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WO2019198898A1 - Iot-based cultural property displacement monitoring system - Google Patents

Iot-based cultural property displacement monitoring system Download PDF

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Publication number
WO2019198898A1
WO2019198898A1 PCT/KR2018/013696 KR2018013696W WO2019198898A1 WO 2019198898 A1 WO2019198898 A1 WO 2019198898A1 KR 2018013696 W KR2018013696 W KR 2018013696W WO 2019198898 A1 WO2019198898 A1 WO 2019198898A1
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WIPO (PCT)
Prior art keywords
determination unit
sensor
humidity
temperature
unit
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Ceased
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PCT/KR2018/013696
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French (fr)
Korean (ko)
Inventor
최종운
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Gangwon Art And Culture Foundation
KANGWON PROVINCE
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Gangwon Art And Culture Foundation
KANGWON PROVINCE
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/16Receiving elements for seismic signals; Arrangements or adaptations of receiving elements
    • G01V1/18Receiving elements, e.g. seismometer, geophone or torque detectors, for localised single point measurements
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V3/00Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation
    • G01V3/08Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation operating with magnetic or electric fields produced or modified by objects or geological structures or by detecting devices
    • G01V3/081Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation operating with magnetic or electric fields produced or modified by objects or geological structures or by detecting devices the magnetic field is produced by the objects or geological structures
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/26Government or public services
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01HMEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H1/00Measuring characteristics of vibrations in solids by using direct conduction to the detector

