KR102394464B1 - A SYSTEM AND METHOD FOR CALCULATING THE COMPREHENSIVE CIVIL COMPLAINT INDEX AND CONTROLING THE CRITICAL CIVIL COMPLIAINT POINTS USING IoT TIME SERIES NOISE, VIBRATION DATA AND REGULATORY STANDARDS AND THE CIVIL COMPLAINT INFORMATION - Google Patents

Abstract

The present invention relates to a system and a method for calculating a comprehensive civil complaint index and managing civil complaints using IoT time series noise and vibration data, regulatory standards, and civil complaint information. More specifically, the system or method receives a civil complaint area and expected civil complaint area input from a terminal in charge, transmits index information, and manages the civil complaint area and expected civil complaint area according to the calculated index, on the basis of a comprehensive index of civil complaints by day using the difference between the largest value in the daily interval and the measured value and the reference data, a complaint factor index by day and by section using the difference between the largest value of the measured values by sensor and the reference data, and a complaint factor daily difference value based on the largest value among calculation of complaint factor by day, sensor and section by index using the difference between log data and reference data by sensor and daily measurement value according to the index table. By measuring civil complaint factors that occur during site construction, it is possible to obtain measured values by day, sensor, and section of civil complaint factors.

Description

A SYSTEM AND METHOD FOR CALCULATING THE COMPREHENSIVE CIVIL COMPLAINT INDEX AND CONTROLING THE CRITICAL CIVIL COMPLIAINT POINTS USING IoT TIME SERIES NOISE , VIBRATION DATA AND REGULATORY STANDARDS AND THE CIVIL COMPLAINT INFORMATION}

The present invention relates to a comprehensive civil complaint index calculation and central complaint management system and method using IoT time series noise and vibration data, regulatory standards, and civil complaint information. The daily, sensor, and section-by-section measurement values are obtained, and the daily civil complaint index using the difference between the largest value and the measured value and the reference data during the day, and the difference between the largest value among the measured values for each sensor and the reference data Complaint factor daily based on the largest value among civil complaint factors daily, sensor and section index calculations according to the index table, using the difference between daily and section indices, log data for each sensor and reference data, and daily measured values Based on the difference value, the IoT time series noise and vibration data and regulatory standards and civil complaints that receive the civil complaint area and expected civil complaint area input from the terminal in charge and transmit the index information and manage the civil complaint area and expected civil complaint area according to the calculated index It relates to a system and method for calculating a comprehensive civil complaint index using information and for managing major complaints.

In Korea, environmental damage and civil complaints caused by tunnel construction alone amount to hundreds of billions of dollars in damages. Recently, due to tunnel excavation, civil complaints caused by changes in the level of groundwater and blasting occur frequently. there is.

Although noise and vibration regulation standards are provided as enforcement rules in the Noise and Vibration Control Act, an ordinance of the Ministry of Environment, there are sites where such regulations are not observed, and there is a problem that frequent complaints from residents near the site occur.

Therefore, as in the present invention, the civil complaint index is calculated through the civil complaint index using the regulatory standard as in the present invention, and the IoT time series noise and vibration data for monitoring the civil complaint area and the expected civil complaint area, the comprehensive civil complaint index calculation and The technology for the key complaint management system and method was devised.

The present invention was derived to solve the above-mentioned problems, and more specifically, relates to a comprehensive civil complaint index calculation and central complaint management system and method using IoT time series noise and vibration data, regulatory standards, and civil complaint information. As for the civil complaint factors that occur during on-site construction, the daily, sensor and section-by-section measurement values of civil complaint factors are obtained. Complaint factor daily and section index using the difference between the largest value measured by each sensor and the reference data, and the civil complaint factor daily, sensor and section index calculation according to the index table using the difference between log data and reference data for each sensor And, based on the daily difference value of the civil complaint factor based on the largest value among the daily measured values, the civil complaint area and expected civil complaint area input from the terminal in charge are received and index information is transmitted, and the civil complaint area and expected civil complaint area according to the calculated index It relates to a comprehensive civil complaint index calculation and key civil complaint management system and method using IoT time series noise and vibration data, regulatory standards, and civil complaint information to manage the area.

The comprehensive civil complaint index calculation and central complaint management method using IoT time series noise and vibration data, regulatory standards, and civil complaint information according to an embodiment of the present invention is an IoT time series noise and vibration that can be connected to a network with a plurality of terminals and sensors in charge Comprehensive civil complaint index calculation using data, regulatory standards, and civil complaint information, and civil complaint factors in the IoT time series noise and vibration data and regulatory standards and civil complaint information performed in the key civil complaint management system It is carried out in the log data collection unit, and the civil complaint factor log data collection step of collecting civil complaint factor log data from a plurality of civil complaint factor sensors is performed in the civil complaint factor standard data input unit, and the civil complaint factor standard data input that receives the civil complaint factor standard data Step, standardization of civil complaint factor by section and difference value calculation unit, which calculates the difference between the measured civil complaint factor log data and the civil complaint factor standard data by sensor, date and section The value calculation step, performed by the risk index calculation unit, calculating the civil complaint factor risk index for each sensor; A risk index calculation step, including the step of calculating the civil complaint factor risk index for each section, the step of calculating the civil complaint factor risk index by day, sensor and section, and the step of calculating the daily difference of the civil complaint factor, in the daily civil complaint factor index calculation unit The daily civil complaint factor index calculation step of calculating the daily civil complaint factor index through the ratio of the number of civil complaints per person in each region where the sensor is installed based on the civil complaint factor risk index for each sensor, the daily civil complaint index calculation unit, It is performed by the daily civil complaints composite index calculation step and the civil complaint monitoring unit that calculates the daily civil complaints composite index according to each ratio of the civil complaint factors, and includes a civil complaint monitoring step of receiving and monitoring the calculated daily civil complaints composite index. can

In an embodiment, the step of standardizing the civil complaint factor by section and calculating the difference value may include a standardizing step of making the collected civil complaint factor log data the same as the civil complaint factor reference data and standard.

In one embodiment, the step of standardizing the civil complaint factor standard for each section and calculating the difference value calculates the difference value of the civil complaint factor with the civil complaint factor reference data based on the highest measured value among the civil complaint factor log data measured at the time of blasting, , the civil complaints factor log data measured at times other than blasting, based on the average measured value, calculating the difference between the civil complaint factor and the civil complaint factor reference data;

In one embodiment, the risk index calculation step calculates the difference value for each civil complaint factor per day and each sensor based on the value of the largest difference between the civil complaint factor reference data and the measured civil complaint factor log data for each section. Then, calculating the civil complaint factor risk index for each sensor with reference to the first and second today's index tables, based on the largest value among the values measured by each sensor, the difference value of the civil complaint factor by day and by section, respectively After the calculation, calculating the civil complaint factor risk index for each section with reference to the first and second today’s indexes, the civil complaints factor risk for each day, each sensor and each section calculated according to the first and second today’s indexes It may be characterized in that it comprises the steps of calculating the index and calculating the daily difference of the civil affairs factor based on a value at which the difference between the log data and the reference data measured by each of the sensors is greatest.

