KR102368440B1 - Web-based intelligent integrated noise and vibration monitoring, storage and management black box system using Internet of Things (IoT) noise and vibration sensors - Google Patents

Abstract

The present invention provides a system for managing noise and vibration data, wherein the noise and vibration data are transmitted by receiving the noise and vibration data collected through the IoT noise and vibration sensor and the IoT noise and vibration sensor that collect the noise and vibration data. The generated time and noise/vibration related information are stored, and when a noise/vibration related complaint occurs, a search is performed by section focusing on the event occurrence time received in the complaint. .Make it possible to track the source of vibration, transmit the collected noise and vibration data to an artificial intelligence server, predict noise and vibration occurrence in advance through artificial intelligence learning of big data, and make abnormal noises in construction sites, etc. It relates to a processing method of a web-based intelligent integrated noise and vibration monitoring, storage and management black box system using Internet of Things (IoT) noise and vibration sensors that detects and prevents accidents in advance.

Description

Web-based intelligent integrated noise and vibration monitoring, storage and management black box system using Internet of Things (IoT) noise and vibration sensors using Internet of Things (IoT) noise and vibration sensors}

The present invention monitors and analyzes data collected from noise and vibration sensors of the Internet of Things in an intelligent noise and vibration black box system in real time while monitoring and analyzing it to display information such as real-time noise level, noise stress index, and noise spectrum through an external display. It provides real-time information and enables control. In addition, when an event such as exceeding the standard for noise and vibration at each installation site, such as a construction site, an industrial complex, a residential complex, is set in advance, it is detected and an alarm is generated in real time, and a manager or management agency and related party or a system for notifying the relevant authorities. In addition, the data stored in the noise and vibration black box is linked to the artificial intelligence server through the communication network to determine the source of noise and vibration through the big data intelligent analysis system, and the timing of noise occurrence and noise through analysis by time, sensor, and space Internet of Things Noise and Vibration, which predicts the source and noise level in advance and responds in advance to prevent noise, and detects abnormal noise that is different from normal noise at construction sites and prevents accidents in advance. It relates to a processing method of an intelligent noise and vibration black box system that uses sensors to monitor, store and manage integrated noise and vibration at all times.

In general, noise refers to a sound that is noisy and makes people feel uncomfortable, and humans can accept any sound as noise depending on their current state or surrounding environment. This is due to an individual's subjective sense, and although it sounds good to one person, it may be noise to another. In general, loud sounds, dissonance sounds, and high-frequency sounds can be classified as noise, but specifically, what kind of noise is perceived as noise depends on an individual's psychological state.

The causes of noise are mainly noise from the movement of means of transportation such as automobiles, railroads, and airplanes, or machinery noise from factories. In recent years, as the number of apartment dwellers increases, living noise caused by TVs, audio systems, pianos, washing machines, etc. used at home has become a major problem. In addition, noise can occur everywhere around us, including industrial and industrial complexes, playgrounds, road traffic, government offices, offices, entertainment facilities, and apartments.

A number of systems have been developed to cope with such noise, but there is currently a lack of a system capable of quickly and accurately processing noise. In addition, 96% of the current noise measurement network consists of manual measurement using expensive equipment rather than automatic measurement, so there is a problem that the utilization of the measurement network data is very low.

In order to solve this problem, the "Environmental Noise Management System" has been disclosed in Republic of Korea Utility Model Registration No. 20-0463036, which is installed in the distributed site with an automatic environmental noise measurement device and then installed at the central environmental noise control center. It relates to an environmental noise management system that manages environmental noise in an integrated manner. The system of the present invention transmits measurement data from the environmental noise measurement system installed at each site requiring noise regulation and the environmental noise measurement system through the Internet It is composed of an environmental noise control center that integrates and manages the environmental noise of the entire area, and a real-time electronic display that receives measurement data from the environmental noise control center and displays the environmental noise measurement values of the area or each region in real time.

However, due to the characteristics of noise and vibration, the noise is not maintained until a civil complaint is generated and processed, so it is difficult to easily respond to the noise that has been reduced after a certain period of time after the complaint has occurred. In addition, there was a difficulty in detecting noise and vibration generated in a different type from the appearance pattern of the noise and vibration type that is repeated at regular intervals. Therefore, for noise and vibration that have already passed at the time the report is received, it is possible to trace the source of noise that caused the noise and vibration, and noise generated in a different type from the appearance pattern of the noise and vibration type that is repeated at regular intervals. It is necessary to establish a system and treatment method that can detect vibrations, respond quickly and accurately to noise and vibration-related complaints, and respond to accidents that may occur in the field in advance.

Republic of Korea Registered Utility Model Publication No. 20-0463036 (2012.10.18. Announcement), "Environmental Noise Management System"

Therefore, the present invention is to solve all the disadvantages and problems of the prior art as described above, and to build a fast, easy and clear noise and vibration management system by improving the efficiency and advancement of the collection and management of noise and vibration data. Provides the definition, processing method, and operation method of data on the Internet of Things (IoT) noise/vibration sensor that collects noise and vibration constant monitoring, long-term storage and management of intelligent integrated noise/vibration black box system, and artificial intelligence noise/vibration server has its purpose in

The present invention for achieving the above object is an Internet of Things noise/vibration sensor device that collects noise/vibration data from the field and transmits it to an intelligent noise/vibration black box, long-term storage, storage, and analysis of the collected/transmitted data Thus, the noise and vibration data of the installation site is displayed on the display in real time, and when an event such as exceeding the preset standard or different noise and vibration data occurs, it detects and sends an alarm, and the noise of a specific sensor at a specific point in time. A system consisting of an intelligent noise and vibration black box that searches and tracks the vibration level and transmits it to an artificial intelligence server for intelligent big data analysis, predicts noise and vibration situations through learning of the collected noise and vibration big data and makes abnormal noises Provides an artificial intelligence server for noise and vibration that can detect the occurrence.

In order to solve the above problems, the present invention includes a plurality of noise and vibration sensors, a noise and vibration black box, a noise and vibration black box management application, and an artificial intelligence server for noise and vibration data to manage noise and civil complaints. A method comprising: a data collection step of collecting noise and vibration data using the noise and vibration sensor (S10); a noise/vibration black box processing step (S20) that receives the noise/vibration data collected in the data collection step (S10), and is performed through a noise/vibration black box management application; The noise and vibration data artificial intelligence server processing step (S30), which receives the data processed in the noise and vibration black box processing step (S20), and is performed through the noise and vibration data artificial intelligence server; characterized in that it comprises; It provides a processing method of a web-based intelligent integrated noise and vibration constant monitoring, storage and management black box system using Internet of Things (IoT) noise and vibration sensors.