Definitions

  • the present invention relates to a cultural property displacement monitoring system, and more particularly, to a technology capable of effectively preventing disasters by identifying and displacing cultural property in real time using a low power long distance communication network based on an improved sensor and IOT. It is about.
  • the safety inspection for these cultural properties is required, and the safety inspection can be performed by various methods periodically, so that the magnetic strength can be improved by visiting the site and visually inspecting it by means of the naked eye, ultrasonic inspection, or spraying magnetic powder. This is done by measuring and checking.
  • the site visit inspection method uses visual and measurement equipment to check for cracks and leaks, and if a risk factor is identified, additionally performs a precision safety diagnosis to prepare for a safety accident.
  • an object of the present invention is to use a low-power long-distance communication network based on the improved sensor and IOT to identify the displacement of cultural assets in real time and transmit to a remote location to effectively prevent the disaster To provide.
  • a sensor unit (3) mounted on the object (2) for detecting the position, acceleration, temperature and humidity, fine dust, and gas leakage in three axes in the X-axis, Y-axis, and Z-axis;
  • a relay unit 5 which receives a signal from the sensor unit 3, converts it into a low power long distance communication signal, and transmits the signal;
  • Receiving a low-power communication signal from the relay unit 5 to analyze the data to determine whether the inclination and cracking of the object (2), and transmits to the terminal includes a server (S) to determine the state of cracking from a remote location,
  • the server (S) includes a signal input unit (31) for receiving a signal from the relay unit (5), and an inclination determination unit (33) for determining the inclination of the building by analyzing the input signal; A crack determination unit 35 that determines a crack; A stretch determination unit 38 for determining whether or not there is a stretch; A temperature and humidity determination unit 37 for determining whether or not the reference value of the temperature and humidity is exceeded; An IOT-based cultural property displacement monitoring system 1 including a database 47 is provided.
  • the IOT-based cultural property displacement monitoring system detects the displacement of the cultural property in real time using a low-power long-distance communication network based on an improved sensor and IOT and transmits it to a remote location to effectively prevent a disaster. There is an advantage to prevent.
  • FIG. 1 is a view showing the structure of the IOT-based cultural property displacement monitoring system according to an embodiment of the present invention.
  • FIG. 2 is a structural diagram showing the internal structure of the displacement sensor shown in FIG.
  • FIG. 3 is a structural diagram showing the internal structure of the relay unit shown in FIG.
  • FIG. 4 is a diagram illustrating the structure of a server shown in FIG. 1.
  • Figure 5 (a) is a view showing a state in which the displacement sensor shown in Figure 1 is installed in a wooden building
  • Figure 5 (b) is a view showing a state installed in the wall.
  • FIG. 6 is a view showing a monitor output screen of the control room shown in FIG.
  • FIG. 7 is a view showing a map displayed on the monitor shown in FIG.
  • FIG. 8 is a view schematically showing the internal structure of the abnormality determination unit shown in FIG.
  • the IOT-based cultural property displacement monitoring system 1 proposed by an embodiment of the present invention is installed in a building or a bridge (hereinafter referred to as an object; 3), such as cultural property, cracks, temperature and humidity By detecting vibrations, tilts, etc. in real time to prevent remote accidents.
  • an object such as cultural property, cracks, temperature and humidity
  • the IOT-based cultural property displacement monitoring system (1) is mounted to the object (2) sensor unit for detecting cracks in the three-axis direction of the X-axis, Y-axis, Z-axis and the like;
  • a relay unit 5 which receives a signal from the sensor unit 3, converts it into a low power long distance communication signal, and transmits the signal;
  • Receiving a low-power communication signal from the relay unit 5, and analyzes the data and transmits to the terminal includes a server (S) to be able to determine the crack state even in the remote.
  • the sensor unit 3 is mounted at an appropriate position of the object 2 to measure the surrounding crack, temperature and humidity, earthquake, slope and the like.
  • the sensor unit 3 comprises a temperature and humidity sensor, a crack distance sensor, a vibration sensor, a tilt sensor as a unit.
  • the sensor unit 3 includes a case 4; A tilt sensor (Gyro Sensor) 11 mounted on the case 4 to detect cracks, inclinations, and settlements by detecting inclinations in the X-axis, Y-axis, and Z-axis directions; A geomagnetic sensor 13 for measuring magnetic force; A temperature and humidity sensor 14 for measuring temperature and humidity; A vibration sensor 15 for detecting a movement; An elastic sensor 16 for measuring an elastic degree; MCU (21) for receiving and processing the data measured from the sensors; A first low power communication module (LPWAN) 27; The power supply unit 23 and the antenna 25 is included.
  • LPWAN low power communication module
  • the tilt sensor 11 is a sensor for measuring a change in azimuth using a value of an angular velocity, which is an object's rotational speed, and a method of calculating an angular velocity by converting a Coriolis force generated when the object is rotated into an electrical signal. This is mainly used.
  • the inclination sensor 11 can know the rotation angle and the inclination of the rotating object, the inclination sensor 11 can be used together with the vibration sensor 15 measuring the acceleration or the impact strength of the object to recognize the movement of the cultural property. have.
  • the vibration sensor 15 is a sensor that detects vibration and earthquake by measuring an acceleration, which is a change in speed, and an electronic method or a voltage method is mainly used.
  • an electronic vibration sensor measures the amount of movement of a movable part having an appropriate mass by the electromotive force of a magnet and a coil, and a voltage vibration sensor generates a voltage when a pressure is applied.
  • the acceleration is measured by the applied pressure.
  • the vibration sensor 15 may be a sensor of various standards, for example, a D7S Seismic sensor may be used.
  • the geomagnetic sensor 13 is a sensor for detecting geomagnetism by the Hall Effect. As the electrons are deflected by the current in the orthogonal conductor and the magnetic field, voltage is generated at both ends of the conductor. By measuring the Hall voltage), the magnitude of the current magnetic field can be determined.
  • the triaxial geomagnetic sensor 13 is mainly used.
  • the temperature and humidity sensor 14 is provided with a temperature sensor and a humidity sensor integrally, the temperature sensor is a method for sensing the temperature by using the property that the device changes the electrical characteristics according to the temperature.
  • the temperature sensor has a resolution of 0.01 degrees, and a thermocouple, a temperature measuring resistor, a thermistor (NTC), a metal thermometer, and a thermistor (NTC, PTC, CTR) thermoelectric ferrite type temperature sensor are mainly used.
  • NTC Positive Thremal Coefficient
  • Humidity sensors use various types of humidity sensors, such as the use of changes in electrical resistance or capacitance caused by absorption into porous ceramics or polymer membranes, and the use of changes in the resonant frequency of the vibrator due to the change in weight of the absorbing material installed in the vibrator. Can be used.
  • lithium chloride humidity sensor electrolytic humidity sensor (P2O5 humidity sensor), polymer membrane humidity sensor, quartz vibration type humidity sensor, aluminum oxide humidity sensor, ceramic humidity sensor, thermistor humidity sensor, microwave humidity sensor, dew condensation sensor, dew point sensor, etc.
  • P2O5 humidity sensor electrolytic humidity sensor
  • polymer membrane humidity sensor quartz vibration type humidity sensor
  • quartz vibration type humidity sensor aluminum oxide humidity sensor
  • ceramic humidity sensor ceramic humidity sensor
  • thermistor humidity sensor microwave humidity sensor
  • dew condensation sensor dew point sensor
  • This humidity sensor has a resolution of 0.1%.
  • the data output from the plurality of sensors is transmitted to the MCU 21, and the MCU 21 processes and analyzes the data, so that the cracks, settlements, slopes, temperature and humidity levels, gas leaks, and fines of buildings and the like are processed.
  • the dust concentration, etc. will be measured or judged.
  • the MCU 21 refers to a unit that receives data such as a microprocessor and processes and outputs the data. For example, convert each measured value to m, mm, degrees Celsius, degrees Fahrenheit, etc.
  • the MCU 21 processes the received data, converts the result into a LPWAN signal in a low-power wide area network (LPWAN) 27 and transmits the result to the relay unit 5.
  • LPWAN low-power wide area network
  • the frequency band is 917-923.5 Mhz.
  • the relay unit 5 receives the LPWAN signal from the sensor unit 3 and converts the LPWAN signal into an Ethernet or Wifi signal. That is, the relay unit 5 includes a gateway 7 and a low-power wide area network (LPWAN) to convert the WAN signal received from the sensor unit 3 into Ethernet or Wifi to convert the server into a server. Transfer to (S).
  • LPWAN low-power wide area network
  • the frequency band is 917-923.5 Mhz.
  • data is transmitted between the sensor and the relay unit by LPWAN signals, and the short range wireless communication method used in a smart home such as a Zigbee or a beacon, a smart building, or the like is a smart home gateway 7,
  • a smart home gateway 7 In order to access an IoT device, it must go through a complicated process such as a smart phone.
  • LPWANs can be directly connected without the hassle of user space, and are mainly applied to outdoor applications requiring a large number of devices.
  • the low power long distance communication method is a low power wireless wide area network that has a very wide service range of 10 km or more and provides communication speeds of up to several hundred kilobits per second (kbps) or less. It is mainly used as an IoT dedicated network.
  • the low-power long-distance communication method is classified into LoRaWAN, SIGFOX, LTE-MTC, narrowband Internet of Things (NB-IoT), and the like.
  • the low-power long-range communication method is also capable of a mesh network function in which one BLE device transfers information of another BLE device.
  • server (S) receives the data received from the relay unit 5, and the classification and analysis of this data is stored in the database 47.
  • a server (S) is arranged in a control room located in a remote place, such that the administrator can determine whether the safety of the cultural property in real time.
  • the server S includes a signal input unit 31 and an inclination determination unit 33 for analyzing the input signal to determine the inclination of the building; A crack determination unit 35 that determines a crack; A stretch determination unit 38 for determining a degree of expansion; A temperature and humidity determination unit 37 for determining whether or not the reference value of the temperature and humidity is exceeded; Database 47.
  • the server S refers to a general server 3, which is computer hardware on which the server 3 program is executed.
  • the server S monitors and controls the entire network N such as printer control or file management, Connection to other networks (N) over public networks, sharing software resources such as data, programs, files, modems, faxes, and printers. Support for sharing hardware resources such as other equipment.
  • the server (S) is equipped with a program for performing the cultural property risk assessment proposed in the present invention, the slope determination unit 33, the construction determination unit 38, the temperature and humidity determination unit 37 and In conjunction with the database 47, the risk of cultural property can be evaluated.
  • the inclination determination unit 33, the expansion and contraction determination unit 38, and the temperature and humidity determination unit 37 receives the data through the input device and the operation unit through a series of processes through the calculation device to output the electronic unit it means.
  • the inclination determination unit 33 analyzes the inclination detection sensor 11 or the vibration detection sensor 15 received through the MCU 21 of the sensor unit 3 to determine the inclination degree based on the position value or the acceleration value. do.
  • the pillar may be inclined when an external force is applied due to an earthquake or the like.
  • the inclination sensor 11 measures the inclination of the pillar by mounting the sensor unit 3 on the pillar. can do. And the measured inclination data is transmitted to the server S through the relay unit 5, so that the inclination determination unit 33 can calculate the inclination by calculating this inclination value.
  • the crack determination part 35 judges the crack of a cultural property, especially the crack of the stone cultural property like a wall.
  • the server S can recognize that the crack occurred in the corresponding area by receiving and analyzing these two signals.
  • the stretch determination unit 38 may detect whether the object 2 is stretched when a signal is received from the stretch detection sensor 16.
  • the temperature-humidity determination unit 37 analyzes the received temperature or humidity data and determines that the temperature and humidity fluctuate beyond the reference range if it is above or below the reference value.
  • the stretch sensor 16 may be additionally mounted.
  • the cultural property is a lot of wooden buildings can be installed by mounting such a stretch sensor 16, such as wooden pillars can detect the degree of expansion of the wood to determine the degree of expansion.
  • the stretch detection sensor 16 includes a strain gauge and the like.
  • the server (S) is equipped with software of the open source database and platform-based (GNU / Linux, MariaDB).
  • the interactive UI can input and output relevant data, calculate statistics for each cultural property, and output the graphs.
  • the abnormality determination unit 45 and the determination module 50 to determine and determine the type of cultural property
  • Computation module 52 for transmitting and receiving signals to the slope determination unit 33, the crack determination unit 35, and the temperature and humidity determination unit 37 to analyze the data input from each determination unit to determine the overall risk of the building or bridge.
  • It includes an output module 54 for outputting the result calculated by the calculation module 52.
  • the determination module 50 determines whether the object 2 is a stone cultural asset or a wooden cultural asset by the signal received by the signal input unit 31. This can be determined by the identification code given to the sensor unit 3 mounted on the object (2). That is, in the case of a sensor unit mounted on a wooden cultural property, an identification code corresponding to a wooden cultural property is given, and in the case of a sensor unit mounted on a stone cultural property, an identification code corresponding to a stone cultural property is given.
  • the calculation module 52 differentially compares the result values received by the inclination determination unit 33, the crack determination unit 35, and the temperature and humidity determination unit 37. By correcting and calculating, the risk of the entire object is determined.
  • the specific gravity of the resultant value of the slope determination unit 33 is 40
  • the specific gravity of the resultant value output from the crack determination unit 35 is 40
  • the specific gravity of the resultant value of the temperature and humidity judgment unit 37 is calculated at the ratio of 20. do.
  • the overall risk is calculated by setting the specific gravity higher than the result of the inclination and crack determination unit 33, 35 than the result of the temperature and humidity.
  • the calculation module 52 evaluates the overall risk according to the following formula.
  • the range of expansion and contraction is greater than that of stone cultural properties, so the calculation is performed by reflecting the expansion and reception values received from the stretching sensors.
  • the specific gravity of the resultant value of the inclination determination unit 33 is 30, the specific gravity of the resultant value output from the crack determination unit 35 is 30, the specific gravity of the result value of the expansion and contraction determination unit 38 is 20, and the temperature and humidity judgment unit ( The specific gravity of the resultant value in 37) is calculated at the ratio of 20.
  • the building is composed of various materials such as wooden pillars, tiled roofs, wooden doors, the slope of each configuration, degree of cracking, The degree of deformation of the temperature and humidity is different.
  • the risk is judged by relatively applying the inclination value, the crack value, and the temperature and humidity value for each component.
  • the database 47 stores and stores data processed by the server. For example, data about IDs, MACs, names, types, X coordinates, and Y coordinates of a plurality of sensors mounted in cultural assets scattered throughout the country. Receive and save.
  • the data processed by the server S is displayed as a table, a graph, etc. through the display C such as a monitor, so that the user can visually check the current state.
  • the user can mount the relevant app (App.) On the smartphone A, and activate the app to connect to the server (S) to monitor in real time whether the cultural property slope, cracks, temperature and humidity.
  • the present invention relates to a cultural property displacement monitoring system, and more particularly, to a technology capable of effectively preventing disasters by identifying and displacing cultural property in real time using a low power long distance communication network based on an improved sensor and IOT.
  • a cultural property displacement monitoring system and more particularly, to a technology capable of effectively preventing disasters by identifying and displacing cultural property in real time using a low power long distance communication network based on an improved sensor and IOT.

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Abstract

The present invention relates to an IOT-based cultural property displacement monitoring system (1). The IOT-based cultural property displacement monitoring system (1) comprises: a sensor unit (3) mounted on an object (2) for sensing position in the three-axis directions of the X-axis, Y-axis, and Z-axis, acceleration, temperature and humidity, fine dust, and gas leakage; a relay unit (5) for receiving a signal from the sensor unit (3), converting the signal into a low-power long distance communication signal, and transmitting the converted signal; and a server (S) for receiving the low-power communication signal from the relay unit (5) and analyzing data to determine whether the object (2) is inclined and cracked, and transmitting same to a terminal to determine the cracked state even at a remote location, wherein the server (S) comprises: a signal input unit (31) for receiving a signal from the relay unit (5); an inclination determination unit (33) for determining an inclination of a building by analyzing the input signal; a crack determination unit (35) for determining a crack; a strain determination unit (38) for determining strain; a temperature and humidity determination unit (37) for determining whether the reference value of the temperature and humidity are exceeded; and a database (47).