In an embodiment, in the first today's index, the range of the difference value between the civil complaint factor reference data and the civil complaint factor log data is set between 0 and 20, and if the difference value of today's consecutive days is '0', the daily depreciation rate is 20% , and if the difference between the previous day is 5 or less, the standard is set so that the depreciation is made to 0 within 4 days according to the magnitude of the difference value of the previous day. It is a reference table for calculating today's index, and in the second today's index, if the previous day's index is between 1 and 20 in the initial setting, and the today's index is 0, a 20% depreciation rate is applied to the previous day's index so that the index table is diagonal , and if the difference between the previous day's index and today's index is 20 or more, the today's index is fixed to 20, and the sum of the previous day's index and the today's difference value is calculated as the today's index to improve the persistence of civil complaint factors It may be characterized in that the intensity, which is a difference value, is reflected in the index.

In one embodiment, the daily civil complaint factor index calculation step calculates a weight through the ratio of the number of civil complaints per person in the region where the civil complaint factor sensor is located, and multiplies the weight by the civil complaint factor risk index for each sensor to obtain the daily civil complaint factor index It may be characterized in that it comprises a step of calculating.

In an embodiment, the civil complaint monitoring step receives the civil complaint area and expected civil complaint area information from the terminal in charge, and the daily civil complaint composite index, the daily civil complaint composite index, the difference value of the first complaint factor, and the second complaint factor A first monitoring step in which the first monitoring is performed through each civil complaint factor risk index by day, by sensor, and by section according to the difference value information, the daily civil complaint index, and the daily civil complaint composite index, the first civil complaint factor difference When any one of the civil complaint factor risk index for each day, sensor, and section according to the value and the second complaint factor difference value information exceeds the reference value, an abnormality is detected, and based on the detected value In the abnormal region where the sensor is located, the abnormal sensor among the sensors in the abnormal region, and the abnormal section detection of the abnormal region based on the risk index for each section, and the abnormality of the sensor based on the risk index for each section of the abnormal sensor A second monitoring step of detecting a section and performing a second monitoring, and transmitting at least one of the first and second monitoring information to the terminal in charge.

Comprehensive civil complaint index calculation and central complaint management system using IoT time series noise and vibration data, regulatory standards and civil complaint information according to another embodiment of the present invention A log data collection unit, a civil complaint factor reference data input unit that receives the civil complaint factor standard data, the measured civil complaint factor log data and a sensor, standardization of civil complaint factors by section for calculating the difference between the civil complaint factor standard data by date and section, and Difference value calculation unit, civil complaint factor risk index calculation unit for each sensor; Complaint factor risk index calculation unit for each section; Risk index calculator for each day, each sensor and each section; and a daily difference calculation unit for civil complaint factors; a risk index calculation unit including; a daily civil service factor index calculation unit for calculating the daily civil complaints factor index based on the number of civil complaints per person in each region where the sensor is installed; It may be characterized in that it comprises a daily civil complaints composite index calculation unit for calculating the civil complaints composite index, and a civil complaint monitoring unit receiving and monitoring the calculated daily civil complaints composite index.

In an embodiment, the standardization of civil complaint factors for each section and the difference value calculation unit may be characterized in that the collected civil complaints factor log data is standardized to have the same standard as the civil complaint factor reference data.

In one embodiment, the civil complaint factor standardization and difference value calculation unit for each section calculates the difference value of the civil complaint factor with the civil complaint factor reference data based on the highest measured value among the civil complaint factor log data measured at the time of blasting, The civil complaint factor log data measured at time other than blasting may be characterized in that the difference value of the civil complaint factor with the civil complaint factor reference data is calculated based on an average measured value.

In an embodiment, the risk index calculation unit calculates the difference between the civil affairs factor daily and each sensor based on the largest difference between the civil complaint factor reference data and the measured civil complaint factor log data for each section, respectively. , a civil complaint factor risk index calculation unit for each sensor that calculates a civil complaint factor risk index for each sensor with reference to the first and second today's index tables, based on the largest value among the values measured by each sensor, the daily and After calculating the difference value for each section, the civil complaints factor risk index calculator for each section, which calculates the civil complaints factor risk index for each section with reference to the first and second today’s index tables, to the first and second today’s indexes The daily, sensor, and section risk index calculation unit that calculates the risk index for each day, sensor and section calculated according to each day, sensor, and section, and the civil complaint factor log data measured by each of the sensors based on the largest difference between the standard data and the reference data It may be characterized in that it comprises a daily difference calculation unit for civil complaint factors for calculating the daily difference of the complaint factors.

In an embodiment, in the first today's index, the range of the difference value between the civil complaint factor reference data and the civil complaint factor log data is set between 0 and 20, and if the difference value of today's consecutive days is '0', the daily depreciation rate is 20% , and if the difference between the previous day is 5 or less, the standard is set so that the depreciation is made to 0 within 4 days according to the magnitude of the difference value of the previous day. It is a reference table for calculating today's index, and in the second today's index, if the previous day's index is between 1 and 20 in the initial setting, and the today's index is 0, a 20% depreciation rate is applied to the previous day's index so that the index table is diagonal , and if the difference between the previous day's index and today's index is 20 or more, the today's index is fixed to 20, and the sum of the previous day's index and the today's difference value is calculated as the today's index to improve the persistence of civil complaint factors It may be characterized in that the intensity, which is a difference value, is reflected in the index.

In one embodiment, the daily civil complaint factor index calculation unit calculates a weight through the ratio of the number of civil complaints per person in the region where the civil complaint factor sensor is located, and multiplies the weight by the civil complaint factor risk index for each sensor to calculate the daily civil complaint factor index It can be characterized as

In one embodiment, the civil complaint monitoring unit receives the civil complaint area and expected civil complaint area information from the terminal in charge, and the daily civil civil complaint index and the daily civil complaint composite index, the first civil complaint factor difference value, and the second civil complaint factor difference The first monitoring is performed through each civil complaint factor risk index by day, by sensor, and by section according to the value information, and the daily civil complaint composite index, the daily civil complaint composite index, the first civil complaint factor difference value, and the second civil complaint When any one of the civil complaints factor risk index for each day, sensor, and section according to the factor difference value information exceeds the reference value, an abnormality is detected, and based on the detected value, the sensor is located Detecting the abnormal section of the abnormal region based on the abnormal sensor and the risk index for each section among the sensors in the abnormal region, the abnormal region, and detecting the abnormal section of the sensor based on the risk index for each section of the abnormal sensor 2 monitoring may be performed, and at least one of the first and second monitoring information may be transmitted to the terminal in charge.