Meanwhile, the noise/vibration black box processing step (S20) may include a real-time noise/vibration storage step (S21); Real-time noise and vibration data measurement and monitoring step (S22); Real-time noise and vibration data output step (S23); event detection step (S24); event log storage step (S25); Stored data retrieval step (S26); event alert generation step (S27); And, it is characterized in that it comprises an alert sending and manager notification step (S28).

On the other hand, the noise.vibration data artificial intelligence server processing step (S30) is a noise.vibration data storage step (S31), a noise.vibration source determination step (S32), a noise.vibration level prediction step (S33), abnormal noise.vibration It is characterized in that it comprises a determination step (S34).

In addition, the real-time noise/vibration storage step (S21) and the real-time noise/vibration data measurement and monitoring step (S22) are performed simultaneously.

In addition, the noise/vibration data artificial intelligence server processing step (S30) uses the artificial intelligence learning data, and in the noise/vibration level prediction step (S33), the appearance pattern of the noise and vibration type repeated at a certain period is predicted, and the In the abnormal noise/vibration determination step (S34), it is characterized in that the noise/vibration generated in a different type from the appearance pattern of the noise/vibration type repeated at a certain period is detected.

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The web-based intelligent integrated noise and vibration monitoring, storage and management black box system and its processing method using the Internet of Things (IoT) noise and vibration sensor according to the present invention improve the noise generation environment through self-diagnosis at the site of use In managing the rapidly increasing noise-related complaints that require noise and vibration management, it is possible to quickly resolve complaints using noise and vibration data stored for a long time in real time, and through self-diagnosis at the site of use. In order to improve the noise/vibration environment, the noise data collected through the noise/vibration sensor is received and stored, and the search is performed by section focusing on the time when the civil complaint is received, and the noise/vibration that has already passed after receiving the report Also, the source of noise and vibration can be traced so that complaints related to noise can be accurately dealt with.

1 is an overall configuration diagram of a web-based intelligent integrated noise/vibration constant monitoring, storage and management black box system using an Internet of Things (IoT) noise/vibration sensor according to an embodiment of the present invention.
2 is a block diagram of a noise/vibration sensor according to an embodiment of the present invention.
3 is a block diagram of a noise/vibration black box according to an embodiment of the present invention.
4 is a block diagram of a noise/vibration black box management application according to an embodiment of the present invention.
5 is an exemplary diagram illustrating a processing method of a web-based intelligent integrated noise/vibration constant monitoring, storage and management black box system using an Internet of Things (IoT) noise/vibration sensor.
6 is a detailed web-based intelligent integrated noise and vibration monitoring, storage and management black box system processing method using Internet of Things (IoT) noise and vibration sensors. An example diagram shown as .

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS The following detailed description of the present invention is an embodiment in which the present invention may be practiced, and reference is made to the accompanying drawings shown by way of example of the embodiment. These embodiments are described in sufficient detail to enable those skilled in the art to practice the present invention. It should be understood that various embodiments of the present invention are different but need not be mutually exclusive. For example, specific shapes, structures, and characteristics described herein may be implemented in other embodiments without departing from the spirit and scope of the present invention in relation to one embodiment. In addition, it should be understood that the position or arrangement of individual components in each described embodiment may be changed without departing from the spirit and scope of the present invention.

Accordingly, the detailed description set forth below is not intended to be taken in a limiting sense, and the scope of the present invention, if properly described, is limited only by the appended claims, along with all scopes equivalent to those claimed by the claims. Like reference numerals in the drawings refer to the same or similar functions throughout the various aspects.

The terms used in the present invention have been selected as currently widely used general terms as possible while considering the functions in the present invention, but these may vary depending on the intention or precedent of a person skilled in the art, the emergence of new technology, and the like. In addition, in a specific case, there is a term arbitrarily selected by the applicant, and in this case, the meaning will be described in detail in the description of the corresponding invention. Therefore, the term used in the present invention should be defined based on the meaning of the term and the overall content of the present invention, rather than the name of a simple term.

In the present invention, when a part "includes" a certain component, it means that other components may be further included, rather than excluding other components, unless otherwise stated.

Hereinafter, with reference to the accompanying drawings, a web-based intelligent integrated noise and vibration monitoring, storage and management black box system using the Internet of Things (IoT) noise and vibration sensor according to the present invention will be described in detail.

1 is an overall configuration diagram of a web-based intelligent integrated noise and vibration monitoring, storage and management black box system using Internet of Things (IoT) noise and vibration sensors according to an embodiment of the present invention, and FIG. A block diagram of a noise/vibration sensor according to an embodiment, FIG. 3 is a block diagram of a noise/vibration black box according to an embodiment of the present invention, and FIG. 4 is a noise/vibration black box management application according to an embodiment of the present invention. 5 is an exemplary diagram showing a processing method of a web-based intelligent integrated noise and vibration constant monitoring, storage and management black box system using Internet of Things (IoT) noise and vibration sensors, and FIG. 6 is an Internet of Things (IoT) IoT) It is an example diagram specifically showing the noise and vibration data artificial intelligence server processing step (S30) among the processing methods of the web-based intelligent integrated noise and vibration monitoring, storage and management black box system using noise and vibration sensors.

First, before explaining the processing method of a web-based intelligent integrated noise and vibration constant monitoring, storage and management black box system using Internet of Things (IoT) noise and vibration sensors, the configuration of the present invention will be described in detail. .

As shown in FIG. 1 , a web-based intelligent integrated noise and vibration monitoring, storage and management black box system using an Internet of Things (IoT) noise and vibration sensor according to the present invention is a noise and vibration sensor 100 . and a noise/vibration black box 200 , and a noise/vibration data artificial intelligence server 300 .

In addition, the display device 400 connected to the noise and vibration black box 200 may be further included.

On the other hand, an internal communication network 500 connecting the noise and vibration sensor 100 and the noise and vibration black box 200, the noise and vibration black box 200, and the noise and vibration data artificial intelligence server 300 It may further include an external communication network 600 for connecting the.

First, the noise and vibration sensor 100 and the noise and vibration black box B200 that collect and transmit noise and vibration data ND will be described in detail.

In the present invention, the noise/vibration data ND is collected through the noise/vibration sensor 100 and stored in the noise/vibration data storage unit A220 of the noise/vibration black box B200.

The noise/vibration sensor 100 is preferably installed in plurality, and at least one is preferably installed in each spatial area.

As shown in FIG. 1 , the noise and vibration sensor 100 may be installed in each room of each floor of a building. Alternatively, the noise and vibration sensor 100 may be installed in each section at a location where noise and vibration are mainly generated, such as at a construction site or an industrial site. The position where the noise and vibration sensor 100 is installed may be variously applied according to the intention of a technician in the field.