Description

IOT 기반의 문화재 변위 모니터링 시스템IOT based cultural property displacement monitoring system

본 발명은 문화재 변위 모니터링 시스템에 관한 것으로, 보다 상세하게는 개량된 센서 및 IOT를 기반으로 저전력 장거리 통신망을 이용하여 문화재의 변위 여부를 실시간으로 파악하여 원격지에 전송함으로써 재해를 효과적으로 예방할 수 있는 기술에 관한 것이다.The present invention relates to a cultural property displacement monitoring system, and more particularly, to a technology capable of effectively preventing disasters by identifying and displacing cultural property in real time using a low power long distance communication network based on an improved sensor and IOT. It is about.

일반적으로 문화재, 건축물, 교량 등은 시간이 경과함에 따라 균열 등으로 인하여 변형이 발생될 수 있어서 안전진단을 실시하여야 한다.In general, cultural properties, buildings, bridges, etc., as deformation may occur due to cracking over time, safety diagnosis should be conducted.

최근 지진의 위험이 증가하고 있는 바, 이러한 지진발생시 문화재 등의 안전점검은 매우 중요하다.Recently, the risk of earthquakes has increased, so it is very important to check the safety of cultural assets during such an earthquake.

특히, 산성, 성벽의 경우 많은 양의 빗물이 스며들 때 내부의 토압(토양의 압력)으로 배부름 현상이 나타나며 지진 및 해빙기 폭설로 인한 붕괴가 잦다.Particularly, in case of acid and castle wall, when a large amount of rainwater is infiltrated, the filling phenomenon occurs due to internal earth pressure (soil pressure), and it is frequently collapsed due to earthquakes and heavy snowfall.

또한, 목조 건축 문화재의 지진 및 폭설로 인하여 기둥의 기울기와 침하에 의한 변위가 발생하여 붕괴가 발생 한다. 그리고, 목조 건축 문화재는 특성상 계절별 온도와 습도에 따라서 변위가 발생한다.In addition, due to the earthquake and heavy snowfall of the wooden building cultural property, the displacement caused by the slope and settlement of the column occurs and collapses. In addition, the wooden building cultural properties, displacement occurs depending on the seasonal temperature and humidity.

따라서, 이러한 문화재에 대한 안전점검이 요구되며, 안전점검은 주기적으로 다양한 방식에 의하여 수행될 수 있는 바, 현장을 방문하여 육안으로 직접 점검하거나, 초음파로 점검하거나, 자성분말을 살포하여 자력세기를 측정하여 점검하는 방식으로 이루어진다.Therefore, the safety inspection for these cultural properties is required, and the safety inspection can be performed by various methods periodically, so that the magnetic strength can be improved by visiting the site and visually inspecting it by means of the naked eye, ultrasonic inspection, or spraying magnetic powder. This is done by measuring and checking.

현장 방문 점검 방식은 육안 및 계측 장비를 활용하여 균열과 누수 여부 등을 확인하며 위험요소가 확인될 경우 정밀 안전진단을 추가적으로 진행하여 안전사고에 대한 대비를 한다.The site visit inspection method uses visual and measurement equipment to check for cracks and leaks, and if a risk factor is identified, additionally performs a precision safety diagnosis to prepare for a safety accident.

그러나, 이러한 종래의 현장 방문 점검 방식은 주기적인 모니터링을 하기 위해선 많은 인력과 시간, 고가의 장비가 동원 될 수밖에 없어 사각지대가 발생하며 이에 따른 안전 사고가 발생될 수 있는 문제점이 있다.However, such a conventional site visit inspection method has a problem that a blind spot occurs because a lot of manpower, time, expensive equipment is mobilized for periodic monitoring, and there is a problem that a safety accident may occur accordingly.

특히 인력의 접근이 힘든 지역은 관리대상에서 소홀해 질 수밖에 없어 정확한 변위 측정이 어렵다.In particular, in areas with hardly accessible human resources, it is inevitable to be neglected from the management target, making accurate displacement measurement difficult.

또한, 육안으로 문화재의 변위를 점검하게 되므로 점검자의 개인 역량에 따라 차이가 발생하여 검사 결과에 대한 신뢰성이 떨어지는 문제점이 있다.In addition, the visual inspection of the displacement of the cultural property, there is a problem that the difference occurs depending on the individual competence of the inspector is less reliable for the test results.

따라서, 이와 같은 문제점을 해결하기 위하여, 본 발명의 목적은 개량된 센서 및 IOT를 기반으로 저전력 장거리 통신망을 이용하여 문화재의 변위 여부를 실시간으로 파악하여 원격지에 전송함으로써 재해를 효과적으로 예방할 수 있는 기술을 제공하는 것이다.Therefore, in order to solve such a problem, an object of the present invention is to use a low-power long-distance communication network based on the improved sensor and IOT to identify the displacement of cultural assets in real time and transmit to a remote location to effectively prevent the disaster To provide.

또한, 본 발명의 목적은 문화재를 석조 문화재와 목조 문화재로 구분하여 각 문화재에 따라 달리 위험도를 평가함으로써 각 문화재에 적합한 평가할 수 있는 기술을 제공하는 것이다.In addition, it is an object of the present invention to provide a technology that can be appropriate for each cultural property by evaluating the risk according to each cultural property by dividing the cultural property into stone cultural properties and wooden cultural properties.

상기한 목적을 달성하기 위하여, 본 발명의 일 실시예는,In order to achieve the above object, an embodiment of the present invention,

대상물(2)에 장착되어 X축, Y축, Z축의 3축방향의 위치, 가속도, 온습도, 미세먼지, 가스누출을 감지하는 센서부(3)와; A sensor unit (3) mounted on the object (2) for detecting the position, acceleration, temperature and humidity, fine dust, and gas leakage in three axes in the X-axis, Y-axis, and Z-axis;

센서부(3)로부터 신호를 수신하여 저전력 장거리 통신신호로 변환하여 송신하는 중계부(5)와; 그리고A relay unit 5 which receives a signal from the sensor unit 3, converts it into a low power long distance communication signal, and transmits the signal; And

중계부(5)로부터 저전력 통신신호를 수신하여 데이터를 분석하여 대상물(2)의 경사 및 균열여부를 판단하고, 단말기에 전송함으로써 원격지에서도 균열 상태를 파악할 수 있도록 하는 서버(S)를 포함하며,Receiving a low-power communication signal from the relay unit 5 to analyze the data to determine whether the inclination and cracking of the object (2), and transmits to the terminal includes a server (S) to determine the state of cracking from a remote location,

서버(S)는 중계부(5)로부터 신호를 수신하는 신호 입력부(31)와, 입력된 신호를 분석하여 건물의 기울어짐을 판단하는 경사 판단부(33)와; 균열을 판단하는 균열 판단부(35)와; 신축 여부를 판단하는 신축 판단부(38)와; 온습도의 기준치 초과여부를 판단하는 온습도 판단부(37)와; 데이터 베이스(47)를 포함하는 IOT 기반의 문화재 변위 모니터링 시스템(1)을 제공한다.The server (S) includes a signal input unit (31) for receiving a signal from the relay unit (5), and an inclination determination unit (33) for determining the inclination of the building by analyzing the input signal; A crack determination unit 35 that determines a crack; A stretch determination unit 38 for determining whether or not there is a stretch; A temperature and humidity determination unit 37 for determining whether or not the reference value of the temperature and humidity is exceeded; An IOT-based cultural property displacement monitoring system 1 including a database 47 is provided.

상기한 바와 같이 본 발명의 일 실시예에 따른 IOT 기반의 문화재 변위 모니터링 시스템은 개량된 센서 및 IOT를 기반으로 저전력 장거리 통신망을 이용하여 문화재의 변위 여부를 실시간으로 파악하여 원격지에 전송함으로써 재해를 효과적으로 예방할 수 있는 장점이 있다.As described above, the IOT-based cultural property displacement monitoring system according to an embodiment of the present invention detects the displacement of the cultural property in real time using a low-power long-distance communication network based on an improved sensor and IOT and transmits it to a remote location to effectively prevent a disaster. There is an advantage to prevent.

그리고, 문화재의 복수의 센서를 부착하고, 측정된 경사값, 균열값, 신축값, 온습도값에 의하여 문화재의 위험도를 평가하되, 각 측정값의 비중을 서로 달리하여 평가함으로써 석조, 목조 등 다양한 재질을 갖는 문화재의 위험도를 실제와 유사하게 평가할 수 있는 장점이 있다.In addition, by attaching a plurality of sensors of the cultural property, and evaluate the risk of the cultural property according to the measured inclination value, crack value, expansion value, temperature and humidity value, by evaluating the specific gravity of each measured value by different materials such as stone, wood There is an advantage in that the risk of cultural property with a similarity can be evaluated.