The present invention measures civil complaint factors that occur during construction on site, and calculates the daily civil complaint index by assigning the number of civil noise and vibration civil complaints per person in the area where the sensor is located to the risk index for each sensor as a weight, and according to the daily civil complaint index By classifying the risk level, it is possible to grasp the risk level according to the daily index and to determine the level of civil complaints that can receive civil complaints from civil servants.

In addition, by calculating the risk index through various criteria, civil complaints can be predicted by tracing the civil complaint area, and a specific civil complaint area and expected civil complaint area can be identified by day, by sensor, and by section.

In addition, it is possible to monitor the civil complaint area and the expected civil complaint area based on the civil complaint area and expected civil complaint area information input from the terminal in charge, and trace back based on the calculated daily civil complaint index and each index by day, by sensor and by section It is possible to monitor and manage civil complaint areas and expected civil complaint areas through

1 is a flowchart for explaining a method for calculating a comprehensive civil complaint index and managing a central complaint using IoT time series noise and vibration data, regulatory standards, and civil complaint information according to an embodiment of the present invention.
2 is a reference diagram for explaining the comprehensive civil complaint index calculation and central complaint management system 200 using IoT time series noise and vibration data, regulatory standards, and civil complaint information according to an embodiment of the present invention.
3 is a reference diagram for explaining the risk index calculator 240 according to an embodiment of the present invention.
4 is a diagram for explaining the reference data received from the civil complaint factor reference data input unit 220 .
5 is a diagram for explaining a noise log data table in which data collected from the civil complaint factor log data collection unit 210 is collected.
6 is a diagram for explaining standardization of civil complaint factors for each section and standardization of data collected from the difference value calculation unit 230 .
7 is a chart for explaining the civil complaint factor risk index for each day, each sensor, and each section calculated according to the first and second today's index from the risk index calculation unit 240 according to an embodiment of the present invention.
8 is a diagram for explaining the calculation of the civil complaint factor risk index for each sensor, the civil complaint factor risk index calculation for each section, and the noise daily difference calculation from the risk index calculation unit 240 according to an embodiment of the present invention.
9 is a diagram for explaining the first today's index table for calculating today's index according to the previous day's index depreciation when the difference between the maximum values in each section performed by the risk index calculating unit 240 is 0.
FIG. 10 is a diagram for explaining the second today's index for calculating today's index according to the difference between the previous day's index and today's index performed by the risk index calculating unit 240 .
11 is a chart for explaining the daily civil complaint factor index according to an embodiment of the present invention.
12 is a chart for explaining the calculation of adjustment values according to the number of civil noise and vibration complaints per person in the Seoul area and the risk index for each sensor.
13 is a diagram for explaining calculation of weights and calculation of daily risk index according to the calculation of the adjustment value of FIG. 12 .
14 is a reference diagram schematically illustrating the classification and classification of risk grades according to the daily civil complaint index.
15 is a reference diagram for explaining noise risk index and vibration risk index monitoring according to an embodiment of the present invention.
16 is a reference diagram for explaining the monitoring of the difference between the reference data of noise and vibration and the adjustment value according to an embodiment of the present invention.
17 is a reference diagram for explaining a difference monitoring between noise and vibration reference data and actual values according to an embodiment of the present invention.

Hereinafter, preferred examples are presented to help the understanding of the present invention. However, the following examples are only provided for easier understanding of the present invention, and the content of the present invention is not limited by the examples.

Conventionally, 1. BIM-based defect/complaint reception and processing information construction system that can reduce defects/complaints and improve the quality of buildings by predicting and controlling multiple defects/complaints, 2. Prediction of civil complaints using data-based spatial analysis Technology related to management, 3. Scored by analyzing the verbal strength of the contents of complaints, and various interest in complaints, improvement plans and prevention methods for complaints through prediction technology of whether it has been transferred to higher-level institutions, etc. In addition, in monitoring technology, such as technology that monitors unstable slopes or roads in terrain conditions that are prone to sudden collapse or collapse, and detects signs or occurrences of disasters, and monitors disasters in connection with warnings or traffic blockers, etc. Patents for Korea are increasing, and technologies for solving conventional problems have been published and registered.

In relation to the fields related to these civil complaints, the present invention measures civil complaint factors that occur during construction at the site, and assigns the number of civil noise and vibration civil complaints per person in the area where the sensor is located as a weight to the risk index for each sensor to increase the daily civil complaint index. It has the characteristic of calculating the civil complaint index from the civil complaint factor data.

In addition, in relation to monitoring, conventionally, only the technology of monitoring the data of civil complaint factors and monitoring in real time has been limited, but the present invention grasps the data of the civil complaint factors and calculates the civil complaint index, so that the civil complaint area and expected civil complaint area by day, the area where the sensor is located and the It has the characteristic of being able to identify civil complaint areas and expected civil complaint areas by backtracking by section.

Here, the complaint factor may mean at least one of noise and vibration as a cause of receiving a complaint.

In addition, the present invention has solved the inconvenience of civil complaints according to the noise and vibration intensity and duration, which has not been solved in the prior art, using the index table below. An index table can be used to index the intensity and duration of noise, vibration, and vibration felt by civil complaints by reflecting regulatory standards. It may be included as a feature that reflects the ratio.

In addition, it has the characteristic of being able to monitor civil complaint areas and expected civil complaint areas in the relevant area by calculating the civil complaints factor risk index in the area where the sensor is installed.

1 is a flowchart for explaining a method for calculating a comprehensive civil complaint index and managing a central complaint using IoT time series noise and vibration data, regulatory standards, and civil complaint information according to an embodiment of the present invention.

Referring to FIG. 1, FIG. 1 is a flowchart for explaining a method for calculating a comprehensive civil complaint index and managing a central complaint using IoT time series noise and vibration data, regulatory standards, and civil complaint information. It is possible to collect each civil complaint factor log data from the sensor (S101). Also, at the same time, the civil complaint factor reference data may be input through the civil complaint factor reference data input unit (S102).

Standardization of civil complaint factor by section and standardization by equating the standards of civil complaint factor standard data and civil complaint factor log data input through the difference calculation unit, measured civil complaint factor log data and sensor, date (day) and section It is possible to calculate the difference from the civil complaint factor reference data for each (S103).

