WO2021132774A1

WO2021132774A1 - Management system for artificial intelligence-type pneumatic fender

Info

Publication number: WO2021132774A1
Application number: PCT/KR2019/018603
Authority: WO
Inventors: 김종호; 윤순환; 공경환; 배상수; 이승환
Original assignee: (주)화승엑스윌
Priority date: 2019-12-27
Filing date: 2019-12-27
Publication date: 2021-07-01

Abstract

A management system for an artificial intelligence-type pneumatic fender is provided. An embodiment may comprise: a pneumatic fender; a sensor unit for detecting an environmental condition inside the pneumatic fender; a control unit for detecting whether data collected by the sensor unit is included within a preconfigured data range, wherein data corresponding to the environmental condition is preconfigured; and a display unit for displaying information detected by the control unit, wherein the environmental condition inside the pneumatic fender includes at least one of a temperature and a pressure inside the pneumatic fender, and the sensor unit includes at least one of a pressure sensor for measuring an internal pressure of the pneumatic fender and a temperature sensor for measuring an internal temperature of the pneumatic fender, and generates an alarm signal through the display unit when the internal pressure of the pneumatic fender and the internal temperature of the pneumatic fender are out of their respective preconfigured data ranges.

Description

Artificial intelligent pneumatic insect repellent management system

The present invention relates to a management system for an artificial intelligent pneumatic insect repellent.

BACKGROUND ART Conventionally, for the purpose of preventing damage to the hull and quay wall at the time of berthing or berthing of a ship, a pneumatic insect repellent is provided on the wall surface or the ship side of the quay wall. This pneumatic insect repellent is such that compressed air is encapsulated in a hollow structure of a substantially straw-bag shape made of an elastic material such as rubber, and the shock at the time of berthing or berthing of a ship is buffered by air pressure. Therefore, it is necessary to make it easy to confirm that the appropriate air pressure is always maintained by a pneumatic insect repellent.

However, in the prior art, there was a hassle of directly observing the pressure gauge installed on the pneumatic insect repellent to check the internal pressure of the pneumatic insect repellent, and thus the management efficiency was very low.

In addition, conventional attempts manage the pneumatic insect repellent only with the internal pressure of the pneumatic insect repellent, but the internal pressure of the pneumatic insect repellent varies depending on the environmental conditions of use of the pneumatic insect repellent, so it was very difficult to effectively manage the pneumatic insect repellent.

In addition, in the case of prior attempts, it was very difficult to accurately predict the inspection time or replacement time of the pneumatic insect repellent, and eventually damage to the hull or quay wall to be anchored occurred frequently.

The problem to be solved by the present invention is to provide a management system of a pneumatic insect repellent with improved management efficiency compared to the prior art that attempts to maintain the proper use state of the pneumatic insect repellent while directly measuring or confirming the internal pressure of the pneumatic insect repellent.

The present invention to solve the above problems, a pneumatic insect repellent; a sensor unit for detecting an environmental condition inside the pneumatic insect repellent; a control unit configured to set data corresponding to the environmental condition in advance, and configured to detect whether the data collected by the sensor unit is included within a preset data range; and a display unit displaying the information detected by the control unit, wherein the sensor unit includes a pressure sensor for measuring the internal pressure of the pneumatic insect repellent and a temperature sensor for measuring the internal temperature of the pneumatic insect repellent, the pneumatic insect repellent internal pressure And when the internal temperature of the pneumatic insect repellent is out of a preset data range, to generate a notification through the display unit, it provides a management system of the pneumatic insect repellent.

According to the management system of the pneumatic insect repellent according to an embodiment of the present invention, it is possible to remotely check whether the environmental conditions such as pressure, temperature, and degree of deformation inside each of the pneumatic insect repellents are suitable for use, so that the efficiency of management is improved is increased

In addition, according to the management system of the pneumatic insect repellent according to an embodiment of the present invention, a predictive model regarding the environmental information of the outside where the pneumatic insect repellent is installed and the environmental condition change inside the pneumatic insect repellent is built, and the environmental conditions inside the pneumatic insect repellent It is possible to notify the user in advance before the condition becomes unlawful for this use, and as it is possible to more accurately predict the inspection or replacement time of the pneumatic insect repellent, the safety of the anchored vessel is increased and the efficiency of the pneumatic insect repellent management is increased do.