도 1은 본 발명의 실시예에 따른 IOT 기반의 문화재 변위 모니터링 시스템을 구조를 보여주는 도면이다.1 is a view showing the structure of the IOT-based cultural property displacement monitoring system according to an embodiment of the present invention.

도 2는 도 1에 도시된 변위센서의 내부 구조를 보여주는 구조도이다.2 is a structural diagram showing the internal structure of the displacement sensor shown in FIG.

도 3은 도 1에 도시된 중계부의 내부 구조를 보여주는 구조도이다.3 is a structural diagram showing the internal structure of the relay unit shown in FIG.

도 4는 도 1에 도시된 서버의 구조를 보여주는 도면이다.4 is a diagram illustrating the structure of a server shown in FIG. 1.

도 5(a)는 도 1에 도시된 변위센서가 목조 건물에 설치된 상태를 보여주는 도면이고, 도 5(b)는 성벽에 설치된 상태를 보여주는 도면이다.Figure 5 (a) is a view showing a state in which the displacement sensor shown in Figure 1 is installed in a wooden building, Figure 5 (b) is a view showing a state installed in the wall.

도 6은 도 1에 도시된 관제실의 모니터 출력화면을 보여주는 도면이다.6 is a view showing a monitor output screen of the control room shown in FIG.

도 7은 도 1에 도시된 모니터상에 표시된 지도를 보여주는 도면이다.7 is a view showing a map displayed on the monitor shown in FIG.

도 8은 도 4에 도시된 이상여부 판단부의 내부 구조를 개략적으로 보여주는 도면이다.8 is a view schematically showing the internal structure of the abnormality determination unit shown in FIG.

이하, 본 발명에 따른 IOT 기반의 문화재 변위 모니터링 시스템에 대하여 첨부된 도면을 참조하여 상세하게 설명한다.Hereinafter, the IOT-based cultural property displacement monitoring system according to the present invention will be described in detail with reference to the accompanying drawings.

도 1 내지 도 6에 도시된 바와 같이, 본 발명의 일 실시예가 제안하는 IOT 기반의 문화재 변위 모니터링 시스템(1)은 문화재 등의 건물이나 교량(이하; 대상물;3) 등에 설치되어 균열이나, 온습도, 진동, 기울어짐 등을 감지하여 원격지에 실시간으로 알림으로써 안전사고를 방지하게 된다.1 to 6, the IOT-based cultural property displacement monitoring system 1 proposed by an embodiment of the present invention is installed in a building or a bridge (hereinafter referred to as an object; 3), such as cultural property, cracks, temperature and humidity By detecting vibrations, tilts, etc. in real time to prevent remote accidents.

이러한 IOT 기반의 문화재 변위 모니터링 시스템(1)은 대상물(2)에 장착되어 X축, Y축, Z축의 3축방향의 균열 등을 감지하는 센서부(3)와; 센서부(3)로부터 신호를 수신하여 저전력 장거리 통신신호로 변환하여 송신하는 중계부(5)와; 중계부(5)로부터 저전력 통신신호를 수신하여 데이터를 분석하고 단말기에 전송함으로써 원격지에서도 균열 상태를 파악할 수 있도록 하는 서버(S)를 포함한다.The IOT-based cultural property displacement monitoring system (1) is mounted to the object (2) sensor unit for detecting cracks in the three-axis direction of the X-axis, Y-axis, Z-axis and the like; A relay unit 5 which receives a signal from the sensor unit 3, converts it into a low power long distance communication signal, and transmits the signal; Receiving a low-power communication signal from the relay unit 5, and analyzes the data and transmits to the terminal includes a server (S) to be able to determine the crack state even in the remote.

이러한 구조를 갖는 IOT 기반의 문화재 변위 모니터링 시스템(1)에 있어서,In the IOT-based cultural property displacement monitoring system 1 having such a structure,

센서부(3)는 대상물(2)의 적절한 위치에 장착되어 주변의 균열이나, 온습도와, 지진, 기울기 등을 측정하게 된다.The sensor unit 3 is mounted at an appropriate position of the object 2 to measure the surrounding crack, temperature and humidity, earthquake, slope and the like.

이러한 센서부(3)는 온습도센서, 균열거리 감지센서, 진동센서, 기울기 감지센서를 하나의 유닛(Unit)으로 구성한다.The sensor unit 3 comprises a temperature and humidity sensor, a crack distance sensor, a vibration sensor, a tilt sensor as a unit.

즉, 센서부(3)는 케이스(4)와; 케이스(4)에 장착되어 X축, Y축, Z축방향의 기울어짐을 감지함으로써 균열이나 경사, 침하를 감지하는 기울기 감지센서(Gyro Sensor;11)와; 자력을 측정하는 지자기 센서(geomagnetic sensor;13)와; 온도 및 습도를 측정하는 온습도 센서(temperature and humidity sensor;14)와; 움직임을 감지하는 진동 감지센서(acceleration sensor;15)와; 신축정도를 측정하는 신축 감지센서(16)와; 상기 센서들로부터 측정된 데이터를 수신하여 처리하는 MCU(21)와; 제 1저전력 통신모듈(LPWAN;27)과; 전원부(23) 및 안테나(25)를 포함한다.That is, the sensor unit 3 includes a case 4; A tilt sensor (Gyro Sensor) 11 mounted on the case 4 to detect cracks, inclinations, and settlements by detecting inclinations in the X-axis, Y-axis, and Z-axis directions; A geomagnetic sensor 13 for measuring magnetic force; A temperature and humidity sensor 14 for measuring temperature and humidity; A vibration sensor 15 for detecting a movement; An elastic sensor 16 for measuring an elastic degree; MCU (21) for receiving and processing the data measured from the sensors; A first low power communication module (LPWAN) 27; The power supply unit 23 and the antenna 25 is included.

기울기 감지센서(11)는 물체의 회전속도인 각속도의 값을 이용하여 방위 변화를 측정하는 센서이며, 물체가 회전 운동할 때 생기는 코리올리 힘(Coriolis Force)을 전기적 신호로 변환하여 각속도를 연산하는 방식이 주로 사용된다.The tilt sensor 11 is a sensor for measuring a change in azimuth using a value of an angular velocity, which is an object's rotational speed, and a method of calculating an angular velocity by converting a Coriolis force generated when the object is rotated into an electrical signal. This is mainly used.

그리고, X축 및 Y축의 2축을 지원하는 방식이며, 고정밀의 경사계(Inclinometer)를 사용한다.In addition, it is a system that supports two axes of the X axis and the Y axis, and uses a high precision inclinometer.

아울러, 이러한 기울기 감지센서(11)는 회전하는 물체의 회전각과 기울기 등을 알 수 있기 때문에 물체의 가속도나 충격의 세기를 측정하는 진동 감지센서(15)와 함께 사용되어 문화재의 움직임을 인식할 수 있다.In addition, since the inclination sensor 11 can know the rotation angle and the inclination of the rotating object, the inclination sensor 11 can be used together with the vibration sensor 15 measuring the acceleration or the impact strength of the object to recognize the movement of the cultural property. have.

이러한 진동 감지센서(15)는 속도의 변화인 가속도를 측정하여 진동 및 지진을 검출하는 센서로서, 전자식방식이나 전압식 방식이 주로 사용된다. 예를 들면, 전자식 진동 감지센서는 적당한 질량을 가진 가동(可動) 부분이 움직인 양을 자석과 코일의 기전력(起電力)에 의하여 측정하는 것이고, 전압식 진동 감지센서는 압력을 가하면 전압을 발생하는 압전 소자를 사용하여, 가해진 압력으로써 가속도를 측정하는 방식이다.The vibration sensor 15 is a sensor that detects vibration and earthquake by measuring an acceleration, which is a change in speed, and an electronic method or a voltage method is mainly used. For example, an electronic vibration sensor measures the amount of movement of a movable part having an appropriate mass by the electromotive force of a magnet and a coil, and a voltage vibration sensor generates a voltage when a pressure is applied. Using a piezoelectric element, the acceleration is measured by the applied pressure.

진동 감지센서(15)는 다양한 규격의 센서가 사용될 수 있으며, 예를 들면 D7S Seismic sensor이 사용될 수 있다.The vibration sensor 15 may be a sensor of various standards, for example, a D7S Seismic sensor may be used.