In the noise and vibration sensor 100, an identification symbol of 100_n_n indicating a location where the noise and vibration sensor 100 is installed may be used. In 100_n_n, n means a location where the noise and vibration sensor 100 is installed. may be doing Preferably, the first n denotes a row, and the second n denotes a column. For example, as shown in FIG. 1 , when the location where the noise and vibration sensor 100 is installed is each room of the building, the first n means the number of floors where the room is located, and the second n is the number of floors on the corresponding floor. It may mean the order of the corresponding room. This is only an example, and may be variously applied according to the intention of a person skilled in the art.

The noise and vibration sensor 100 serves to absorb noise and vibration, and as shown in FIG. 2 , including various components therein, it is possible to convert the sound collected in an analog manner into a digital signal, It serves to transmit this to the noise/vibration black box (B200).

The noise and vibration sensor 100 is a noise and vibration sensor main processing unit (S.MCU, 100-C), a port-in slave (Port-In (Slave), 110), a port-out master (Port-Out (Master)) , 120), ID selector (ID selector, 130), external MIC (External MIC, 141), sensor input (Sensor Input, 142), DSP control (DSP Control, 140) and noise/vibration sensor power drive (S. Power Drive, 150) may be included.

The noise/vibration sensor main processing unit (S.MCU, 100-C) is a processing unit in charge of overall control of the noise/vibration sensor 100 .

The port-in (Slave) 110 refers to a port that receives data or signals from another noise and vibration sensor 100_n_n connected to the corresponding noise and vibration sensor 100 . In other words, the port-in (Slave) 110 will be referred to as a port for receiving data or signals from the outside to the noise and vibration sensor 100 .

The port-out master (Port-Out (Master), 120) transmits the data or signal of the noise.vibration sensor 100 to the noise.vibration black box (B200), or another noise.vibration sensor (100_n_n) called the port. In other words, the port-out master (Port-Out (Master), 120) will refer to a port for transmitting data or signals from the noise and vibration sensor 100 to the outside.

The ID selector (ID selector, 130) refers to a chip that stores the ID information of the noise and vibration sensor (100). Through the ID selector 130 , the noise.vibration data ND generated by the noise.vibration sensor 100 includes location information (household information or section information) where the noise.vibration data ND is generated. can be stored together.

The external MIC (External MIC, 141) refers to an external extension microphone, a microphone for collecting noise and vibration. The external MIC (External MIC, 141) is an external microphone used when it is difficult to directly install a sensor at a desired location for sound pickup due to an obstacle or the like.

The sensor input (Sensor Input, 142) serves to receive the data collected from the external microphone.

The DSP control (DSP Control, 140) is a set of components for controlling a digital sound processor.

The noise and vibration sensor power drive (S.Power Drive, 150) is a power supply for supplying power to the noise and vibration sensor (100).

Meanwhile, the DSP control (DSP Controlm 140) includes a pre-amplifier (Pre-AMP, 143), ALC (Gain), 144), an AD converter (AD Converter, 145), and a digital filter (Digital Filter, 146). ), a volume control (Volume Control, 147) and DSP (DSP, 148) may be included.

The pre-amplifier (Pre-AMP, 143) serves to amplify a weak electrical signal to a level suitable for processing.

The ALC (Gain) 144 continuously monitors the input signal to give more amplification to a weak signal and less amplification to a strong signal, so that the output signal is constant.

The A-D converter 145 serves to convert an analog signal into a digital signal.

The digital filter (Digital Filter, 146) serves to output an output signal after applying a change to the input signal, and performs functions such as passing only a specific component or removing a specific component in the frequency domain, It plays a role in removing noise from the noise or filtering out a specific frequency component.

The volume control (Volume Control, 147) is a volume controller for adjusting the volume.

The DSP (DSP, 148) is a processor that processes digital signals. The pre-amplifier (Pre-AMP, 143), ALC gain (ALC(Gain), 144), AD converter (AD Converter, 145), digital filter (Digital Filter, 146), volume control (Volume Control, 147) and the DSP (DSP, 148), analog noise and vibration may be converted into digital noise and vibration data ND.

In summary, the noise and vibration sensor 100 is a noise and vibration sensor main processing unit (S.MCU, 100-C), a port-in slave (Port-In(Slave), 110), and a port-out master (Port-Out). (Master), 120), ID selector (ID selector, 130), External MIC (External MIC, 141), Sensor Input (142), DSP Control (DSP Control, 140) and Noise/Vibration Sensor Power Drive (S.Power Drive, 150) converts analog noise and vibration sound to digital noise and vibration data (ND), but the noise and vibration sensor main processing unit (S.MCU, 100-C) receives the location information where the corresponding noise and vibration data (ND) is generated through the ID selector (ID selector, 130) and gives it to the noise and vibration data (ND), and the time information when the noise and vibration data (ND) is generated can be assigned to the noise and vibration data (ND).

On the other hand, the noise and vibration black box (B200), as shown in FIG. 3, the black box main processing unit (B.MCU, B200-C), the control display (Control Display, B210), the control button (Control Button) , B220), sensor-in port (Sensor-In(1-port), B230), USB port (USB(1-port), B240), Lan port (Lan(1-port), B250), memory (B260) , a black box power drive (B.Power Drive, B270) and a black box power-in (B.Power-In(1-port), B280). Also, the noise and vibration black box B200 may be connected to the noise and vibration sensor 100 , the noise and vibration black box management application A200 , the display device 400 , and the cloud server CS.

The black box main processing unit (B.MCU, B200-C) is a processing unit in charge of overall control of the black box (B200).

The control display (Control Display, B210) refers to a setting screen indicator for setting the black box (B200).

The control button (Control Button, B220) refers to a setting button for setting the black box (B200).

The sensor port (Sensor-In(1-port), B230) refers to a noise/vibration sensor inlet port for connecting the black box B200 to the noise/vibration sensor 100 .

The USB port (USB (1-port), B240) refers to a USB port through which the black box B200 is serially connected to the display device 400 .

The Lan port (Lan(1-port), B250) is for connecting the black box B200 with the display device 400 or the control unit A-200C of the noise/vibration black box management application A200. Refers to the network port.

The memory B260 refers to a primary storage space for primarily storing sound data coming from the noise and vibration sensor 100 .

The black box power drive (B.Power Drive, B270) is a power supply unit for supplying power to the black box (B200), and the black box power-in (B.Power-In(1-port), B280) is the black box power Refers to the incoming power to the drive (B.Power Drive, B270).

Meanwhile, the noise and vibration black box B200 may be controlled through the noise and vibration black box management application A200.