In addition, according to the management system of the pneumatic insect repellent according to an embodiment of the present invention, the power required for the sensor and the communication device installed in the pneumatic insect repellent is consumed very low, and the management efficiency is increased.

1 shows a pneumatic insect repellent according to an embodiment of the present invention.

Figure 2 shows a schematic block diagram of the management system of the pneumatic insect repellent according to an embodiment of the present invention.

Figure 3 shows a schematic block diagram of the sensor unit of the management system of the pneumatic insect repellent according to an embodiment of the present invention.

4 is a block diagram of an electronic device according to an embodiment of the present invention.

Figure 5 shows a schematic block diagram of a management system of a pneumatic insect repellent according to another embodiment of the present invention.

Hereinafter, embodiments of the present invention will be described in detail. However, the present invention is not limited to the embodiments disclosed below, but may be implemented in various different forms, and only this embodiment allows the disclosure of the present invention to be complete and provides those of ordinary skill in the art the content of the present invention. It is provided for more complete information.

When an element is referred to as being positioned 'above' or 'below' another element in this specification, it means that the element is positioned directly 'above' or 'below' another element, or an additional element is placed between those elements. It includes all meanings that can be interposed. In this specification, the term 'upper' or 'lower' is a relative concept set from the viewpoint of the observer, and if the viewpoint of the observer is different, 'upper' may mean 'lower', and 'lower' may mean 'upper' may mean

The same reference numerals in the plurality of drawings refer to elements that are substantially identical to each other. In addition, terms such as 'comprise' or 'have' are intended to designate that the described feature, number, step, operation, component, part, or combination thereof exists, and includes one or more other features, number, or step. , it should be understood that it does not preclude the possibility of the existence or addition of , operation, components, parts, or combinations thereof.

Artificial intelligent pneumatic insect repellent management system according to an embodiment of the present invention, a pneumatic insect repellent; a sensor unit for detecting an environmental condition inside the pneumatic insect repellent; a control unit configured to set data corresponding to the environmental condition in advance, and configured to detect whether the data collected by the sensor unit is included within a preset data range; and a display unit displaying the information detected by the control unit, wherein the environmental condition inside the pneumatic insect repellent includes at least one of temperature and pressure inside the pneumatic insect repellent, and the sensor unit measures the internal pressure of the pneumatic insect repellent At least one of a pressure sensor for measuring and a temperature sensor for measuring the internal temperature of the pneumatic insect repellent, wherein the internal pressure of the pneumatic insect repellent and the internal temperature of the pneumatic insect repellent are out of a preset data range An alarm signal through the display unit can cause

In this case, the control unit controls the frequency of operation of the pressure sensor according to a change in the pressure value measured by the pressure sensor, and when the pressure measured by the pressure sensor corresponds to the range A or the range B The operating frequency of the pressure sensor is higher than that of , but the range A may have a larger pressure value range than the range B.

On the other hand, the control unit controls the transmission frequency of the pressure value information to the user through the network according to the change in the pressure value measured by the pressure sensor, and when the pressure measured by the pressure sensor corresponds to the range A, The transmission frequency is higher than that corresponding to the range B, but the range A may have a larger pressure value range than the range B.

At this time, when the pressure value measured by the pressure sensor falls within the range C, the control unit immediately transmits an alarm signal to the user, wherein the range C is less than the minimum value of the range B, or the maximum value of the range A can be larger

In addition, the bracket provided in the pneumatic insect repellent may be provided with a solar cell module on one side and the pressure sensor and temperature sensor on the other side.

In addition, the sensor unit further comprises an environmental information sensor for detecting the installation environment information of the pneumatic insect repellent, the installation environment information of the pneumatic insect repellent is the location where the pneumatic insect repellent is installed, the climate of the installed location, the wave height of the installed location, And it may include at least one of the pressure and the number of times applied to the pneumatic insect repellent for a preset period.

At this time, a storage unit for storing the data collected by the sensor unit; an artificial intelligence program unit for constructing a predictive model of environmental conditions inside the pneumatic insect repellent from the collected data; and applying the data collected by the sensor unit to the prediction model to predict the environmental conditions inside the pneumatic insect repellent after a preset time, and if the predicted environmental conditions are out of the range of the preset environmental conditions, extracting them An output unit; includes, and displays the predicted environmental conditions extracted from the calculation output unit on the display unit, and the storage unit stores information about the installation environment of the pneumatic insect repellent and the environmental conditions inside the pneumatic insect repellent. And, the artificial intelligence program unit may build a predictive model regarding the change in environmental conditions inside the pneumatic insect repellent from the installation environment information of the pneumatic insect repellent.