그리고, 지자기 센서(13)는 홀 효과(Hall Effect)에 의하여 지자기를 감지하는 센서로서, 직교하는 전도체 내의 전류와 자기장에 의해 전자가 편향되면서 도체 양단에 전압이 발생하는데 이것은 선형 값이므로 저 전압(홀전압이라고 한다)을 측정하면 현재 입사된 자기장의 크기를 알 수 있게 되는 방식이다. 주로 3축 지자기 센서(13)가 사용된다.In addition, the geomagnetic sensor 13 is a sensor for detecting geomagnetism by the Hall Effect. As the electrons are deflected by the current in the orthogonal conductor and the magnetic field, voltage is generated at both ends of the conductor. By measuring the Hall voltage), the magnitude of the current magnetic field can be determined. The triaxial geomagnetic sensor 13 is mainly used.

온습도 센서(14)는 온도 센서와 습도센서가 일체로 구비되는 바, 온도센서는 소자가 온도에 따라 전기 특성이 변하는 성질을 이용하여 온도를 감지하는 방식이다. 이러한 온도센서는 0.01도의 분해능을 갖으며, 열전쌍, 온도측정 저항체, 서미스터(NTC), 금속식 온도계, 서미스터(NTC, PTC, CTR) 감온 페라이트 방식의 온도센서가 주로 사용된다.The temperature and humidity sensor 14 is provided with a temperature sensor and a humidity sensor integrally, the temperature sensor is a method for sensing the temperature by using the property that the device changes the electrical characteristics according to the temperature. The temperature sensor has a resolution of 0.01 degrees, and a thermocouple, a temperature measuring resistor, a thermistor (NTC), a metal thermometer, and a thermistor (NTC, PTC, CTR) thermoelectric ferrite type temperature sensor are mainly used.

서미스터 방식의 온도센서에 있어서, NTC(Positive Thermal Coefficient) 타입과, PTC Positive Thremal Coefficient) 타입으로 구분되는 바,NTC 는 온도가 올라가면 저항이 적어지는 방식이고, PTC는 온도가 올라감에 따라 저항이 증가하는 방식이다.In thermistor type temperature sensor, NTC (Positive Thermal Coefficient) type and PTC Positive Thremal Coefficient (NTC) type are divided into two types. NTC is a method of decreasing resistance as the temperature increases, and PTC increases its resistance as the temperature increases. That's the way

습도센서는 다공질 세라믹스나 고분자막으로 흡수됨으로써 일어나는 전기저항이나 정전용량의 변화를 이용하는 방식과, 진동자에 설치한 흡수 물질의 중량변화에 의한 진동자의 공진주파수의 변화를 이용하는 방식 등 다양한 종류의 습도센서가 사용될 수 있다.Humidity sensors use various types of humidity sensors, such as the use of changes in electrical resistance or capacitance caused by absorption into porous ceramics or polymer membranes, and the use of changes in the resonant frequency of the vibrator due to the change in weight of the absorbing material installed in the vibrator. Can be used.

구체적으로는 염화 리튬 습도센서, 전해 습도센서 (P2O5 습도센서), 고분자막 습도 센서, 수정진동식 습도센서, 산화알루미늄 습도센서, 세라믹 습도센서, 서미스터 습도센서, 마이크로파 습도센서, 결로센서, 노점센서 등을 포함한다.Specifically, lithium chloride humidity sensor, electrolytic humidity sensor (P2O5 humidity sensor), polymer membrane humidity sensor, quartz vibration type humidity sensor, aluminum oxide humidity sensor, ceramic humidity sensor, thermistor humidity sensor, microwave humidity sensor, dew condensation sensor, dew point sensor, etc. Include.

이러한 습도센서는 0.1%의 분해능을 갖는다.This humidity sensor has a resolution of 0.1%.

이와 같이 복수의 센서로부터 출력된 데이터는 MCU(21)로 전송되며, MCU(21)는 이 데이터를 처리, 분석함으로써 건물 등의 균열, 침하와, 경사와, 온습도와, 가스 누출여부와, 미세먼지 농도 등을 측정하거나 판단하게 된다.As such, the data output from the plurality of sensors is transmitted to the MCU 21, and the MCU 21 processes and analyzes the data, so that the cracks, settlements, slopes, temperature and humidity levels, gas leaks, and fines of buildings and the like are processed. The dust concentration, etc. will be measured or judged.

이때, MCU(21)는 마이크로 프로세서와 같이 데이터를 입력받고 이를 처리하여 출력하는 유닛을 의미한다. 예를 들면, 각 측정된 값을 m, mm, 섭시, 화시등으로 변환한다.In this case, the MCU 21 refers to a unit that receives data such as a microprocessor and processes and outputs the data. For example, convert each measured value to m, mm, degrees Celsius, degrees Fahrenheit, etc.

이와 같이, MCU(21)는 수신된 데이터를 처리하고, 그 결과를 저전력 통신모듈(LPWAN;low-power wide area network;27)에서 LPWAN신호로 변환하여 중계부(5)로 송출한다. 이때, 주파수 대역은 917-923.5 Mhz이다.As such, the MCU 21 processes the received data, converts the result into a LPWAN signal in a low-power wide area network (LPWAN) 27 and transmits the result to the relay unit 5. At this time, the frequency band is 917-923.5 Mhz.

상기 중계부(5)는 센서부(3)로부터 LPWAN 신호를 수신하고, 이더넷 혹은 Wifi신호로 변환한다. 즉, 중계부(5)는 게이트 웨이(Gateway;7) 및 저전력 통신모듈(LPWAN;low-power wide area network)을 구비함으로써 센서부(3)로부터 수신된 WAN 신호를 이더넷 혹은 Wifi로 변환하여 서버(S)로 전송한다.The relay unit 5 receives the LPWAN signal from the sensor unit 3 and converts the LPWAN signal into an Ethernet or Wifi signal. That is, the relay unit 5 includes a gateway 7 and a low-power wide area network (LPWAN) to convert the WAN signal received from the sensor unit 3 into Ethernet or Wifi to convert the server into a server. Transfer to (S).

이때, 주파수 대역은 917-923.5 Mhz이다.At this time, the frequency band is 917-923.5 Mhz.

상기한 바와 같이, 본 출원에서는 센서와 중계부(5)간에 LPWAN신호에 의하여 데이터를 전송하는 바, 지그비나 비콘 등 스마트 홈, 스마트 빌딩 등에 사용하는 근거리 무선 통신방식은 스마트 홈 게이트웨이(7), 스마트 폰 등의 복잡한 과정을 거쳐야 사물인터넷 디바이스에 접근할 수 있다.As described above, in the present application, data is transmitted between the sensor and the relay unit by LPWAN signals, and the short range wireless communication method used in a smart home such as a Zigbee or a beacon, a smart building, or the like is a smart home gateway 7, In order to access an IoT device, it must go through a complicated process such as a smart phone.

그러나, 저전력 장거리 통신망(LPWAN)은 사용자 영역의 번거로운 과정을 거치지 않고 직접 연결할 수가 있어서, 주로 다수의 디바이스들이 필요한 옥외 응용 분야에 적용된다.However, LPWANs can be directly connected without the hassle of user space, and are mainly applied to outdoor applications requiring a large number of devices.

이러한 저전력 장거리 통신방식은 서비스 범위가 10km 이상의 광역으로 매우 넓고, 초당 최대 수백 킬로비트(kbps) 이하의 통신 속도를 제공하는 전력 소모가 적은 무선 광역 통신망을 의미한다. 주로 사물 인터넷(IoT) 전용 네트워크로 사용된다. The low power long distance communication method is a low power wireless wide area network that has a very wide service range of 10 km or more and provides communication speeds of up to several hundred kilobits per second (kbps) or less. It is mainly used as an IoT dedicated network.

그리고, 저전력 장거리 통신방식은 로라(LoRaWAN), 시그폭스(SIGFOX), 엘티이-엠티시(LTE-MTC:LTE Machine-Type Communications), 협대역 사물 인터넷(NB-IoT) 방식 등으로 구분된다.The low-power long-distance communication method is classified into LoRaWAN, SIGFOX, LTE-MTC, narrowband Internet of Things (NB-IoT), and the like.

또한, 상기 저전력 장거리 통신방식은 하나의 BLE 디바이스가 다른 BLE 디바이스의 정보를 전달하는 메쉬 네트워크 기능도 가능하다.In addition, the low-power long-range communication method is also capable of a mesh network function in which one BLE device transfers information of another BLE device.

상기 서버(S)는 중계부(5)로부터 수신한 데이터를 수신하고, 이 데이터를 분류 및 분석하여 데이터베이스(47)에 저장한다. 이러한 서버(S)는 원격지에 위치한 관제실 등에 배치됨으로써 관리자는 실시간으로 해당 문화재에 대한 안전 여부를 파악할 수 있다.It said server (S) receives the data received from the relay unit 5, and the classification and analysis of this data is stored in the database 47. Such a server (S) is arranged in a control room located in a remote place, such that the administrator can determine whether the safety of the cultural property in real time.