As shown in FIG. 4, the noise and vibration black box management application (A200) according to the present invention is a control unit (A200-C), a noise and vibration complaint management-response unit (A210) linked to the control unit (A200-C). ), which is connected to the control unit (A200-C) and stores noise and vibration data values generated in real time through the noise and vibration sensor 100 and the noise and vibration black box (B200). A220), connected to the control unit A200-C and connected to the black box control unit A240 and the control unit A200-C for manipulating the settings of the noise/vibration black box B200, real-time noise/vibration data It is connected to a noise/vibration data calculation unit (A250) for quantifying the value, a reference noise/vibration management unit (A260) that stores and manages the reference noise/vibration data values of each installation site, and the control unit (A200-C). An event log storage unit (A270) that generates and stores an event log when noise/vibration or abnormal noise/vibration occurs, and a serial communication interface unit (A280) configured to be connected to an external device or server and network communication and an interface unit A230.

On the other hand, the noise/vibration complaint management-response unit (A210) includes a noise/vibration complaint receiving unit (A211), a section search unit (A212), a noise/vibration generation estimating unit (A213), and a noise/vibration source determining unit (A214). ), a guide phrase generating unit (A215) and noise/vibration complaint sending unit (A216).

In addition, the noise/vibration black box management application (A200) according to the present invention is a noise/vibration sensor 100, a noise/vibration black box (B200), a display device 400, a communication server (TS), and noise/vibration data. It may be connected to the artificial intelligence server 300 and an external agency server (OS).

The noise and vibration black box management application (A200) according to the present invention is connected to the communication server (TS), the noise and vibration data artificial intelligence server 300 and the external agency server (OS) through the network communication interface unit (A230). In connection with external organizations such as , local governments, etc., it may be possible to receive civil complaints requested by the agency through the external agency server (OS). Of course, the present invention is not limited thereto, and a civil complaint may be directly applied to the noise/vibration black box management application A200, which may be applied differently depending on the practice of those skilled in the art.

In addition, the noise and vibration black box management application (A200) according to the present invention may be connected to the display device 400 through the serial communication interface unit (A280), and the administrator of the system is the noise through the display device (400). You may be able to check the vibration status. The display device 400 indicates the noise and vibration status for each location where the noise and vibration sensor 100 is installed, and is displayed with symbols or graphs having various colors so that the administrator can easily check it with the naked eye. .

The configuration included in the noise and vibration black box management application (A200) according to the present invention will be described in detail.

The control unit A200-C is a processing unit in charge of overall control of the noise and vibration black box management application A200.

The noise and vibration complaint management-response unit A210 may be linked to the control unit A200-C, or may have a configuration included in the control unit A200-C. The noise and vibration complaint management-response unit (A210) receives complaints related to noise and vibration, stores the time when the complaint occurred, and performs a search by section for a predetermined time before and after based on the stored time, It determines the location where the vibration is generated, determines whether the noise generated at the location corresponds to the reference noise, and if it corresponds to the reference noise, generates and transmits a guide. Meanwhile, the noise and vibration complaint management-response unit A210 may be a calculation unit formed separately from the control unit A200-C, or may be a calculation unit included in the control unit. This may be variously applied according to the practice of those skilled in the art.

The noise/vibration data storage unit (A220) is connected to the control unit (A200-C) and transmits the noise/vibration data value in real time to the noise/vibration black box (B200) through the noise/vibration sensor 100. Save. The noise/vibration data storage unit A220 may perform a role corresponding to a typical database server. The noise and vibration data ND stored in the noise and vibration data storage unit A220 is preferably in a digital format, and it is appropriate that the noise and vibration data ND be stored together with the noise and vibration generation time information. will be.

The black box control unit A240 is connected to the control unit A200-C and is a processing unit for manipulating the settings of the noise/vibration black box B200.

The noise/vibration data calculation unit A250 is connected to the control unit A200-C and is a processing unit for quantifying real-time noise/vibration data values.

The reference noise and vibration management unit A260 serves to store and manage reference noise and vibration data values of each installation site.

On the other hand, the event log storage unit A270 connected to the control unit A200-C may be further formed, and the event log storage unit A270 is connected to the control unit A200-C and has noise above a reference value. It is a configuration that creates and stores an event log when vibration or abnormal noise or vibration occurs.

On the other hand, the noise and vibration black box management application (A200) further includes a serial communication interface unit (A280) and a network communication interface unit (A230) configured to be connected to an external device or server.

The serial communication interface unit A280 is a processing unit that displays an interface to be connected to the display device 400 . The display device 400 refers to a status board that informs the current noise and vibration level of each location.

The network communication interface unit A230 is a processing unit that displays an interface to be connected to a communication server (TS), a cloud server (CS), and an external organization server (OS).

The communication server (TS) is configured for the noise/vibration black box management application (A200) to communicate with the noise/vibration data artificial intelligence server 300 and the external agency server (OS).

The noise/vibration data artificial intelligence server 300 is a server in charge of additional functions by using the noise/vibration data (ND) stored in the noise/vibration data storage unit (A220).

The external organization server (OS) refers to a server of an external management organization such as a local government that requires noise and vibration related data. The external agency server (OS) is a web-based intelligent integrated noise/vibration monitoring, storage and management black box system using the Internet of Things (IoT) noise/vibration sensor according to the present invention. It is a place to act on behalf of related civil complaints. The web-based intelligent integrated noise and vibration monitoring, storage and management black box system using the Internet of Things (IoT) noise and vibration sensor according to the present invention is requested by an external organization, It means that we can act on behalf of complaints related to noise and vibration.

In summary, the web-based intelligent integrated noise and vibration monitoring, storage and management black box system using the Internet of Things (IoT) noise and vibration sensor according to the present invention includes a control unit (A200-C) and the control unit (A200-) A noise and vibration complaint management-response unit A210 linked to C) and a noise and vibration data storage unit A220 for storing noise and vibration data are basically included, but the control unit A200-C includes a black box The control unit (A240), the noise/vibration data calculation unit (A250), the reference noise/vibration management unit (A260), the event log storage unit (A270), the serial communication interface unit (A280) and the network communication interface unit (A230) are more characterized by being connected.

In addition, the control unit (A200-C) is connected to the noise and vibration data artificial intelligence server 300 and the external agency server (OS) through the network communication interface unit (A230) and the communication server (TS), including the local government It is characterized in that it can receive complaints from external organizations.

On the other hand, the noise/vibration complaint management-response unit (A210) includes a noise/vibration complaint receiving unit (A211), a section search unit (A212), a noise/vibration occurrence estimation unit (A213), and a noise/vibration source discrimination unit (A214). ), a guide phrase generating unit (A215) and noise/vibration complaint sending unit (A216).

The noise/vibration complaint receiving unit A211 receives and receives noise/vibration related complaints, and records the time at which the complaint is received. The reason for recording the time when the civil complaint is received is to track the noise and vibration collected by the noise and vibration sensor 100 of each location at the time the civil complaint is received.