On the other hand, when the pressure value measured by the pressure sensor corresponds to the range C, the control unit immediately transmits an alarm signal to the user, wherein the range C is less than the minimum value of the range B, or the maximum value of the range A can be larger

In addition, the management system of the artificial intelligent pneumatic insect repellent further includes a storage unit for storing the environmental information, and the storage unit stores the current state of the pneumatic insect repellent and the change of environmental conditions inside the pneumatic insect repellent for a preset period. Thus, the inspection time of the pneumatic insect repellent is predicted in advance, and the internal environmental conditions may include the internal pressure and temperature of the insect repellent.

Referring to FIG. 1 , the pneumatic insect repellent 1 includes a body 3 having a hollow structure, a metal fitting 2 , and a sensor.

The body 3 can be molded by laminating a rubber member and a reinforcing member, and has a hollow structure.

The bracket 2 may be provided at both ends of the body 3 , and an air injection valve or the like may be installed.

The sensor is for detecting an environmental condition inside the pneumatic insect repellent 1 , and includes at least one of a pressure sensor 10 , a temperature sensor 20 , and a deformation sensor 30 .

The pressure sensor 10 is to measure the internal pressure of the pneumatic insect repellent 1, and may be installed singly or in plurality. The pressure sensor 10 is installed in the inner direction of the body in the bracket 2, it is possible to precisely measure the internal pressure of the pneumatic insect repellent (1).

The temperature sensor 20 is to measure the internal temperature of the pneumatic insect repellent 1, and may be installed singly or in plurality. The temperature sensor 20 is installed in the inner direction of the main body 3 in the bracket 2, so that it is possible to precisely measure the internal temperature of the pneumatic insect repellent (1).

The strain sensor 30 measures the degree of deformation of the inner shape of the pneumatic insect repellent 1, for example, is installed inside the main body 3 extending directly from the bracket 2, and the inner surface of the pneumatic insect repellent 1 Measure how much flexure is formed in the For example, the deformation sensor 30 determines whether the degree of deformation is outside the preset range based on the internal shape when the internal pressure of the pneumatic insect repellent 1 is an appropriate pressure, for example, 35 kPa to 50 kPa. measure

On the other hand, a power supply source for supplying power to the sensor may be installed in the bracket 2 , for example, a solar cell 40 may be installed outside the body 3 from the bracket 2 .

On the other hand, the identification tag may be further provided on the pneumatic insect repellent (1). In the identification tag, identification information of each pneumatic insect repellent 1 is recorded. For example, a radio frequency identification (RFID) tag is used as the identification tag. For example, the identification tag may be a passive RFID tag that does not require power.

On the other hand, the identification information, the size, manufacturer, manufacturing number, etc. of the pneumatic insect repellent (1) is defined, and additionally the installation position of the pneumatic insect repellent (1) is recorded, it can be transmitted to the control unit to be described later.

Figure 2 shows a schematic block diagram of a management system for a pneumatic insect repellent according to an embodiment of the present invention, Figure 3 shows a schematic block diagram of the sensor unit of the management system for a pneumatic insect repellent according to an embodiment of the present invention will be.

Referring to FIG. 2 , the management system of the pneumatic insect repellent includes a pneumatic insect repellent 100 , a network and an electronic device 200 , and the pneumatic insect repellent 100 includes a sensor unit 110 and a control unit 120 . .

The sensor unit 110 is for detecting the environmental conditions inside the pneumatic insect repellent 100 , and as shown in FIG. 3 , at least one of a pressure sensor 111 , a temperature sensor 112 , and a deformation sensor 113 . Including, in addition to this, the pneumatic insect repellent 100 may further include an environmental information sensor 114 for detecting the installed environmental information.

The control unit 120 may control a plurality of hardware or software components connected to the control unit 120 , may perform data processing or calculation including various signals, and may operate other components of the pneumatic insect repellent 100 . can be controlled. For example, the process control unit may include a central processing unit (CPU) and a support circuit (Support Circuit). For example, the central processing unit may apply various computer processors equipped with an active operating system including a programmable logic controller (PLC) type. In addition, the support circuit may be operatively coupled with the central processing unit to support a typical operation of the processor, and may include a cache, a power supply, a clock circuit, an input/output circuit, a subsystem, and the like.