즉, 서버(S)는 신호 입력부(31)와, 입력된 신호를 분석하여 건물의 기울어짐을 판단하는 경사 판단부(33)와; 균열을 판단하는 균열 판단부(35)와; 신축정도를 판단하는 신축 판단부(38)와; 온습도의 기준치 초과여부를 판단하는 온습도 판단부(37)와; 데이터 베이스(47)를 포함한다.That is, the server S includes a signal input unit 31 and an inclination determination unit 33 for analyzing the input signal to determine the inclination of the building; A crack determination unit 35 that determines a crack; A stretch determination unit 38 for determining a degree of expansion; A temperature and humidity determination unit 37 for determining whether or not the reference value of the temperature and humidity is exceeded; Database 47.

상기 서버(S)는 통상적인 서버(3)를 의미하는 바, 서버(3) 프로그램이 실행되고 있는 컴퓨터 하드웨어로서, 프린터 제어나 파일 관리 등 네트워크(N) 전체를 감시, 제어하거나, 메인프레임이나 공중망을 통한 다른 네트워크(N)와의 연결, 데이터, 프로그램, 파일 같은 소프트웨어 자원이나 모뎀, 팩스, 프린터 공유. 기타 장비 등 하드웨어 자원을 공유할 수 있도록 지원한다. The server S refers to a general server 3, which is computer hardware on which the server 3 program is executed. The server S monitors and controls the entire network N such as printer control or file management, Connection to other networks (N) over public networks, sharing software resources such as data, programs, files, modems, faxes, and printers. Support for sharing hardware resources such as other equipment.

그리고, 이러한 서버(S)에는 본 발명에서 제안하고 있는 문화재 위험도 평가를 수행할 수 있는 프로그램이 탑재됨으로써, 경사 판단부(33)와, 신축 판단부(38)와, 온습도 판단부(37)와, 데이터 베이스(47)와 연동하여 문화재의 위험도를 평가할 수 있다.And, the server (S) is equipped with a program for performing the cultural property risk assessment proposed in the present invention, the slope determination unit 33, the construction determination unit 38, the temperature and humidity determination unit 37 and In conjunction with the database 47, the risk of cultural property can be evaluated.

이때, 경사 판단부(33)와, 신축 판단부(38)와, 온습도 판단부(37)는 입력장치를 통하여 데이터를 입력받고 연산장치를 통하여 일련의 과정을 통하여 연산한 후 출력하는 전자 유닛을 의미한다.At this time, the inclination determination unit 33, the expansion and contraction determination unit 38, and the temperature and humidity determination unit 37 receives the data through the input device and the operation unit through a series of processes through the calculation device to output the electronic unit it means.

상기 경사 판단부(33)는 센서부(3)의 MCU(21)를 통하여 수신된 기울기 감지센서(11) 혹은 진동 감지센서(15)를 분석하여 위치값 혹은 가속도값에 의하여 기울기 정도를 판단하게 된다.The inclination determination unit 33 analyzes the inclination detection sensor 11 or the vibration detection sensor 15 received through the MCU 21 of the sensor unit 3 to determine the inclination degree based on the position value or the acceleration value. do.

도 5a에 도시된 바와 같이, 목조 건축물의 경우 기둥이 지진 등에 의하여 외력이 작용하면 기울어질 수 있는 바, 기둥에 이러한 센서부(3)를 장착함으로써 기울기 감지센서(11)가 기둥의 경사를 측정할 수 있다. 그리고, 측정된 경사 데이터는 중계부(5)를 통하여 서버(S)에 전송됨으로써 경사 판단부(33)가 이 경사값을 연산하여 기울어진 정도를 판단할 수 있다.As shown in FIG. 5A, in the case of a wooden building, the pillar may be inclined when an external force is applied due to an earthquake or the like. The inclination sensor 11 measures the inclination of the pillar by mounting the sensor unit 3 on the pillar. can do. And the measured inclination data is transmitted to the server S through the relay unit 5, so that the inclination determination unit 33 can calculate the inclination by calculating this inclination value.

그리고, 균열 판단부(35)는 문화재의 균열을 판단하는 바, 특히 성벽과 같은 석조 문화재의 균열을 판단한다.And the crack determination part 35 judges the crack of a cultural property, especially the crack of the stone cultural property like a wall.

즉, 도 5b에 도시된 바와 같이, 성벽에 발생한 균열부위의 양측에 2개의 센서부(3)를 장착하여 2개의 지자기 센서(13)로부터 수신된 데이터를 분석하여 상대 위치를 파악함으로써 균열 여부를 판단할 수 있다.That is, as shown in Figure 5b, by mounting the two sensor parts (3) on both sides of the cracks generated in the wall, analyzes the data received from the two geomagnetic sensors 13 to determine the relative position of the cracks You can judge.

예를 들면, 2개의 센서(13)가 균열된 부분(6)을 중심으로 양측에 각각 부착된 경우, 균열이 발생하게 되면 자력의 세기값이 변동되므로 각각의 센서부로부터 송신되는 위상값도 다르게 되므로 서버(S)는 이러한 2개의 신호를 수신하여 분석함으로써 해당 구역에 균열이 발생하였음을 파악할 수 있다.For example, when the two sensors 13 are attached to both sides of the cracked portion 6, respectively, when the crack occurs, the intensity value of the magnetic force is changed, so that the phase value transmitted from each sensor part is different. Therefore, the server S can recognize that the crack occurred in the corresponding area by receiving and analyzing these two signals.

신축 판단부(38)는 신축 감지센서(16)로부터 신호가 수신되면 대상물(2)의 신축 여부를 감지할 수 있다.The stretch determination unit 38 may detect whether the object 2 is stretched when a signal is received from the stretch detection sensor 16.

온습도 판단부(37)는 수신된 온도 혹은 습도 데이터를 분석하여 기준치 이상 혹은 이하이면 온도 및 습도가 기준범위를 넘어서 변동하는 것으로 판단한다. The temperature-humidity determination unit 37 analyzes the received temperature or humidity data and determines that the temperature and humidity fluctuate beyond the reference range if it is above or below the reference value.

그리고, 신축 감지센서(16)를 추가로 장착할 수 있다. 문화재는 목재 건물이 많음으로 이러한 신축 감지센서(16)를 목재기둥 등에 장착함으로써 목재의 신축정도를 감지하여 신축정도를 파악할 수 있다. 이때, 신축 감지센서(16)는 스트레인 게이지 등을 포함한다.And, the stretch sensor 16 may be additionally mounted. The cultural property is a lot of wooden buildings can be installed by mounting such a stretch sensor 16, such as wooden pillars can detect the degree of expansion of the wood to determine the degree of expansion. At this time, the stretch detection sensor 16 includes a strain gauge and the like.

한편, 이러한 서버(S)에는 오픈소스 데이터베이스 및 플랫폼 기반(GNU/Linux, MariaDB)의 소프트웨어가 탑재된다.On the other hand, the server (S) is equipped with software of the open source database and platform-based (GNU / Linux, MariaDB).

또한, HTTP 보안 및 HTTP/2 프로토콜을 지원하고, 웹 어플리케이션 서버(WAS) 기능이 탑재된다. 그리고, 부하 분산처리용 프록시 기능이 내장되며, 사용자 인증 및 퍼미션 기능이 지원된다. It also supports HTTP security and HTTP / 2 protocols, and is equipped with a web application server (WAS) function. It also has a built-in proxy for load balancing and user authentication and permission.

또한, 다중 게이트 지원 및 노드가 지원되며, 푸쉬(PUSH) 메시지 클라우드 의 연동을 지원한다.In addition, it supports multiple gates and nodes, and supports interworking of push message clouds.

그리고, 도 7에 도시된 바와 같이, 위치정보 서비스를 지원함으로써 2차원 혹은 3차원 지도와 연동가능하다.And, as shown in Figure 7, by supporting the location information service can be linked to the two-dimensional or three-dimensional map.

따라서, 전국에 산재한 문화재에 대한 이상유무를 실시간으로 파악할 수 있다. 또한, 대화형 UI에 의하여 관련 데이터를 입출력할 수 있고, 각 문화재에 대한 통계를 산출하고, 그래프 등으로 출력할 수 있다.Therefore, it is possible to grasp in real time the presence of abnormalities for cultural assets scattered throughout the country. In addition, the interactive UI can input and output relevant data, calculate statistics for each cultural property, and output the graphs.

이때, 각 문화재에 대한 경사, 균열 등의 데이터를 일정 기간 수집하여 패턴화함으로써 효율적인 관리가 가능하다.At this time, by collecting data for a certain period of time, such as the slope, cracks, and the like for each cultural property, it is possible to efficiently manage.