The section-by-section search unit A212 serves to search for the noise/vibration data stored in the noise/vibration data storage unit, centering on the time when a civil complaint is received. In this case, the section-by-section search unit A212 may track noise and vibration generated for a predetermined period of time before and after the civil complaint is received. For example, when the civil complaint is received at 4:30 pm, the search unit A212 for each section determines the noise and vibration data collected by the noise and vibration sensor 100 at each location at 4:00 pm. A section search can be performed for noise and vibration generated between 25 minutes and 4:35 PM.

The noise/vibration generation estimating unit A213 serves to specify a location that caused the noise/vibration at the time of occurrence of noise/vibration complaints. On the other hand, the noise and vibration generation estimating unit A213 specifies the location that caused the noise and vibration at the time of occurrence of the noise and vibration complaints, but according to the difference in distance from the location where the noise and vibration complaints occurred, it is stored in the noise and vibration data storage unit. A correction value can be applied to the stored noise and vibration data. For example, if the distance of the location is relatively close to the location where the noise/vibration complaint occurred, the decibel (dB) level of the noise/vibration is corrected relatively high, and the distance of the location to the location where the noise/vibration complaint occurred is If it is relatively far, the decibel (dB) level of noise and vibration is corrected to be relatively low, and the decibel (dB) level of noise and vibration is corrected and applied according to the distance from the location where the noise and vibration complaints occurred. This is because, when noise and vibration of the same size are generated in a specific space, it may have a large effect at a relatively close distance and may have a small effect at a relatively long distance. Through this, it is possible to apply different effects of noise and vibration depending on distance, and it will be possible to measure noise and vibration with higher accuracy.

The noise/vibration source determining unit A214 serves to determine whether the noise/vibration corresponds to the reference noise/vibration based on the estimated data. The noise and vibration source determining unit A214 determines whether decibels (dB) of noise and vibration data ND generated from the noise and vibration source exceeds a reference decibel (dB) preset by the administrator. In this case, the reference decibel (dB) preset by the administrator may be data information stored in the reference noise/vibration management unit A260. To this end, it may be desirable for the administrator to preset the reference decibel (dB) in the reference noise/vibration management unit A260.

The guide phrase generating unit A215 serves to generate and transmit a noise/vibration related warning message. For example, if it is confirmed that the noise.vibration data (ND) of any one noise.vibration source has a decibel (dB) value greater than or equal to a preset reference value, the information generating unit A215 is "**months in XXXXX" **Day **Hour **Minute Noise/vibration higher than the standard value was detected and civil complaints have occurred. Please reduce noise/vibration for a comfortable environment.”

The noise/vibration complaint sending unit A216 serves to transmit a noise/vibration related warning message. The noise/vibration complaint sending unit A216 may transmit the phrase generated by the guide phrase generating unit A215 to the person concerned in the household (noise/vibration source) that caused the noise/vibration. On the other hand, the noise and vibration complaint sending unit (A216) may be added to the function of sending the processing result for the noise and vibration complaints to the outsider and the manager who requested the noise and vibration complaints.

In summary, the web-based intelligent integrated noise and vibration monitoring, storage and management black box system using the Internet of Things (IoT) noise and vibration sensor according to the present invention, as shown in FIG. 1 , includes a plurality of noises. Receives and stores noise and vibration data (ND) collected through the vibration sensor 100 and the noise and vibration black box (B200), and manages noise and vibration complaints connected to the control unit (C) and the control unit (C) - In the system for managing noise and civil complaints through the response unit (A210), the control unit (C) transmits the noise and vibration data collected through the noise and vibration sensor 100 and the noise and vibration black box (B200). The noise and vibration data storage unit (A220) that receives and stores the noise and vibration data along with the generated time is connected, and the noise and vibration complaint management-response unit (A210) receives and receives noise and vibration related complaints. Noise/vibration complaint reception unit (A211) that records the time at which the complaint is received; a section-by-section search unit (A212) for performing a section-by-section search with respect to the noise/vibration data stored in the noise/vibration data storage unit based on the time when civil complaints are received; Noise/vibration estimating unit (A213) that specifies the location of the maximum noise/vibration occurrence at the time of noise/vibration complaints; a noise/vibration source determining unit (A214) that determines whether the corresponding noise/vibration corresponds to the reference noise/vibration based on the estimated data; and a guide phrase generating unit (A215) and noise/vibration complaint sending unit (A216) for generating and transmitting a noise/vibration related warning message.

Hereinafter, through the configuration of the present invention, a web-based intelligent integrated noise/vibration constant monitoring, storage and management black box system using the Internet of Things (IoT) noise/vibration sensor according to the present invention is a noise/vibration complaint-related problem A method of solving the problem will be described.

First, in a site where noise and vibration may occur, such as a specific building, a specific construction site, or a specific industrial complex, the noise.vibration sensor 100, the noise.vibration black box (B200), and the noise.vibration black according to the present invention A box management application A200 is provided. At this time, it is preferable that the noise and vibration sensor 100 be installed for each individual space such as each household (noise and vibration source). On the other hand, the noise/vibration black box management application (A200) is additionally connected to the display device 400, the communication server (TS), the noise/vibration data artificial intelligence server 300, the external organization server (OS), and the like.

After installation is complete, each component is operated, and the noise and vibration sensor 100 collects noise and vibration generated at the location in real time, and converts it into noise and vibration data (ND), so that the noise and vibration black It is transmitted to the box (B200) and the noise/vibration black box management application (A200). In this case, it is preferable that the noise/vibration sensor 100 stores noise/vibration collection time information in the process of collecting noise/vibration and converting it into noise/vibration data (ND).

Next, if noise or vibration occurs in a specific location, the resident or related person in that location receives a complaint related to noise and vibration. This can be received through a personal terminal or the like. At this time, a resident or related person at the location may file a report directly to the noise/vibration complaint receiving unit (A211) of the noise/vibration black box management application (A200), or may receive a report through an external organization such as a local government. may be Civil complaints reported through external agencies, such as local governments, are delivered to the noise/vibration complaint receiving unit (A211) by the person in charge of the local government through the external agency server (OS). This means that the noise and vibration complaint reception of the noise and vibration black box management application A200 of the present invention can be applied in various ways.

When a noise/vibration related complaint is received in the noise/vibration complaint receiving unit (A211), the noise/vibration complaint receiving unit (A211) stores the time the noise/vibration related complaint is received, and the noise/vibration related complaint and the related complaint The received location information and time information are transmitted together to the section search unit A212.