Here, according to the standard of living noise regulation, morning, evening (05:00 ~ 07:00, 18:00 ~ 22:00), daytime (07:00 ~ 18:00) and night (22:00 ~ 05) :00), and the target areas are: 1. Residential areas, green areas, settlement districts among management areas, residential development promotion districts, tourism, recreation development promotion districts, natural environment conservation areas, schools in other areas, General hospital, public library 2. It is divided into other areas. In the morning and evening (05:00 ~ 07:00, 18:00 ~ 22:00) 1. Residential areas, green areas, settlement districts among management areas, residential development promotion districts, tourism, recreation development promotion districts, natural environment conservation 60 dB or less is the standard for schools, general hospitals, and public libraries located in the local area or other areas, and 2. 65 dB or less for other areas. Also, during the week (07:00 ~ 18:00) 1. Among residential areas, green areas, and management areas, residential areas, residential development promotion districts, tourism, recreation development promotion districts, natural environment conservation areas, and schools located in other areas , general hospitals and public libraries are 65 dB or less 2. For other areas, 70 dB or less is the standard, and at night (22:00 ~ 05:00) 1. Residential areas, green areas, settlement districts, residential development Schools, general hospitals, public libraries in the promotion district, tourism, recreation development promotion district, natural environment conservation area, and other areas 2. 50 dB or less is the standard for all other areas. Also, as a remark, the noise regulation standard for construction sites is +10dB when the work that uses the machinery or equipment subject to prior notification of a specific construction work is less than 3 hours a day, and +5dB when more than 3 hours and less than 6 hours during the daytime. In the case of blasting noise, +10dB can be corrected to the regulatory standard (in the case of mining, the workplace regulatory standard) only during the daytime. In addition, in some areas of the regulatory standards for construction sites, -5dB is corrected to the regulatory standard only on holidays.

After standardizing civil complaint factors by section and calculating the difference value (S103), calculating the civil complaint factor risk index for each sensor through the risk index calculator, calculating the civil complaint factor risk index by section, calculating the civil complaint factor risk index by day, by sensor and by section, and It is possible to calculate the risk index by calculating the daily difference of the civil complaint factor (S104).

Through the daily civil complaint factor index calculation unit, it is possible to calculate the daily civil complaint factor index based on the number of civil complaints per person in each area where the sensor is installed (S105).

Based on the calculated daily civil complaints factor index, it is possible to calculate the daily civil complaints composite index according to each ratio of the civil complaints factors (S106).

The civil complaint monitoring unit may receive the calculated daily civil complaint index and monitor the civil complaint area and the expected civil complaint area (S107).

2 is a reference diagram for explaining the comprehensive civil complaint index calculation and central complaint management system 200 using IoT time series noise and vibration data, regulatory standards, and civil complaint information according to an embodiment of the present invention.

Referring to FIG. 2 , the comprehensive civil complaint index calculation and central complaint management system 200 using IoT time series noise and vibration data, regulatory standards, and civil complaint information includes a civil complaint factor log data collection unit 210 and civil complaint factor standard data input unit 220 ), standardization of civil complaint factor standards for each section and difference calculation unit 230, risk index calculation unit 240, daily civil complaint factor index calculation unit 250, daily civil complaint index calculation unit 260, and civil complaint monitoring unit 270 ) can be included.

Here, the civil complaint factor is the cause of receiving civil complaints during construction at the construction site, and may be the size of noise, vibration, and dust concentration, and may be the cause of all other civil complaints received from surrounding residents.

In more detail, the civil complaint factor log data collection unit 210 may collect civil complaint factor log data for each sensor from a plurality of civil complaint factor sensors.

The civil complaint factor reference data input unit 220 may input the civil complaint factor reference data based on the noise and vibration regulation standards of the construction site of the Enforcement Regulations of the Noise and Vibration Management Act.

The civil complaint factor standardization and difference value calculation unit 230 for each section may standardize the collected civil complaint factor log data to have the same standard as the civil complaint factor standard data.

In addition, the civil complaint factor standardization and difference value calculation unit 230 for each section can calculate the difference between the measured civil complaint factor log data and the civil complaint factor standard data input for each section of the sensor, date (day) and time. In addition, the civil complaint factor standardization and difference value calculation unit 230 for each section calculates the difference value of the civil complaint factor with the civil complaint factor standard data based on the highest measured value among the civil complaint factor log data measured at the time of blasting, and the time other than blasting The log data of civil complaint factors measured in can calculate the difference value of civil complaint factors and civil complaints factor data based on the average of the measured values.

Here, it is the noise and vibration process test standard that is based on the highest measured value among the civil complaint factor log data measured at the time of blasting, and that the civil complaint factor log data measured outside of blasting time is based on the average of the measured values. In accordance with the regulatory standards specified in

In addition, according to the noise regulation standards, morning, evening (05:00 ~ 07:00, 18:00 ~ 22:00), daytime (07:00 ~ 18:00) and night (22:00 ~ 05: 00), and the target areas are: 1. Residential areas, green areas, settlement districts among management areas, residential development promotion districts, tourism, recreation development promotion districts, natural environment conservation areas, schools in other areas, general Hospital, public library 2. It is divided into other areas. In the morning and evening (05:00 ~ 07:00, 18:00 ~ 22:00) 1. Residential areas, green areas, settlement districts among management areas, residential development promotion districts, tourism, recreation development promotion districts, natural environment conservation 60 dB or less is the standard for schools, general hospitals, and public libraries located in the local area or other areas, and 2. 65 dB or less for other areas. Also, during the week (07:00 ~ 18:00) 1. Among residential areas, green areas, and management areas, residential areas, residential development promotion districts, tourism, recreation development promotion districts, natural environment conservation areas, and schools located in other areas , general hospitals and public libraries are 65 dB or less 2. For other areas, 70 dB or less is the standard, and at night (22:00 ~ 05:00) 1. Residential areas, green areas, settlement districts, residential development Schools, general hospitals, public libraries in the promotion district, tourism, recreation development promotion district, natural environment conservation area, and other areas 2. 50 dB or less is the standard for all other areas. Also, as a remark, the noise regulation standard for construction sites is +10dB when the work that uses the machinery or equipment subject to prior notification of a specific construction work is less than 3 hours a day, and +5dB when more than 3 hours and less than 6 hours during the daytime. In the case of blasting noise, +10dB can be corrected to the regulatory standard (in the case of mining, the workplace regulatory standard) only during the daytime. In addition, in some areas of the regulatory standards for construction sites, -5dB is corrected to the regulatory standard only on holidays.