즉, 도 6에 도시된 바와 같이, 문화재에 대한 경사도의 변화을 패턴화하여 그래프로 도시함으로써 향후 경사도를 예측할 수 있어서 미리 대비할 수 있다.That is, as shown in Figure 6, by plotting the graph of the change in the slope for the cultural property can be predicted in the future slope can be prepared in advance.

한편, 본 발명의 다른 실시예로서, 상기에서는 경사, 균열, 온습도 등을 각 판단부에서 개별적으로 판단하였지만 본 발명은 이에 한정되는 것은 아니고, 이상여부 판단부(45)를 추가로 장착함으로써 이들 위험요소들을 종합적으로 분석하여 문화재의 안전여부를 판단할 수도 있다.On the other hand, as another embodiment of the present invention, in the above, the inclination, crack, temperature, humidity, etc. were individually determined by each determination unit, but the present invention is not limited to this, these risks by additionally mounting the abnormality determination unit 45 A comprehensive analysis of the elements can also be used to determine the safety of cultural properties.

즉, 도 8에 도시된 바와 같이, 이상여부 판단부(45)는 문화재의 종류를 파악하여 결정하는 판단모듈(50)과; 경사 판단부(33)와, 균열 판단부(35)와, 온습도 판단부(37)와 신호를 송수신하여 각 판단부로부터 입력된 데이터를 분석하여 전체적인 건물 혹은 교량의 위험도를 판단하는 연산모듈(52)과; 연산모듈(52)에 의하여 연산된 결과를 출력하는 출력모듈(54)을 포함한다.That is, as shown in Figure 8, the abnormality determination unit 45 and the determination module 50 to determine and determine the type of cultural property; Computation module 52 for transmitting and receiving signals to the slope determination unit 33, the crack determination unit 35, and the temperature and humidity determination unit 37 to analyze the data input from each determination unit to determine the overall risk of the building or bridge. )and; It includes an output module 54 for outputting the result calculated by the calculation module 52.

판단모듈(50)은 신호 입력부(31)에 의하여 수신된 신호에 의하여 해당 대상물(2)이 석조 문화재인지 혹은 목조 문화재인지를 판단한다. 이는 대상물(2)에 장착된 센서부(3)에 부여된 식별코드에 의하여 판단할 수 있다. 즉, 목조 문화재에 장착된 센서부인 경우에는 목조 문화재에 해당하는 식별코드가 부여되고, 석조 문화재에 장착된 센서부인 경우에는 석조 문화재에 해당하는 식별코드가 부여된다.The determination module 50 determines whether the object 2 is a stone cultural asset or a wooden cultural asset by the signal received by the signal input unit 31. This can be determined by the identification code given to the sensor unit 3 mounted on the object (2). That is, in the case of a sensor unit mounted on a wooden cultural property, an identification code corresponding to a wooden cultural property is given, and in the case of a sensor unit mounted on a stone cultural property, an identification code corresponding to a stone cultural property is given.

이러한 판단모듈(50)에 의하여 석조 문화재로 판단되면 연산모듈(52)은 경사 판단부(33)와, 균열 판단부(35)와, 온습도 판단부(37)에서 수신된 결과값들을 차등적으로 보정하여 연산함으로써 전체 대상물의 위험도를 판단하게 된다.When it is determined that the stone cultural heritage by the determination module 50, the calculation module 52 differentially compares the result values received by the inclination determination unit 33, the crack determination unit 35, and the temperature and humidity determination unit 37. By correcting and calculating, the risk of the entire object is determined.

예를 들면, 경사 판단부(33)의 결과값 비중은 40, 균열 판단부(35)로부터 출력된 결과값의 비중은 40, 온습도 판단부(37)의 결과값의 비중은 20의 비율로 연산한다.For example, the specific gravity of the resultant value of the slope determination unit 33 is 40, the specific gravity of the resultant value output from the crack determination unit 35 is 40, and the specific gravity of the resultant value of the temperature and humidity judgment unit 37 is calculated at the ratio of 20. do.

이를 수식으로 나타내면 아래와 같다.This is expressed as a formula below.

전체 위험도=(균열값*0.4)+(경사값*0.4)+(온습도값*0.2)Overall Risk = (Crack Value * 0.4) + (Ramp Value * 0.4) + (Temperature Humidity Value * 0.2)

따라서, 경사 및 균열 판단부(33,35)의 결과값을 온습도 결과값 보다 더 높은 비중을 설정하여 전체적인 위험도를 연산한다.Therefore, the overall risk is calculated by setting the specific gravity higher than the result of the inclination and crack determination unit 33, 35 than the result of the temperature and humidity.

결국, 문화재의 전체적인 위험도를 연산할 때 침하 및 균열 정도를 보다 높게 고려하게 된다.As a result, when calculating the overall risk of cultural properties, the settlement and cracking degree are considered higher.

반면에, 판단모듈(50)에 의하여 목조 문화재로 판단되면, 연산모듈(52)은 아래 수식에 의하여 전체적인 위험도를 평가하게 된다.On the other hand, if it is determined that the wooden cultural assets by the determination module 50, the calculation module 52 evaluates the overall risk according to the following formula.

즉, 목조 문화재의 경우 석조 문화재에 비하여 신축되는 범위가 크게 되므로 신축 센서로부터 수신된 신축값을 반영하여 연산하게 된다.That is, in the case of wooden cultural properties, the range of expansion and contraction is greater than that of stone cultural properties, so the calculation is performed by reflecting the expansion and reception values received from the stretching sensors.

예를 들면, 경사 판단부(33)의 결과값 비중은 30, 균열 판단부(35)로부터 출력된 결과값의 비중은 30, 신축 판단부(38)의 결과값 비중은 20, 온습도 판단부(37)의 결과값의 비중은 20의 비율로 연산한다.For example, the specific gravity of the resultant value of the inclination determination unit 33 is 30, the specific gravity of the resultant value output from the crack determination unit 35 is 30, the specific gravity of the result value of the expansion and contraction determination unit 38 is 20, and the temperature and humidity judgment unit ( The specific gravity of the resultant value in 37) is calculated at the ratio of 20.

전체 위험도=(균열값*0.3)+(경사값*0.3)+(신축값*0.2)+(온습도값*0.2)Overall Risk = (Crack Value * 0.3) + (Ramp Value * 0.3) + (Expansion Value * 0.2) + (Temperature Humidity Value * 0.2)

한편, 본 발명의 다른 실시예로서, 그리고, 본 발명이 건축 문화재에 적용되는 경우, 건축물은 목재 기둥, 기와로 된 지붕, 목재 도어 등 다양한 재질로 구성되는 바, 각 구성의 경사도, 균열정도, 온습도에 대한 변형도 등이 서로 다르다.On the other hand, as another embodiment of the present invention, and when the present invention is applied to the architectural cultural property, the building is composed of various materials such as wooden pillars, tiled roofs, wooden doors, the slope of each configuration, degree of cracking, The degree of deformation of the temperature and humidity is different.

따라서, 각 구성에 대한 경사값, 균열값, 온습도값을 상대적으로 적용함으로써 위험도를 판단하게 된다.Therefore, the risk is judged by relatively applying the inclination value, the crack value, and the temperature and humidity value for each component.

상기 데이터 베이스(47)는 서버에서 처리된 데이터를 저장하여 보관하는 바, 예를 들면, 전국에 산재한 문화재에 장착된 다수의 센서의 ID, MAC, Name, 종류, X좌표, Y좌표에 대한 데이터를 수신하여 저장한다.The database 47 stores and stores data processed by the server. For example, data about IDs, MACs, names, types, X coordinates, and Y coordinates of a plurality of sensors mounted in cultural assets scattered throughout the country. Receive and save.

그리고, 서버(S)에 의하여 처리된 데이터는 모니터 등의 디스플레이어(C)를 통하여 표, 그래프 등으로 표시됨으로써 사용자는 시각적으로 현재의 상태를 확인할 수 있다.The data processed by the server S is displayed as a table, a graph, etc. through the display C such as a monitor, so that the user can visually check the current state.

그리고, 사용자는 스마트폰(A)에 관련 앱(App.)을 탑재하고, 이 앱을 활성화하여 서버(S)에 접속함으로써 문화재의 경사, 균열, 온습도 여부를 실시간으로 모니터링할 수 있다.Then, the user can mount the relevant app (App.) On the smartphone A, and activate the app to connect to the server (S) to monitor in real time whether the cultural property slope, cracks, temperature and humidity.

본 발명은 문화재 변위 모니터링 시스템에 관한 것으로, 보다 상세하게는 개량된 센서 및 IOT를 기반으로 저전력 장거리 통신망을 이용하여 문화재의 변위 여부를 실시간으로 파악하여 원격지에 전송함으로써 재해를 효과적으로 예방할 수 있는 기술에 관한 것으로서 문화재 모니터링 산업분야에 이용가능하다.The present invention relates to a cultural property displacement monitoring system, and more particularly, to a technology capable of effectively preventing disasters by identifying and displacing cultural property in real time using a low power long distance communication network based on an improved sensor and IOT. Related to the cultural property monitoring industry.