When the noise/vibration-related civil complaint and the time information at which the civil complaint is received are transmitted to the section-by-section search unit A212, the section-by-section search unit A212 controls the noise and vibration of the noise/vibration black box management application A200. A section-by-section search is performed for the noise and vibration data ND of each location stored in the data storage unit A220. To this end, the control unit A200-C may transmit the noise/vibration data ND of each location stored in the noise/vibration data storage unit A220 to the section-by-section search unit A212 . On the other hand, it is preferable that noise and vibration data ND generated at each location are always stored in the noise and vibration data storage unit A220. At this time, in the noise.vibration data ND of the noise.vibration data storage unit A220, the noise.vibration data ND through the ID selector 130 of the noise.vibration sensor 100 installed at each location. The generated location information (compartment information) is recorded and stored together, and through this, it is possible to distinguish where the specific noise and vibration data ND is generated from the noise and vibration data ND. The section-by-section search unit A212 performs a section-by-section search for noise and vibration data ND generated from the noise and vibration sensor 100 at all locations connected to the noise and vibration black box management application A200, and the corresponding The noise/vibration data (ND) of the section is transmitted to the noise/vibration generation estimator (A213).

Next, through the noise and vibration generation estimation unit A213, at the time of occurrence of noise and vibration complaints, the location that caused the noise and vibration with respect to the location where the complaint was reported is specified. More specifically, it is desirable to specify the location of the maximum noise and vibration at the time of occurrence of noise and vibration complaints. Or it may be a number of noise and vibration sources. Preferably, it will be desirable to specify the noise and vibration sources from one place to a certain rank in the order of the magnitude of the noise and vibration. When the noise/vibration generation estimating unit A213 determines a location causing the noise/vibration, the noise/vibration generation estimating unit A213 converts the noise/vibration data ND at the location causing the noise/vibration to the noise/vibration source. It is transmitted to the determination unit A214.

Next, through the noise and vibration source determining unit A214, it is determined whether the noise and vibration data ND of the corresponding location exceeds a preset reference value. The noise/vibration source determining unit A214 checks whether the noise/vibration data (ND) generated from each noise/vibration source exceeds a preset decibel (dB) value, and at this time, the reference decibel ( dB) may be data information stored in the reference noise/vibration management unit A260. It would be desirable for the administrator to preset the reference decibel (dB) in the reference noise and vibration management unit A260, and it would be desirable for the administrator of the system to set the reference value in advance according to the guidelines of various organizations. When it is determined through the noise/vibration source determining unit A214 that the noise/vibration data ND of the corresponding location exceeds a preset reference value, the corresponding information is transmitted to the guide phrase generating unit A215.

Next, a guide message for a household (noise/vibration source) causing noise and vibration is generated through the guide phrase generating unit A215. The guide phrase generator (A215) writes a message by entering the location information of the household (noise/vibration source) that caused the noise/vibration and the time information when the noise/vibration is generated, and guides to reduce the noise/vibration You can write a message. At this time, the message generated by the guide phrase generating unit A215 includes location information of the household (noise/vibration source) that caused the noise and vibration based on the message format set by the administrator and the time information at which the noise and vibration occurred. It may be completed by additional entry. After generating a guide message for the household (noise/vibration source) that caused the noise/vibration through the guide phrase generating unit A215, the guide phrase generating unit A215 sends it to the noise/vibration complaint sending unit A216. transmit Also, the guide phrase generating unit A215 may create a guide message for the noise/vibration civil complaint processing result. Meanwhile, the guide phrase generating unit A215 may generate different messages related to guide, warning, or fine, etc. according to the cumulative number of transmission of guide messages to the corresponding noise and vibration source. More specifically, the guide phrase generating unit A215 generates a message related to noise and vibration guidance when the first noise and vibration is generated from the noise and vibration source, and generates a message related to noise and vibration warning in the second round, In the third round, a message related to noise and vibration penalties can be generated, which can be changed by the administrator by setting the message form in advance.

Next, through the noise/vibration complaint sending unit A216, the guidance phrase generated by the guidance phrase generating unit A215 may be transmitted to the household (noise/vibration source) that caused the noise/vibration. In addition, through the noise and vibration complaint sending unit (A216), it is possible to send a notification message about the noise and vibration complaint handling result to the complainant or the local government. This can be changed according to the settings of the administrator of the present system, which means that the present system can be applied in more various ways. When a noise/vibration related notification message is sent to the household (noise/vibration source) that caused the noise/vibration through the noise/vibration complaint sending unit (A216), the household (noise/vibration source) that caused the noise/vibration receives it You can take actions such as reducing noise and vibration. In addition, by sending a notification message about the noise and vibration complaint handling results to the complainant or local government, the complainant or local government may check the noise and vibration complaint processing results.

Through the above configuration, it is possible to perform the processing method of the web-based intelligent integrated noise and vibration constant monitoring, storage and management black box system using the Internet of Things (IoT) noise and vibration sensor according to the present invention.

Hereinafter, the processing method of the web-based intelligent integrated noise and vibration constant monitoring, storage and management black box system using the Internet of Things (IoT) noise and vibration sensor according to the present invention will be described in detail.

According to the present invention, the processing method of a web-based intelligent integrated noise and vibration monitoring, storage and management black box system using an Internet of Things (IoT) noise and vibration sensor is a plurality of noise and vibration sensors and a noise and vibration black box. In the method for managing noise and civil complaints, including the noise and vibration black box management application, the noise and vibration data artificial intelligence server, the data collection step of collecting noise and vibration data using the noise and vibration sensor (S10) ); a noise/vibration black box processing step (S20) that receives the noise/vibration data collected in the data collection step (S10), and is performed through a noise/vibration black box management application; It may include; receiving the data processed in the noise and vibration black box processing step (S20), performed through the noise and vibration data artificial intelligence server, noise and vibration data artificial intelligence server processing step (S30); may include.

First, a data collection step (S10) is performed.

In the data collection step ( S10 ), a process of collecting noise and vibration data ND using the noise and vibration sensor 100 is performed.

In the data collection step (S10), the noise/vibration sensor 100 is used to convert an analog signal to a digital signal to form noise/vibration data (ND), and the noise/vibration black box B200 using the internal communication network 500 is used. ) and the noise/vibration black box management application that controls it (A200).

Next, the noise/vibration black box processing step (S20) is performed.

The noise and vibration black box processing step S20 refers to a series of processes performed in the noise and vibration black box management application A200 for controlling the noise and vibration black box B200. In the noise/vibration black box processing step (S20), the noise/vibration data collected in the data collection step (S10) is received and a series of purification is performed through the noise/vibration black box management application (A200). More specifically, the vibration/noise/vibration black box processing step (S20) includes a real-time noise/vibration storage step (S21); Real-time noise and vibration data measurement and monitoring step (S22); Real-time noise and vibration data output step (S23); event detection step (S24); event log storage step (S25); Stored data retrieval step (S26); event alert generation step (S27); and an alert sending and manager notification step (S28).