The risk index calculation unit 240 includes a sensor-specific civil complaint factor risk index calculation unit 241, a civil complaint factor risk index calculation unit for each section 242, a daily, sensor-specific and each section civil complaint factor risk index calculation unit 243 and It can be configured to include the daily difference calculation unit 244 of the civil complaint factor. The detailed risk index calculation unit 240 will be described with reference to FIG. 3 .

3 is a reference diagram for explaining the risk index calculator 240 according to an embodiment of the present invention.

Referring to FIG. 3 , the risk index calculation unit 240 calculates the civil complaint factor risk index for each sensor 241 , the civil complaint factor risk index calculation unit 242 for each section, and calculates the civil complaint factor risk index by day, by sensor and by section It may be configured to include a unit 243 and a daily difference calculation unit 244 for civil complaint factors.

The civil complaint factor risk index calculation unit 241 for each sensor calculates the difference between the civil complaint factor standard data and the measured civil complaint factor log data for each section, respectively, and calculates the difference value for each day and each sensor. By referring to the first and second today's index, the civil complaint factor risk index for each sensor can be calculated.

The civil complaint factor risk index calculation unit 242 for each section calculates the difference value for each civil complaint factor by day and by section, respectively, based on the largest value among the values measured by each sensor, and then refers to the first and second today's indexes. It is possible to calculate the civil complaint factor risk index for each section.

The risk index calculation unit 243 for each day, each sensor (instrument) and each section may calculate the risk index for each day, each sensor, and each section calculated according to the first and second today's index tables.

The daily difference calculation unit 244 for civil complaint factors may calculate the daily difference of civil complaint factors based on a value having the largest difference between the civil complaint factor log data measured by each sensor and the reference data.

Here, in the first today's index, the range of the difference value between the civil complaints factor standard data and the civil complaints factor log data is set to be between 0 and 20, and the value of the civil complaints factor log data for obtaining the difference value is the value with the largest difference among the daily sections. Based on this, the difference value with the civil complaints factor standard data is calculated. In addition, if the daily difference value is '0' in succession, a daily depreciation rate of 20% is applied. If the difference between the maximum values in the interval is 0, it is a reference table for calculating today's index according to the previous day's index depreciation. By applying a 20% depreciation rate to the index, the index table is configured to be symmetrical about the diagonal. If the difference between the previous day's index and today's index is 20 or more, today's index is fixed at 20, and the sum of the previous day's index and today's difference is By calculating the index, the persistence of civil complaint factors and the intensity, which is the difference value, can be reflected in the index.

Here, today's difference value means the largest difference between the civil complaints factor standard data and the measured civil complaints factor log data for each section.

The 1st and 2nd daily index can be prepared based on the reference data of the damage compensation amount of the Central Environmental Dispute Mediation Committee.

Returning to FIG. 2 again, the daily civil complaint factor index calculation unit 250 may calculate the daily civil complaint factor index based on the number of civil complaints per person in each region where the sensor is installed.

In addition, the daily civil complaint factor index calculation unit 260 may calculate by collecting the ratio of the number of civil complaints per person in the area where the civil complaint factor sensor is located and the civil complaint risk index for each sensor, and the number of civil complaints per person in the area where the civil complaint factor sensor is located By calculating the weight through the ratio, the daily civil complaint factor index can be calculated by multiplying the civil complaint factor risk index for each sensor by the weight.

The daily civil complaints composite index calculation unit 260 may calculate the daily civil complaints composite index by collecting the daily civil complaint factor indices.

The daily civil complaint index calculation unit 260 may calculate the weight of each daily civil complaint index based on the past civil complaint statistics, collect the daily civil complaint factor index, and calculate the daily civil complaint index.

In addition, the daily civil complaints composite index calculation unit 260 may calculate the daily civil complaints composite index according to each ratio of the civil complaint factor. In other words, it is possible to calculate the daily civil complaint index by determining the ratio of each complaint factor. For example, when the civil complaint factor is noise and vibration, if the number of civil complaints due to noise is twice the number of civil complaints due to vibration, the daily civil complaint factor index due to noise is twice the daily civil complaint factor index due to vibration. By determining the weight, the daily civil complaint index can be calculated.

The civil complaint monitoring unit 270 may receive the daily civil complaint composite index from the daily complaint composite index calculation unit 260 , and monitor the civil complaint area and the expected civil complaint area based on the calculated daily complaint composite index.

In addition, the civil complaint monitoring unit 270 receives the civil complaint area and expected civil complaint area information from the terminal in charge (not shown), and transfers the daily civil complaint index information calculated from the daily civil complaint index calculation unit 260 to the person in charge terminal (not shown). city), and information on the civil complaint factor risk index, the first civil complaint factor difference value, and the second civil complaint factor difference value information by day, by sensor, and by section can be delivered to the terminal in charge. Here, the civil complaint area and expected civil complaint area information includes civil complaint status information that is at least one of the actually received civil complaints and the expected civil complaint status, information about the area actually received or expected civil complaints, reason information that is the reason for civil complaints and expected civil complaints, and actual It may include information on the subject of civil complaints, which is one of the received civil petitions and the expected civil petitions. In addition, the first civil complaint factor difference value represents the difference between the standard data of civil complaint factors (noise and vibration) and the daily civil complaint index, and the second civil complaint factor difference value is the civil complaint factor (noise and vibration) standard data and civil complaint factor It may mean the difference value of log data (the difference value of the second civil complaint factor).

When the civil complaint monitoring unit 270 receives the civil complaint area and expected civil complaint area information from the terminal in charge (not shown), the civil complaint monitoring unit 270 determines the Graph information can be transmitted to the terminal in charge.

In addition, on the basis of the calculated daily risk index, each civil complaint factor risk index by day, sensor and section, the first civil complaint factor difference value, and the second civil complaint factor difference value information, the area included in the caution, warning, and risk grades is detected by the sensor. It can be traced back to the area where it is located.

Due to this, it is possible to manage the area where civil complaints are raised, and also to identify the areas where civil complaints are expected to preemptively manage and prevent civil complaints.

4 is a diagram for explaining the reference data received from the civil complaint factor reference data input unit 220 .

4 is a diagram for explaining the reference noise level table input from the civil complaint factor reference data input unit 220 .

Referring to FIG. 4 , it can be confirmed that reference data is created and inputted based on the sensor operation date (day), time, and blasting status for each civil complaint factor sensor. For example, the standard noise level No.111113 belongs to the residential area, etc., and it was operated during the week, and it can be understood that the time period was operated during the daytime (07-18 o'clock), and it is a blasting situation, and the use of mechanical equipment is It can be confirmed that it worked for less than 3 hours. In addition, the reference noise level according to this is 85, and it is also possible to determine whether it is currently used or not. In addition, this data can be entered and stored as data by identifying the use start date, use end date, additional reason, end reason and change date.