Claims (4)

대상물(2)에 장착되어 X축, Y축, Z축의 3축방향의 위치, 가속도, 온습도, 미세먼지, 가스누출을 감지하는 센서부(3)와; A sensor unit (3) mounted on the object (2) for detecting the position, acceleration, temperature and humidity, fine dust, and gas leakage in three axes in the X-axis, Y-axis, and Z-axis; 센서부(3)로부터 신호를 수신하여 저전력 장거리 통신신호로 변환하여 송신하는 중계부(5)와; 그리고A relay unit 5 which receives a signal from the sensor unit 3, converts it into a low power long distance communication signal, and transmits the signal; And 중계부(5)로부터 저전력 통신신호를 수신하여 데이터를 분석하여 대상물(2)의 경사 및 균열여부를 판단하고, 단말기에 전송함으로써 원격지에서도 균열 상태를 파악할 수 있도록 하는 서버(S)를 포함하며,Receiving a low-power communication signal from the relay unit 5 to analyze the data to determine whether the inclination and cracking of the object (2), and transmits to the terminal includes a server (S) to determine the state of cracking from a remote location, 서버(S)는 중계부(5)로부터 신호를 수신하는 신호 입력부(31)와, 입력된 신호를 분석하여 건물의 기울어짐을 판단하는 경사 판단부(33)와; 균열을 판단하는 균열 판단부(35)와; 신축 여부를 판단하는 신축 판단부(38)와; 온습도의 기준치 초과여부를 판단하는 온습도 판단부(37)와; 데이터 베이스(47)를 포함하는 IOT 기반의 문화재 변위 모니터링 시스템(1).The server (S) includes a signal input unit (31) for receiving a signal from the relay unit (5), and an inclination determination unit (33) for determining the inclination of the building by analyzing the input signal; A crack determination unit 35 that determines a crack; A stretch determination unit 38 for determining whether or not there is a stretch; A temperature and humidity determination unit 37 for determining whether or not the reference value of the temperature and humidity is exceeded; IOT based cultural property displacement monitoring system (1) comprising a database (47). 제 1항에 있어서,The method of claim 1, 센서부(3)는 케이스(4)와; 케이스(4)에 장착되어 X축, Y축, Z축방향의 기울어짐을 감지함으로써 균열이나 경사, 침하를 감지하는 기울기 감지센서(Gyro Sensor;11)와; 자력을 측정하는 지자기 센서(geomagnetic sensor;13)와; 온도 및 습도를 측정하는 온습도 센서(temperature and humidity sensor;14)와; 신축도를 감지하는 신축 감지센서(16)와; 움직임을 감지하는 진동 감지센서(acceleration sensor;15)와; 상기 센서들로부터 측정된 데이터를 수신하여 처리하는 MCU(21)와; 제 1저전력 통신모듈(LPWAN;27)과; 전원부(23) 및 안테나(25)를 포함하는 IOT 기반의 문화재 변위 모니터링 시스템(1).The sensor unit 3 includes a case 4; A tilt sensor (Gyro Sensor) 11 mounted on the case 4 to detect cracks, inclinations, and settlements by detecting inclinations in the X-axis, Y-axis, and Z-axis directions; A geomagnetic sensor 13 for measuring magnetic force; A temperature and humidity sensor 14 for measuring temperature and humidity; Stretch detection sensor 16 for sensing the stretch; A vibration sensor 15 for detecting a movement; MCU (21) for receiving and processing the data measured from the sensors; A first low power communication module (LPWAN) 27; IOT-based cultural property displacement monitoring system (1) comprising a power supply (23) and an antenna (25). 제 2항에 있어서,The method of claim 2, 서버(S)는 이상여부 판단부(45)를 추가로 포함하며,The server (S) further includes a problem determination unit 45, 이상여부 판단부(45)는 문화재의 종류를 파악하여 결정하는 판단모듈(50)과; 경사 판단부(33)와, 균열 판단부(35)와, 온습도 판단부(37)와 신호를 송수신하여 각 판단부로부터 입력된 데이터를 분석하여 전체적인 건물 혹은 교량의 위험도를 판단하는 연산모듈(52)과; 연산모듈(52)에 의하여 연산된 결과를 출력하는 출력모듈(54)을 포함하며,The abnormality determination unit 45 includes a determination module 50 for determining and determining the type of cultural property; Computation module 52 for transmitting and receiving signals to the slope determination unit 33, the crack determination unit 35, and the temperature and humidity determination unit 37 to analyze the data input from each determination unit to determine the overall risk of the building or bridge. )and; An output module 54 for outputting the result calculated by the calculation module 52, 판단모듈(50)은 석조 문화재로 판단되면 아래 수식에 의하여 대상물의 위험도를 판단하는 IOT 기반의 문화재 변위 모니터링 시스템.Judgment module 50 is the IOT-based cultural property displacement monitoring system for determining the risk of the object by the following equation if determined as a stone cultural property. 전체 위험도=(균열값*0.4)+(경사값*0.4)+(온습도값*0.2)Overall Risk = (Crack Value * 0.4) + (Ramp Value * 0.4) + (Temperature Humidity Value * 0.2) 제 3항에 있어서,The method of claim 3, wherein 이상여부 판단부(45)는 문화재의 종류를 파악하여 목조 문화재로 판단되면 아래 수식에 의하여 전체적인 건물 혹은 교량의 위험도를 판단하는 IOT 기반의 문화재 변위 모니터링 시스템.The abnormality determination unit 45 grasps the type of cultural property, and if it is determined as a wooden cultural property, IOT-based cultural property displacement monitoring system to determine the risk of the entire building or bridge by the following formula. 전체 위험도=(균열값*0.3)+(경사값*0.3)+(신축값*0.2)+(온습도값*0.2)Overall Risk = (Crack Value * 0.3) + (Ramp Value * 0.3) + (Expansion Value * 0.2) + (Temperature Humidity Value * 0.2)
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112051394A (en) * 2020-08-14 2020-12-08 常州机电职业技术学院 Defect degree detection algorithm and detection method for wooden structure ancient buildings

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20210052378A (en) 2019-10-31 2021-05-10 주식회사 씨드업 cultural properties security management method in IoT device
KR20210052379A (en) 2019-10-31 2021-05-10 주식회사 씨드업 cultural properties security management method in IoT server
CN111121882A (en) * 2020-01-14 2020-05-08 重庆声光电智联电子有限公司 An ancient site crack monitoring system
KR102576421B1 (en) * 2022-08-08 2023-09-08 영월한옥협동조합 Wooden Building Monitoring System
CN117610965B (en) * 2023-12-03 2024-04-26 瑞安市博物馆 Paper cultural relic environment assessment method based on artificial intelligence algorithm

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20090087372A (en) * 2008-02-12 2009-08-17 (주)유비엔씨 Ubiquitous cultural property protection management system
KR20100006203A (en) * 2008-07-09 2010-01-19 강릉원주대학교산학협력단 Cultural properties management system and method
KR101204424B1 (en) * 2012-07-20 2012-11-26 (주)평화엔지니어링 Real-time monitoring system for levee
KR101764847B1 (en) * 2016-03-17 2017-08-04 윤승휘 Monitoring method for cultural structure
KR20180023210A (en) * 2016-08-25 2018-03-07 최종운 Smart monitoring safety system

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2006035826A1 (en) 2004-09-30 2006-04-06 Max Co., Ltd Ventilator, air conditioner system, ventilation system, and building
KR20080066333A (en) 2007-01-12 2008-07-16 삼성전자주식회사 LCD and its driving method
KR101290824B1 (en) * 2011-11-28 2013-07-29 조태준 Infrastructure maintenance and management businesssupport system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20090087372A (en) * 2008-02-12 2009-08-17 (주)유비엔씨 Ubiquitous cultural property protection management system
KR20100006203A (en) * 2008-07-09 2010-01-19 강릉원주대학교산학협력단 Cultural properties management system and method
KR101204424B1 (en) * 2012-07-20 2012-11-26 (주)평화엔지니어링 Real-time monitoring system for levee
KR101764847B1 (en) * 2016-03-17 2017-08-04 윤승휘 Monitoring method for cultural structure
KR20180023210A (en) * 2016-08-25 2018-03-07 최종운 Smart monitoring safety system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112051394A (en) * 2020-08-14 2020-12-08 常州机电职业技术学院 Defect degree detection algorithm and detection method for wooden structure ancient buildings
CN112051394B (en) * 2020-08-14 2022-12-23 常州机电职业技术学院 Defect degree detection algorithm and method for wood structure ancient building

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