In the real-time noise/vibration storage step (S21), the received noise/vibration data ND is stored in the noise/vibration data storage unit A220. Also, in the real-time noise/vibration data measurement and monitoring step (S22), real-time noise/vibration data is measured. The real-time noise/vibration storage step (S21) and the real-time noise/vibration data measurement and monitoring step (S22) may be simultaneously performed.

In the real-time noise/vibration data output step (S23), the noise/vibration data is output and displayed through the serial communication interface unit A280. To this end, after performing the noise/vibration data output step (S23), the method may further include a real-time noise/vibration level display step (S235). The real-time noise/vibration level display step ( S235 ) may be performed through the display device 400 , and the current real-time noise/vibration level is displayed so that the administrator can check it.

In the event detection step (S24), the occurrence of noise/vibration exceeding a reference value or abnormal noise/vibration is detected. In the event detection step (S24), when noise/vibration above a standard value or abnormal noise/vibration is detected or a civil complaint is received, the time of occurrence is also detected.

In the event log storage step (S25), the log detected in the event detection step (S24) is stored. The event log storage step (S25) may be performed through the event log storage unit (A270), and in the event log storage step (S25), the event log storage unit (A270) generates noise, vibration, or abnormal noise above a standard value. When vibration or civil complaints occur, an event log is created and stored together with the occurrence time.

In the stored data search step (S26), a section-by-section search may be performed from the noise and vibration data ND stored in the noise and vibration data storage unit A220 at a location where each noise and vibration detection unit 100 is installed. In this case, the stored data search step (S26) may be performed by the section-by-section search unit A212, and the section-by-section searcher A212 in the stored data search step (S26) performs the noise/vibration data storage unit A220. For noise and vibration data (ND) stored in In this case, in the stored data search step (S26), the section search unit A212 preferably tracks the noise and vibration generated for a predetermined time before and after the civil complaint is received. In addition, it may be further determined whether the noise corresponds to a reference value or more through the noise/vibration generation estimating unit A213 and the noise/vibration source determining unit A214 .

In the event alert generating step (S27), a process of generating a guide phrase is performed. The generation event alert generation step (S27) may be performed through the guide phrase generator A215, and the guide phrase generator A215 generates and transmits a noise/vibration related warning message.

In the alert sending and manager notification step (S28), a noise/vibration related warning message is sent. The alert sending and manager notification step (S28) may be performed through the noise/vibration complaint sending unit A216, and the noise/vibration complaint sending unit A216 sends a noise/vibration related warning message. In the alert sending and manager notification step (S28), the noise/vibration complaint sending unit A216 sends the phrase generated by the guide phrase generating unit A215 to the person concerned of the household (noise/vibration source) that caused the noise/vibration. do. On the other hand, in the alert sending and manager notification step (S28), the noise and vibration complaint sending unit A216 sends the processing result for the noise and vibration complaint to the outsider who requested the noise and vibration complaint and the manager of the facility as well. Functions may be added.

Meanwhile, after performing the noise and vibration black box processing step (S20), the noise and vibration data artificial intelligence server processing step (S30) may be further performed.

The noise and vibration data artificial intelligence server processing step (S30) receives the data processed in the noise and vibration black box processing step (S20), and is performed through the noise and vibration data artificial intelligence server. The noise and vibration data artificial intelligence server processing step (S30) is in charge of complex analysis of noise. In the noise/vibration data artificial intelligence server processing step (S30), the processed separate data is sent to the noise/vibration data artificial intelligence server 300, and the noise/vibration data artificial intelligence server 300 is performed.

To this end, the noise/vibration data artificial intelligence server processing step (S30) includes a noise/vibration data storage step (S31), a noise/vibration source determination step (S32), a noise/vibration level prediction step (S33), and abnormal noise. It may include a vibration determination step (S34).

In the noise/vibration data storage step (S31), a process of storing the generated noise/vibration data in the noise/vibration data artificial intelligence server 300 is performed. To this end, a separate storage may be further formed in the noise/vibration data artificial intelligence server 300 .

In the noise/vibration source determination step (S32), the noise/vibration source is determined. The noise/vibration source determination step (S32) may be performed by the noise/vibration data artificial intelligence server 300 .

In the noise/vibration level prediction step (S33), the noise/vibration data artificial intelligence server 300 learns and predicts the appearance pattern of the noise/vibration type that is repeated at a certain period. For example, if the noise/vibration data artificial intelligence server 300 learns that the grinder sound is generated after the sound of a nail is generated, when the sound of a nail is heard the next day, it is expected that the sound of the grinder will be generated next. will do

In the abnormal noise/vibration determination step (S34), noise/vibration generated in a different type from the appearance pattern of the noise/vibration type repeated at a predetermined period is detected through the noise/vibration data artificial intelligence server 300 . For example, when the noise/vibration data artificial intelligence server 300 learns that the grinder sound is generated after the nail nailing sound occurs, when another sound is heard after the nail nailing sound is generated, it is an abnormal signal. will be determined. As such, when detecting the noise.vibration generated in a different type from the appearance pattern of the noise.vibration type that is repeated in the abnormal noise/vibration determination step (S34) at a certain period, the noise.vibration data artificial intelligence server 300 is noise. The vibration black box management application (A200) notifies that different types of noise have appeared, and the noise/vibration black box management application (A200) re-executes the event detection step (S24) to cope with abnormal noise.

Meanwhile, in the noise/vibration level prediction step (S33) and the abnormal noise/vibration determination step (S34), separate artificial intelligence learning data 300-1 mounted on the noise/vibration data artificial intelligence server 300 is used. . The artificial intelligence learning data 300-1 refers to self-learning data capable of predicting or judging noise patterns through repetitive learning, and has the same or similar meaning to big data or deep learning.

In addition, through the noise/vibration level prediction step (S33) and the abnormal noise/vibration discrimination step (S34), it may have an intrusion prevention effect, which is generated in a different type from the appearance pattern of the noise/vibration type repeated at a certain period If noise or vibration is detected, it may be recognized as an intrusion by an outsider and may be notified to the resident of the corresponding household.

Through this, in the noise/vibration level prediction step (S33) and the abnormal noise/vibration discrimination step (S34), the appearance pattern of the noise/vibration type repeated at a certain period is learned, and the appearance of the noise/vibration type repeated at a fixed period It is possible to flexibly respond to abnormal noise situations by detecting noise and vibration generated in a different type from the pattern.

