information to the user terminal;
further comprising,
AI-based business trip car wash information and vehicle door control method.

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