For example, the control unit 120 may output a notification signal or an alarm signal through a display unit, which will be described later, according to an input value measured by the sensor unit 110 . In addition, the position information of the pneumatic insect repellent 100 specified by the identification tag with respect to the confirmation request signal of the location where the pneumatic insect repellent 100 is installed requested from the control unit 120 can be output through the display unit to be described later.

For example, when the internal pressure of the pneumatic insect repellent 100 measured by the pressure sensor 111 is out of a preset range, the control unit 120 may output an alarm signal through a display unit to be described later.

For example, the controller 120 may control the operating frequency of the pressure sensor 111 according to a change in the pressure value measured by the pressure sensor 111 . That is, when the pressure measured by the pressure sensor 111 corresponds to the range A, the operating frequency of the pressure sensor 111 may be controlled to be higher than that of the range B. In this case, the range A may have a larger pressure value range than the range B.

At this time, when the pressure value falls within the range B, the pressure sensor 111 may be controlled to operate once every 5 to 30 minutes, and when the pressure value falls within the range A, the pressure sensor ( 111) can be controlled to operate once every 1 second to 5 minutes.

That is, the management system of the artificial intelligent pneumatic insect repellent according to the present invention lowers the operating frequency of the pressure sensor 111 in normal times and increases the operating frequency of the pressure sensor 111 when berthing of a ship, etc., so that the pressure sensor 111 is always operated. While preventing power loss due to operation, it is possible to enable monitoring of the state information of the pneumatic insect repellent (1) in real time when berthing, such as a ship.

For example, the control unit 120 may control the transmission frequency of the pressure value information to the user through the network according to a change in the pressure value measured by the pressure sensor 111 . That is, when the pressure measured by the pressure sensor 111 corresponds to the range A, the transmission frequency may be controlled to be higher than when the pressure corresponds to the range B. In this case, as described above, the range A has a larger pressure value range than the range B.

At this time, when the pressure value falls within the range B, the information on the pressure value may be controlled to be transmitted to the user once every 5 to 30 minutes, and when the pressure value falls within the range A, the The information of the pressure value may be controlled to be sent to the user once every 1 second to 5 minutes.

That is, the management system of the artificial intelligent pneumatic insect repellent according to the present invention lowers the transmission frequency through the network to the normal user corresponding to the range A, and increases the transmission frequency when berthing of the vessel corresponding to the range B. While preventing the loss of power used for communication, it is possible to monitor the state information of the pneumatic insect repellent (1) in real time when berthing such as a ship.

For example, when the pressure value measured by the pressure sensor 111 corresponds to the range C, the controller 120 may be controlled to immediately transmit an alarm signal to the user. In this case, the range C may be smaller than the minimum value of the range B or greater than the maximum value of the range A.

That is, when the pressure value measured by the pressure sensor 111 is out of the above-mentioned range A and range B, so that the internal pressure of the pneumatic insect repellent 111 becomes too high or too low, the user is immediately notified of this to notify the pneumatic insect repellent. It is possible to efficiently manage the ashes 111 even with low power. In this case, the operation frequency of the pressure sensor 111 and the frequency of transmission to the user may be 0.1 to once every 10 seconds.

For example, the range A may be greater than 50 kPa and less than or equal to 80 kPa, the range B may be 35 kPa to 50 kPa, and the range C may be less than 35 kPa and greater than 80 kPa.

For example, when the internal temperature of the pneumatic insect repellent 100 measured by the temperature sensor 112 is out of a preset range, the control unit 120 may output an alarm signal through a display unit to be described later. For example, when the temperature inside the pneumatic insect repellent 100 is greater than or less than 10°C than the temperature of the outside, an alarm signal may be output through a display unit to be described later.

For example, the control unit 120 may control the degree of deformation of the inner shape of the pneumatic insect repellent 100 measured by the deformation sensor 113 in a preset range, for example, the pneumatic insect repellent 100, an appropriate internal pressure of 35 kPa to When it deviates from the internal form set based on 50 kPa, an alarm signal may be output through a display unit to be described later.