5 is a diagram for explaining a noise log data table in which data collected from the civil complaint factor log data collection unit 210 is collected.

For example, machine No. 123456789 shown in the table of FIG. 5 is being performed in an area such as a residence at 21:10:20 on April 29, 2021, which enters the initial setting and can be automatically collected. In the chart of FIG. 5 , whether or not blasting is performed and the weekly working hours of using mechanical equipment can be input through the terminal in charge of construction. In addition, it is possible to measure the noise level, and machine No. 123456789 collects information that the noise level is 67 dB at 21:10:20 on April 29, 2021, and the civil complaint factor log data collection unit 210 We can collect information about it.

6 is a diagram for explaining standardization of civil complaint factors for each section and standardization of data collected from the difference value calculation unit 230 .

6, the civil complaint factor standardization and difference value calculation unit 230 standardizes the noise measurement value of the machine No. 123456789 collected by the civil complaint factor log data collection unit 210 in the form of the civil complaint factor standard data. can

Based on the data, residential, etc., by section, date (day), weekdays/off-weekly, blasting status, working hours, standard noise level, actual measured noise value, adjusted measured noise value, difference between reference value and actual measured value, reference value and The difference value of the adjustment value and the reason for adjustment may be included, and the reference noise value is input based on the reference data received from the civil complaint factor reference data input unit 220 , and the actual measured noise value is the civil complaint factor log data collection unit 210 . The measured values collected from In addition, the reference noise level may be set to the highest value among the measured values during blasting as the reference noise level, and at other times, the average value of the reference values may be set as the reference noise level.

Here, the civil complaint factor standardization and difference value calculation unit 230 for each section is based on the highest measured value among the civil complaint factor log data measured at the time of blasting, and the civil complaint factor log data measured at times other than blasting are measured. Based on the average of the values, it follows the regulatory standards specified in the Noise and Vibration Process Test Standards.

The adjusted noise level can be excluded or corrected by checking the measurement value of the civil complaint factor log data of the previous day and checking the abnormal complaint factor measurement value due to an error. In addition, the difference value between the reference value and the measured value may be calculated and inputted by the standardization of civil complaint factors for each section and the difference value calculation unit 230, and the difference value between the reference value and the adjusted value is the value adjusted from the daily civil complaint index calculation unit After this is calculated, the input can be received.

7 is a chart for explaining the civil complaint factor risk index for each day, each sensor, and each section calculated according to the first and second today's index from the risk index calculation unit 240 according to an embodiment of the present invention.

Referring to FIG. 7 , it is possible to check the civil complaints factor risk index by date (day) and by section of the three sensors No.123456789, No.22222222, and No.33333333.

For each sensor, the date (day) is divided into April 29, 2021, April 30, 2021, and May 01, 2021, and for each date (day), it is divided into section night 1, morning, daytime, evening, and night 2. The difference value between the civil complaint factor standard data and the adjusted civil complaint factor log data, the difference value between the civil complaint factor standard data and the adjusted civil complaint factor risk index, the difference between the civil complaint factor standard data and the actual measured value, and the civil complaint factor standard data and the actual civil complaint It can be confirmed that the value of the difference value of the factor risk index was calculated.

Each index can be obtained by applying the first and second today's index as a standard.

8 is a diagram for explaining the calculation of the civil complaint factor risk index for each sensor, the civil complaint factor risk index calculation for each section, and the noise daily difference calculation from the risk index calculation unit 240 according to an embodiment of the present invention.

The risk index calculator 240 may calculate the difference between the civil complaint factor reference data and the civil complaint factor log data value, and the difference value selects and stores the value with the greatest difference among the sections. The risk index for each machine can be calculated based on the value with the largest difference among the sections (710).

In addition, the risk index calculation unit 240 can calculate the difference between the civil complaint factor reference data and the civil complaint factor log data value, and the difference value is the largest among the measured values with the same date (day) and section excluding the sensor. It is possible to calculate the civil complaint factor risk index for each section (720).

In addition, the risk index calculation unit 240 may calculate the difference between the civil complaints factor reference data and the civil complaints factor log data, and the values of the civil complaints factor reference data and the civil complaints factor log data among the values measured during the measurement date (days) are The largest value can be calculated (730).

The risk index calculation unit 240 may calculate each civil complaint factor risk index based on the first and second today's index.

9 is a diagram for explaining the first today's index table for calculating today's index according to the previous day's index depreciation when the difference between the maximum values in each section performed by the risk index calculating unit 240 is 0.

The first today's index of FIG. 9 can be prepared based on the reference data of the damage compensation amount of the Central Environmental Dispute Mediation Committee.

9 shows the first today's index for calculating the risk index for each machine as a reference table, and the first today's index is the range of the difference value between the civil complaint factor reference data and the civil complaint factor log data is set to be between 0 and 20, and the difference value is The value of the civil complaint factor log data to be obtained is calculated based on the value with the largest difference value among the daily sections, and the difference value from the civil complaint factor standard data is calculated. In addition, if the daily difference value is '0' in succession, a daily depreciation rate of 20% is applied. If the difference between the maximum values in the interval is 0, today's index can be calculated according to the previous day's index depreciation.

Here, today's difference value means the value with the largest difference between the civil complaint factor standard data and the measured civil complaint factor log data for each section.

10 is a diagram for explaining the second today's index for calculating the today's index according to the difference between the previous day's index and today's index performed by the risk index calculating unit 240 .

The second today's index of FIG. 10 can be prepared based on the reference data of the damage compensation amount of the Central Environmental Dispute Mediation Committee.

Referring to FIG. 10, FIG. 8 is a second today's index for calculating today's civil complaint index through the difference between the previous day's index and today's index. In the second today's index, if the previous day's index is between 1 and 20 and today's index is 0 in the initial setting, a 20% depreciation rate is applied to the previous day's index so that the index table is symmetrical about the diagonal, and the previous day's index and If today's difference value is 20 or more, today's index is fixed at 20, and the sum of the previous day's index and today's difference value is calculated as today's index, so that the persistence of civil complaint factors and the intensity of the difference value can be reflected in the index.

Here, the today's difference value means the value with the largest difference between the civil complaints factor standard data and the measured civil complaint factor log data for each section today.

In addition, the index value was also set to increase under the assumption that when the overall value exceeding 0 continues, the inconvenience felt by civil complaints increases, and a reference table as shown in FIG. 8 was constructed.

11 is a chart for explaining the daily civil complaint factor index according to an embodiment of the present invention.