Above, the web-based intelligent integrated noise/vibration constant monitoring, storage and management black box system using the Internet of Things (IoT) noise/vibration sensor according to the present invention has been reviewed. Accordingly, the present invention receives and stores noise and vibration data collected through a plurality of noise and vibration sensors and a noise and vibration black box, and provides a control unit and a noise and vibration complaint management-response unit connected to the control unit. In the system for managing civil complaints, a noise/vibration data storage unit for receiving and storing noise/vibration data collected through a noise/vibration sensor and a noise/vibration black box is connected to the control unit, and the noise/vibration complaint management- The response unit includes a noise and vibration complaint receiving unit that receives and receives noise and vibration-related complaints and records the time at which the complaint is received; a section-by-section search unit for performing a section-by-section search with respect to the noise/vibration data stored in the noise/vibration data storage unit based on the time when civil complaints are received; Noise/Vibration Estimation Unit that specifies the location that caused the noise/vibration at the time of noise/vibration complaints; a noise/vibration source determining unit that determines whether the noise/vibration corresponds to the reference noise/vibration based on the estimated data; And, in order to track the source of noise and vibration even for noise and vibration that has elapsed since receipt of the report, including a guide phrase generator that generates and sends a noise and vibration related warning message and a noise and vibration complaint transmitter Therefore, it is stated that a web-based intelligent integrated noise and vibration constant monitoring, storage and management black box system has been developed using the Internet of Things (IoT) noise and vibration sensor that can efficiently manage noise and vibration related complaints.

In addition, the present invention provides a method for managing noise and civil complaints, including a plurality of noise and vibration sensors, a noise and vibration black box, a noise and vibration black box management application, and an artificial intelligence server for noise and vibration data, the noise A data collection step of collecting noise and vibration data using a .vibration sensor (S10); a noise/vibration black box processing step (S20) that receives the noise/vibration data collected in the data collection step (S10), and is performed through a noise/vibration black box management application; Internet of things including; receiving the data processed in the noise and vibration black box processing step (S20), and performing the noise and vibration data artificial intelligence server processing step (S30); IoT) It states that a processing method of a web-based intelligent integrated noise and vibration monitoring, storage and management black box system using noise and vibration sensors has been developed.

Although the present invention has been described in conjunction with the accompanying drawings, this is only one embodiment of various embodiments including the gist of the present invention, and is intended to be easily implemented by those of ordinary skill in the art. For the purpose, it is clear that the present invention is not limited to the embodiments described above. Accordingly, the protection scope of the present invention should be interpreted by the following claims, and all technical ideas within the scope equivalent to that by changes, substitutions, substitutions, etc. within the scope not departing from the gist of the present invention are in the right of the present invention. will be included In addition, it is clarified that some components of the drawings are provided in an exaggerated or reduced form than in reality for more clearly explaining the configuration.

100: noise and vibration sensor 100-C: noise and vibration sensor main processing unit
110: port-in slave 120: port-out master
130: ID selector 140: DSP control
141: external MIC 142: sensor input
143: pre-amplifier 144: alc gain
145: AD converter 146: digital filter
147: volume control 148: DSP
150: noise and vibration sensor power drive
A200: Noise and vibration black box management application
A200-C: Control unit A210: Noise/vibration complaint management-response department
A211: Noise/vibration complaint receiver A212: Search by section
A213: Noise/vibration generation estimation unit A214: Noise/vibration source determination unit
A215: Information generation unit A216: Noise/vibration complaint sending unit
A220: Noise/vibration data storage unit A230: Network communication interface unit
A240: Black box control unit A250: Noise/vibration data calculation unit
A260: Reference noise/vibration management unit A270: Event log storage unit
A280: Serial communication interface unit
B200: Noise/vibration black box B200-C: Black box main processing unit
B210: Control display B220: Control button
B230: Sensor-in port B240: USB port
B250: Lan port B260: Memory
B270: Black box power drive B280: Black box power-in
300: noise and vibration data artificial intelligence server
400: display device
OS: External Organization Server
ND: noise/vibration data
TS: Communication Server

Claims (10)

A method for managing noise and civil complaints, including a plurality of noise and vibration sensors, a noise and vibration black box, a noise and vibration black box management application, and an artificial intelligence server for noise and vibration data,
a data collection step of collecting noise and vibration data using the noise and vibration sensor (S10);
The noise/vibration data collected in the data collection step (S10) is received, and is performed through a noise/vibration black box management application, and a real-time noise/vibration storage step (S21); Real-time noise and vibration data measurement and monitoring step (S22); Real-time noise and vibration data output step (S23); An event detection step (S24) of detecting the occurrence time of noise/vibration or abnormal noise/vibration exceeding the standard value is detected or a civil complaint is received; An event log storage step (S25) of generating an event log and storing it together with the occurrence time when noise/vibration or abnormal noise/vibration occurs, or civil complaints above the standard value; A storage data search step (S26) of tracking noise and vibration generated for a predetermined period of time before and after the civil complaint is received; event alert generation step (S27); and a noise/vibration black box processing step (S20) including an alert sending and manager notification step (S28);
The data processed in the noise and vibration black box processing step (S20) is received, and the noise and vibration data is performed through an artificial intelligence server, and the noise and vibration data storage step (S31), the noise and vibration source determination step (S32) , noise. vibration level prediction step (S33), noise. vibration data artificial intelligence server processing step (S30) including the abnormal noise and vibration determination step (S34); including, but the noise and vibration level prediction step (S33) In the method, the occurrence pattern of the noise/vibration type that is repeated at a certain period is learned and predicted, and in the abnormal noise/vibration discrimination step (S34), the noise/vibration generated in a different type from the appearance pattern of the noise/vibration type that is repeated at a regular period is determined. When detecting a noise/vibration type that is different from an appearance pattern of a noise/vibration type that is detected and repeated at a certain period, it notifies that a different type of noise has appeared, and re-executes the event detection step (S24), so that the abnormal noise Web-based intelligent integrated noise and vibration monitoring, storage, and management black box system processing method using Internet of Things (IoT) noise and vibration sensor, characterized in that it copes with it.
delete delete The method of claim 1,
The real-time noise/vibration storage step (S21) and the real-time noise/vibration data measurement and monitoring step (S22) are performed at the same time. Web-based intelligent integrated noise using a noise/vibration sensor .Vibration constant monitoring, storage and management method of black box system.
The method of claim 1,
In the noise/vibration data artificial intelligence server processing step (S30), using the artificial intelligence learning data, in the noise/vibration level prediction step (S33), the appearance pattern of the noise/vibration type repeated at a certain period is predicted, and the abnormal noise In the vibration determination step (S34), the Internet of Things (IoT), which is characterized by detecting noise and vibration generated in a different type from the appearance pattern of the noise and vibration type that is repeated at a certain period, is a web-based method using a noise and vibration sensor. Intelligent integrated noise/vibration constant monitoring, storage and management method of black box system.
delete delete delete delete delete

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