The network may be a telecommunications network. The communication network may include at least one of a computer network, the Internet, the Internet of things, and a telephone network. For example, a protocol for communication between the electronic device 200 and the pneumatic insect repellent 100 , for example, a transport layer protocol, a data link layer protocol, or a physical layer protocol may be supported by the controller 120 . As an example, the network may use 447 MHz low-power RF communication, and may transmit the internal information of the pneumatic insect repellent 100 measured by the sensor unit 110 to the control unit at a rate of 1 to 10 times per minute. For example, LTE is used when the network is delivered to the user, so that the user can check the internal information of the pneumatic insect repellent 100 in real time even if the user is far away.

The electronic device 200 may receive and display the information collected from the pneumatic insect repellent 100 through the network, and the pneumatic insect repellent 100 to detect the environmental condition inside the pneumatic insect repellent 100 identification tag Information may be transmitted to the pneumatic insect repellent 100 through a network.

The electronic device 200 includes a display unit 210 , a communication unit 220 , an electronic device control unit 230 , a storage unit 240 , and an input unit 250 .

The display unit 210 is to generate an alarm signal when the environmental condition inside the pneumatic insect repellent 100 is out of a preset data range, for example, the pneumatic insect repellent 100 internal pressure and the pneumatic insect repellent 100 inside When the temperature is out of the preset data range, an alarm signal can be generated.

As an example, the display unit 210 is a display window provided on the front of the electronic device 200 to display driving information, and may display a Graphical User Interface (GUI) for displaying driving information. The display unit 210 may be implemented as a display window such as LCD or LED, or may be implemented as a touch screen panel capable of simultaneously performing input and display.

The communication unit 220 may connect communication between the electronic device 200 and the pneumatic insect repellent 100 . For example, the communication unit 220 may be connected to a network through wireless communication or wired communication to communicate with the pneumatic insect repellent 100 . The wireless communication is, for example, Wifi (wireless fidelity), BT (Bluetooth), NFC (near field communication), GPS (global positioning system) or cellular communication (eg, LTE, LTE-A, CDMA, WCDMA, UMTS) , WiBro, GSM, etc.). The wired communication may include, for example, at least one of universal serial bus (USB), high definition multimedia interface (HDMI), recommended standard 232 (RS-232), and plain old telephone service (POTS).

The electronic device control unit 230 processes at least a portion of information obtained from other components, for example, the display unit 210 , the communication unit 220 , the storage unit 240 , and the input unit 250 , and uses the same in various methods. can be provided to users.

The storage unit 240 may temporarily store various data generated during execution of the program, including a program required for functional operation according to various embodiments. The storage unit 240 may largely include a program area and a data area. The program area may store related information for driving the electronic device 200 , such as an operating system (OS) for booting the electronic device 200 . The data area may store transmitted/received data and generated data according to various embodiments. In addition, the storage unit 240 is a flash memory (flash memory), a hard disk (hard disk), a multimedia card micro (multimedia card micro) type memory (for example, SD or XD memory), RAM (RAM), It may be configured to include at least one storage medium among ROMs.

In addition, the storage unit 240 includes information related to the application being executed, information related to the execution screen of the application currently displayed on the display unit 210 (eg, source information of the execution screen (a document in html language)) and application execution or At least one of information according to the control may be stored. In addition, the storage unit 240 may store information on at least one object selected in the execution screen of the executed application (eg, information on the analysis of the object selected in the source information of the execution screen of the application). Also, the storage unit 240 may store information (eg, information related to at least one selected object) received in response to a search request for the analyzed information.

For example, the storage unit 240 includes the installation location of each of the pneumatic insect repellents 100, the environmental conditions inside the pneumatic insect repellent 100 detected by the sensor unit 110, and the environmental conditions for a preset period of time. It is possible to store changes, information about the external environment in which the pneumatic insect repellent 100 is installed, information about changes in the external environment, and the like.

For example, the storage unit 240 has environmental information in which each of the pneumatic insect repellent 100 is installed, for example, the temperature of the external environment in which the pneumatic insect repellent 100 is installed, the height of the wave height, humidity, rainfall, etc. It may be stored in the storage unit 240, and information on how many times a month, on average, the pressure is applied to the pneumatic insect repellent 100 by the anchoring vessel may be additionally stored.

That is, the storage unit 240 stores not only the current state of each of the pneumatic insect repellents 100, but also how the environmental conditions inside the pneumatic insect repellent 100 have changed for a preset period, and as a result, each pneumatic insect repellent It becomes possible to predict the inspection time of (100) in advance. For example, the user can check the change pattern of the internal environmental conditions of each pneumatic insect repellent 100 stored in the storage unit 240, and detect the change pattern by the artificial intelligence program unit and the calculation output unit to be described later. And by converting it into data, it is possible to transmit a warning message through the display unit 210 to the user in advance before the environmental conditions inside the pneumatic insect repellent 100 unsuitable for future use are formed.