Referring to FIG. 11 , the noise daily risk index calculated based on FIGS. 9 and 10 may be calculated for each sensor, and the quantity of each sensor belonging to a level of risk may be checked and stored. For example, on April 29, 2021, the total risk index is 10, the caution ratio and the risk ratio are all 8, and the caution and risk sensors are all 8.

12 is a chart for explaining the calculation of adjustment values according to the number of civil noise and vibration complaints per person in the Seoul area and the risk index for each sensor.

13 is a diagram for explaining calculation of weights and calculation of daily risk index according to the calculation of the adjustment value of FIG. 12 .

Referring to FIG. 12 , a table 1110 showing the number of civil noise and vibration complaints per person in the Seoul area, and a table summarizing the risk index 1120 for each sensor (machine) on a specific date (day) can be seen. The table (1110) showing the number of civil noise and vibration complaints per person in the Seoul area was calculated by multiplying by 10,000 for convenience of calculation. Arranged in a table. The data of the number of civil noise and vibration complaints per person in the ward (k) and the risk index (1120) for each sensor on a specific date (day) are integrated. The number of civil complaints (k) is adjusted as it is, and if the risk index of the ward is 0, the number of civil noise and vibration complaints per person in the ward (k) is adjusted to 0 (adjustment k).

Also, referring to FIG. 13 , a weight for each sensor is calculated from the adjustment k. The weight may be set to 1 as 100%, and the weight may be determined by the weight of the adjustment k.

By multiplying the weight obtained from the adjustment k and each distinct risk index, the risk index for each distinct day is calculated, and the total daily civil complaint index can be calculated by adding them all.

14 is a reference diagram schematically illustrating the classification and classification of risk grades according to the daily civil complaint index.

Referring to FIG. 14 , a reference table 1210 for classifying risk grades according to daily civil complaint index and a table 1220 showing the number of sensors (machines) for each grade and sensor (machine) ratio for each grade can be identified. The standard table 1210, which classifies the risk level according to the daily civil complaint index, is a standard table for classifying the risk level according to the daily civil complaint index. can be classified by grade. In addition, the table 1220 showing the ratio of sensors (machines) for each grade may indicate the ratio of the number of sensors (machines) for each grade and the number of sensors (machines) for each grade, and may include a graph indicating this.

15 is a reference diagram for explaining noise risk index and vibration risk index monitoring according to an embodiment of the present invention.

16 is a reference diagram for explaining the monitoring of the difference between the reference data of noise and vibration and the adjustment value according to an embodiment of the present invention.

17 is a reference diagram for explaining a difference monitoring between noise and vibration reference data and actual values according to an embodiment of the present invention.

Referring to FIGS. 15 to 17 , FIG. 15 shows risk index graphs 1310 and 1320 of civil complaint factors (noise and vibration) based on the risk index calculated by the risk index calculator 240, and can be monitored through this. 16 is a graph (1330, 1340) of the difference value (the first civil complaint factor difference value) between the standard data of civil complaint factors (noise and vibration) and the daily civil complaint composite index based on the risk index calculated by the risk index calculation unit 240 ) and can be monitored through this. 17 is a graph (1350, 1360) of the difference value (the second civil complaint factor difference value) between the reference data of civil complaint factors (noise and vibration) and the civil complaint factor log data based on the risk index calculated through the risk index calculation unit 240 and can be monitored through it.

In addition, in the graphs of FIGS. 15 to 17, civil complaint areas and expected civil complaint areas can be monitored by day through column 1, and in column 2, specific civil complaint areas and expected civil complaint areas can be identified by day and by sensor (instrument). In column 3, specific civil complaint areas and expected civil complaint areas can be identified by day and section, and through column 4, specific civil complaint areas and expected civil complaint areas can be identified by day, by sensor, and by section.

For example, looking at the four graphs 1310 in row 1 of FIG. 15, based on the noise risk index, the daily noise risk index, specific Noise risk index by sensor (instrument) by day for civil complaint area and expected civil complaint area, noise risk index by day and section for specific civil complaint area and expected civil complaint area, and noise by specific civil complaint area and expected civil complaint area by day, by sensor (instrument) and section You can check the charts and graphs according to the risk index. Here, comparing the daily noise risk index of Eunma Apartment, Cheongdam Sangji Ritzville, and Incheon Samdu Apartments, you can figure out the noise risk index from 4 days before (D-4) of the date (day), ), it can be seen that the highest number of 17 was calculated for Eunma Apartments. Therefore, in order to determine which sensor is abnormal among the plurality of sensors located in Eunma Apartment, the noise risk index by day and by sensor (instrument) is identified, and the sensor (instrument) 1 with the highest risk index is the noise risk index is the highest, and by locating the sensor (instrument) 1, it is possible to determine which area has the highest noise risk index. In addition, by identifying the highest daily risk index in the Eunma Apartment area, and identifying the noise risk index by time section (night 1, morning, daytime, evening, night 2), which time section had the highest noise risk index? can figure out In addition, since sensor (instrument) 1 in Eunma Apartment had the highest noise risk index, the noise risk index of sensor (instrument) 1 by day, by sensor (instrument) and by section was identified, and the position of sensor (instrument) 1 was reversed. It can be tracked and monitored to prevent civil complaints in the civil complaint area management or expected civil complaint area.

In addition, although I took Eunma Apartment with the highest daily noise risk index as an example here, it is possible to identify the area when the noise risk index is at a warning or danger level, and even if it is not a warning or danger level, it is an area where you want to know the risk index of civil complaints. can be grasped through tables and graphs as shown in FIGS. 13 to 17 in order to specifically monitor.

The civil complaint monitoring department receives civil complaint area and expected civil complaint area information from the terminal in charge, and each day, sensor and section according to the daily civil complaint index, daily civil complaint composite index, first civil complaint factor difference value, and second civil complaint factor difference value information Conduct the first monitoring through each civil complaints factor risk index,

If any one of the daily civil complaints composite index and daily civil complaints composite index, the first civil complaint factor difference value and the second civil complaint factor difference value information, each of the civil complaint factor risk indices per day, sensor, and section exceeds the standard value When an abnormality is detected, the abnormal area where the sensor is located based on the detected value, the abnormal area of the abnormal area based on the abnormal sensor among the sensors in the abnormal area, and the risk index for each section, and the risk of the abnormal sensor by section The second monitoring may be performed by detecting an abnormal section of the sensor based on the index, and at least one of the first and second monitoring information may be transmitted to the terminal in charge.