The input unit 250 performs a function of receiving input from a user by arranging various keyboards such as character buttons, symbol buttons, and special buttons. When the display unit 210 is implemented as a touch screen panel, a keyboard arrangement keyboard, which is an input unit, is displayed as overlapping on the touch screen screen in graphic form. The position and transparency of the keyboard layout input window can be adjusted by the user. For reference, the touch screen panel is not only a screen display means but also an input means for sensing a touch by a touch means such as a touch pen or a finger.

Referring to FIG. 5 , the management system of the pneumatic insect repellent 100 includes a sensor unit 110 , a storage unit 130 , an artificial intelligence program unit 140 , a calculation output unit 150 , and a control unit 120 . do.

The sensor unit 110 and the control unit 120 may apply the bar described above with reference to FIG. 2 .

The storage unit 130 stores the data collected by the sensor unit 110 and transmits it to the artificial intelligence program unit 140 to be described later, and may function to output the data as an output by an operator's operation. On the other hand, the storage unit 130 may store the data collected by the sensor unit 110, for example, the installation environment information of the pneumatic insect repellent 100 and the environmental conditions inside the pneumatic insect repellent 100. related data may be stored.

For example, the installation environment information of the pneumatic insect repellent 100 includes the location where the pneumatic insect repellent 100 is installed, the climate of the installed location, the wave height of the installed location, and the pressure applied to the pneumatic insect repellent 100 for a preset period. It may include at least one or more of and the number of times. For example, the pressure and the number of times applied to the pneumatic insect repellent 100 are related to the number of ships anchored at the location where the pneumatic insect repellent 100 is installed and the weight of the ship.

The artificial intelligence program unit 140 builds a prediction model of the environmental conditions inside the pneumatic insect repellent 100 from the collected data, for example, from the installation environment information of the pneumatic insect repellent 100, the pneumatic insect repellent ( 100) It is possible to build a predictive model for changes in internal environmental conditions, for example, an artificial intelligence program for generating an active predictive model may be installed. The artificial intelligence program may use, for example, an evolutionary process induction system expressed mathematically by Grammar-based Genetic Programming (GBGP) technology, and the evolutionary process model system can generate an initial population of a process model using a grammar of a context-free grammar and control a method of generating a process model in the evolutionary process model system.

As an example, the evolutionary process model system may be based on an artificial intelligence technology referred to as an evolutionary computation or an evolutionary algorithm. The evolutionary process model system is a calculation algorithm developed based on genetics and evolutionary phenomena of the ecosystem, such as survival of the fittest, and can predict the above-described driving conditions from the installation environment and internal environmental conditions of the above-described pneumatic insect repellent. It may include technology for automatically generating process model equations.

For example, in the first step, the evolutionary process model system defines a method necessary to express a process model using a grammar of a context-free grammar, and then randomly selects a set of mathematical functions and a set of terminal nodes. We can mathematically form the population of the initial process model by selecting the elements of . In the second step, by executing all process models belonging to the population, a fitness test can be performed on how well each process model belonging to the population can predict the driving conditions. In the third step, process models with high fit are selectively left according to the fit result, and they can form a new population of process models for the next generation using a genetic operator. . That is, in the third step, through reproduction of process models with good fit, crossover exchanging parts of two excellent process models with each other, and mutation that transforms some of the process models. It is possible to form a population of more suitable mathematical process models. Through this iterative process, optimal process model equations that can finally predict the best driving condition information can be generated.

That is, by using the evolutionary process model system, it is possible to derive an equation regarding the change of the environmental conditions inside the pneumatic insect repellent 100 described above according to the management system of the pneumatic insect repellent using artificial intelligence, Through calculation, the replacement time of each pneumatic insect repellent 100 can be predicted in advance.

The calculation output unit 150 applies the data collected by the sensor unit 110 to the prediction model to predict the environmental conditions (pressure resistance, temperature, inner surface deformation degree, etc.) inside the pneumatic insect repellent after a preset time, When at least one of the predicted pressure, temperature, and the degree of deformation of the inner surface of the pneumatic insect repellent is out of the preset reference range, it notifies the user in advance through the display unit 210, for example, inside the pneumatic insect repellent 100 It can inform how much the temperature, internal pressure, etc. will be insufficient at what time.

As an example, the above-described storage unit 240 has a change in external environmental conditions (temperature, wave height, humidity, rainfall, etc.) in which the pneumatic insect repellent 100 is installed and internal environmental conditions (temperature, internal pressure, degree of deformation of the inner surface) of Data on the change is accumulated, and from this, the calculation output unit 150 can predict in advance how much the internal pressure of the pneumatic insect repellent will become insufficient at any time. This information may be transmitted as a warning message to the user in advance through the above-described display unit 210, before the internal pressure of the pneumatic insect repellent becomes insufficient.

Meanwhile, the electronic device 200 may additionally include a user authentication unit, and the user authentication unit performs a function of performing authentication to identify a user. For example, a login ID and password may be input and transmitted to a web server to receive user authentication through login. Alternatively, the user's biometric information extracted through biometric recognition, such as face recognition, iris recognition, or fingerprint recognition, may be transmitted to a web server to receive user authentication through login. That is, only a user authenticated through the user authentication unit may be driven to remotely check the management system of the pneumatic insect repellent through an application installed in the electronic device.

The electronic device 200 may additionally include a memory, and the memory may include a programming module that is an application programming interface (API). The API is an interface for an application to control a function provided by the kernel or middleware, for example, at least one interface or function (eg, command) for file control, window control, image processing or character control, etc. may include. The kernel may control or manage system resources used to execute an operation or function implemented in the application, and the middleware plays an intermediary role so that the API or the application communicates with the kernel to exchange data. can be done

The application may be an application related to information exchange between the electronic device 200 and an external electronic device (eg, a pneumatic insect repellent management system). The application related to the information exchange may include a notification relay application for transmitting specific information to the external electronic device or a device management application for managing the external electronic device. The device management application may manage turning on/off or driving a function of at least a part of an external electronic device that communicates with the electronic device (eg, a pneumatic insect repellent management system).

For example, the application is an application that is downloaded from Google Market or an internal company server and installed on the user's electronic device, and may be an application for a management system of a pneumatic insect repellent, and the application for a management system of the pneumatic insect repellent is a pneumatic application by the user. It may be an application for reading information about the driving condition of the driving device received from the insect repellent management system, and checking it remotely. Furthermore, a function that allows only authorized users to view and remote control can be added.

The electronic device 200 according to an embodiment of the present invention may display an execution screen of an application executed in the electronic device on the display unit 210 , and transmit information with the management system of the pneumatic insect repellent to the communication unit 220 or Receive, for example, remotely receive information received from the management system of the pneumatic insect repellent, for example, the installation environment of the pneumatic insect repellent and the environmental conditions inside the pneumatic insect repellent, and display it through the display unit 210. .

As described above, the detailed description of the present invention has been made by the embodiments with reference to the accompanying drawings, but since the above-described embodiments have only been described with preferred examples of the present invention, the present invention is limited only to the above embodiments. It should not be understood, and the scope of the present invention should be understood as the following claims and their equivalents.

For example, the drawings are schematically shown with each component as a main body to help understanding, and the thickness, length, number, etc. of each illustrated component may differ from the actual one in the course of drawing creation. In addition, the material, shape, dimension, etc. of each component shown in the above-mentioned embodiment are only one example, and are not specifically limited, Various changes are possible in the range which does not deviate substantially from the effect of this invention.

Explanation of symbols

1: Pneumatic insect repellent / 2: Bracket / 3: Body / 10: Pressure sensor / 20: Temperature sensor

30: strain sensor / 40: solar cell / 100: pneumatic insect repellent / 110: sensor unit

111: pressure sensor / 112: temperature sensor / 113: strain sensor / 114: environmental information sensor

120: control unit / 130: memory unit / 140: artificial intelligence program unit

150: calculation output unit / 200: electronic device / 210: display unit / 220: communication unit

230: electronic device control unit / 240: storage unit / 250: input unit

Claims

pneumatic insect repellent;

a sensor unit for detecting an environmental condition inside the pneumatic insect repellent;

a control unit configured to set data corresponding to the environmental condition in advance, and configured to detect whether the data collected by the sensor unit is included within a preset data range; and

a display unit for displaying information detected by the control unit;

including,

The environmental conditions inside the pneumatic insect repellent include at least one of temperature and pressure inside the pneumatic insect repellent,

The sensor unit includes at least one of a pressure sensor for measuring the internal pressure of the pneumatic insect repellent and a temperature sensor for measuring the internal temperature of the pneumatic insect repellent,

When the internal pressure of the pneumatic insect repellent and the internal temperature of the pneumatic insect repellent are out of a preset data range, an alarm signal is generated through the display unit, an artificial intelligent pneumatic insect repellent management system.
The method according to claim 1,

The control unit controls the operating frequency of the pressure sensor according to a change in the pressure value measured by the pressure sensor,

When the pressure measured by the pressure sensor corresponds to the range A, the operating frequency of the pressure sensor is higher than that corresponding to the range B, wherein the range A has a larger range of pressure values than the range B. Management system of intelligent pneumatic insect repellent.
The method according to claim 1,

The control unit controls the transmission frequency of the pressure value information through the network to the user according to the change in the pressure value measured by the pressure sensor,

When the pressure measured by the pressure sensor corresponds to the range A, the transmission frequency is higher than that corresponding to the range B, but the range A has a larger range of pressure values than the range B, artificial intelligent pneumatic insect repellent Asset Management System.
4. The method according to claim 2 or 3,

When the pressure value measured by the pressure sensor falls within the range C, the control unit immediately transmits an alarm signal to the user,

The range C is less than the minimum value of the range B, or greater than the maximum value of the range A, the artificial intelligent pneumatic insect repellent management system.
The method according to claim 1,

The bracket provided in the pneumatic insect repellent is a solar cell module installed on one side and the pressure sensor and temperature sensor are provided on the other side, an artificial intelligent pneumatic insect repellent management system.
The method according to claim 1,

The sensor unit further comprises an environmental information sensor for detecting the installation environment information of the pneumatic insect repellent,

The installation environment information of the pneumatic insect repellent includes at least one or more of the location where the pneumatic insect repellent is installed, the climate of the installed location, the wave height of the installed location, and the pressure and the number of times applied to the pneumatic insect repellent for a preset period. Artificial intelligent pneumatic insect repellent management system.
7. The method of claim 6,

a storage unit for storing data collected by the sensor unit;

an artificial intelligence program unit for constructing a predictive model of environmental conditions inside the pneumatic insect repellent from the collected data; and

Calculation output for predicting the environmental conditions inside the pneumatic insect repellent after a preset time by applying the data collected by the sensor unit to the prediction model, and extracting the predicted environmental conditions when the predicted environmental conditions are out of the preset environmental conditions part;

including,

displaying the predicted environmental condition extracted from the calculation output unit on the display unit,

The storage unit stores the installation environment information of the pneumatic insect repellent and data related to the environmental conditions inside the pneumatic insect repellent,

The artificial intelligence program unit to build a predictive model for changes in environmental conditions inside the pneumatic insect repellent from the installation environment information of the pneumatic insect repellent, artificial intelligent pneumatic insect repellent management system.
8. The method of claim 7,

The control unit controls the operating frequency of the pressure sensor according to a change in the pressure value measured by the pressure sensor,

When the pressure measured by the pressure sensor corresponds to the range A, the operating frequency of the pressure sensor is higher than that corresponding to the range B, wherein the range A has a larger range of pressure values than the range B. Management system of intelligent pneumatic insect repellent.
8. The method of claim 7,

The control unit controls the transmission frequency of the pressure value information through the network to the user according to the change in the pressure value measured by the pressure sensor,

When the pressure measured by the pressure sensor corresponds to the range A, the transmission frequency is higher than that corresponding to the range B, but the range A has a larger range of pressure values than the range B, artificial intelligent pneumatic insect repellent Asset Management System.
10. The method according to claim 8 or 9,

When the pressure value measured by the pressure sensor falls within the range C, the control unit immediately transmits an alarm signal to the user,

The range C is less than the minimum value of the range B, or greater than the maximum value of the range A, the artificial intelligent pneumatic insect repellent management system.
7. The method of claim 6,

Further comprising a storage unit for storing the environment information,

The storage unit predicts the inspection time of the pneumatic insect repellent in advance by storing the current state of the pneumatic insect repellent and changes in the environmental conditions inside the pneumatic insect repellent for a preset period,

The internal environmental conditions include the internal pressure and temperature of the insect repellent, artificial intelligent pneumatic insect repellent management system.