The first monitoring consists of daily, daily, and sensor-specific and It is possible to check whether there is an abnormality in the value of each civil complaint factor risk index by section, and if there is a civil complaint area or expected civil complaint area corresponding to a warning or risk grade, the daily civil complaint index and daily civil complaint index, first According to the civil complaint factor difference value and the second civil complaint factor difference value information, it is possible to deliver the relevant information about the warning or risk grade along with the civil complaint factor risk index information for each day, each sensor, and each section.

In addition, through the daily civil complaints composite index and daily civil complaints composite index, the first civil complaint factor difference value and the second civil complaint factor difference value information, each civil complaint factor risk index value for each day, sensor, and section, each day in a specific area You can check at least one of the civil complaint composite index, the civil complaint factor risk index by day and sensor in a specific area, the civil complaint factor risk index by section in a specific area, and the civil complaint factor risk index by section of a specific sensor in a specific area. By tracking, it is possible to determine whether there is an abnormality in a specific area, a specific sensor, and a specific section.

In the second monitoring, any one of the daily civil complaint index and the daily civil complaint composite index, the first civil complaint factor difference value and the second civil complaint factor difference value information of each civil complaint factor risk index by day, by sensor, and by section When the reference value is exceeded, it is possible to detect an abnormality through backtracking to determine that there is an abnormality in a specific area, a specific sensor, and a specific section. Here, the reference value may be the average of the calculated values of the civil complaint factor risk index for each day, each sensor, and each section, and various other standards may be established.

200: Comprehensive civil complaint index calculation and central complaint management system using IoT time series noise and vibration data, regulatory standards, and civil complaint information
210: log data collection of complaint factors
220: civil complaint factor standard data input unit
230: standardization of civil complaint factors for each section and difference value calculation unit
240: risk index calculation unit
250: Daily civil complaint factor index calculation unit
260: Daily Complaint Comprehensive Index Calculation Unit
270: Civil complaint monitoring department

Claims (14)

Comprehensive civil complaint index calculation using IoT time series civil complaint factor data and regulatory standards and civil complaint information that can be connected to multiple person in charge terminals and sensors through networks In the method of calculating the comprehensive civil complaint index and the central complaint management method used,
a civil complaint factor log data collection step performed by the civil complaint factor log data collection unit, each of which collects civil complaint factor log data from a plurality of complaint factor sensors;
The complainant is
Characterized in that it means at least any one of noise and vibration,
a civil complaint factor reference data input step performed by the civil complaint factor reference data input unit and receiving the civil complaint factor reference data;
Standardization of civil complaint factors for each section and difference value calculation section, which is performed in the civil complaint factor standardization and difference value calculation unit ;
It is performed by the risk index calculation unit, calculating the civil complaint factor risk index for each sensor; calculating the civil complaints factor risk index for each section; calculating the civil complaint factor risk index by day, by sensor, and by section; And calculating the daily difference of civil complaint factors; risk index calculation step comprising;
a daily civil complaint factor index calculation step performed by the daily civil complaint factor index calculation unit, and calculating the daily civil complaint factor index based on the civil complaint factor risk index for each sensor;
The daily civil complaint index calculation step, which is performed by the daily civil complaint index calculation unit, and calculates the daily civil complaint index according to each ratio of the civil complaint factors; and
It is performed by the civil complaint monitoring unit, and receives and monitors the daily civil complaint composite index calculated above; and
The daily civil complaint factor index calculation step is,
calculating the daily civil complaint factor index by calculating a weight based on the ratio of the number of civil complaints per person in the area where the civil complaint factor sensor is located, and multiplying the civil complaint factor risk index for each sensor by the weight;
Comprehensive civil complaint index calculation and key complaint management method using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
According to claim 1,
The step of standardizing civil complaint factors for each section and calculating the difference value,
A standardization step of making the collected civil complaints factor log data the same as the civil complaints factor standard data;
Comprehensive civil complaint index calculation and key complaint management method using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
According to claim 1,
The step of standardizing civil complaint factors for each section and calculating the difference value,
The difference value of the civil complaint factor from the civil complaint factor reference data is calculated based on the highest measured value among the civil complaint factor log data measured at the time of blasting, and the civil complaint factor log data measured outside of blasting time is based on the average measured value calculating the difference value of the civil complaint factor with the civil complaint factor reference data; characterized in that it comprises,
Comprehensive civil complaint index calculation and key complaint management method using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
According to claim 1,
The risk index calculation step is,
Based on the value of the largest difference between the civil complaint factor reference data and the measured civil complaint factor log data for each section, the difference values for each day and each sensor of the civil complaint factor are calculated, respectively, and then the first and second today's index Calculating the civil complaint factor risk index for each sensor with reference to;
Based on the largest value among the values measured by each of the sensors, after calculating the difference value for each day and each section of the civil complaint factor, the first and second today's index tables to calculate the civil complaint factor risk index for each section step;
calculating the civil complaints factor risk index for each day, each sensor, and each section calculated according to the first and second today's index tables; and
Computing the daily difference of civil complaint factors based on the largest difference between the civil complaint factor log data measured by the sensor and the reference data; characterized in that it comprises,
Comprehensive civil complaint index calculation and key complaint management method using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
According to claim 1,
The first today's index is,
The range of the difference value between the civil complaints factor reference data and the civil complaints factor log data is set between 0 and 20,
If the difference value for today is '0' in succession, a daily depreciation rate of 20% is applied,
If the difference value of the previous day is 5 or less, the standard is set so that the depreciation is made to 0 within 4 days according to the magnitude of the difference value of the previous day. It is a standard table for
The 2nd today's index is,
In the initial setting, the previous day's index is between 1 and 20,
When the today's index is 0, a 20% depreciation rate is applied to the previous day's index so that the index table is symmetrical about the diagonal,
If the difference between the previous day's index and today's value is 20 or more, the today's index is fixed to 20, and the sum of the previous day's index and the today's difference value is calculated as the today's index, and the persistence and difference value of the civil complaint factor is reflected in the index characterized in that
Comprehensive civil complaint index calculation and key complaint management method using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
delete According to claim 1,
The complaint monitoring step is
Receives civil complaint area and expected civil complaint area information from the terminal in charge, and the daily, sensor and A first monitoring step of performing a first monitoring through each civil complaints factor risk index for each section;
Any one of the daily civil complaints composite index, the daily civil complaints composite index, the first civil complaint factor difference value, and the civil complaint factor risk index for each day, each sensor, and each section according to the second civil complaint factor difference information is the reference value When exceeding a second monitoring step of detecting a section and performing a second monitoring by detecting an abnormal section of the sensor based on the civil complaint factor risk index for each section of the abnormal sensor; and
Transmitting at least one of the first and second monitoring information to the terminal in charge; characterized in that it comprises,
Comprehensive civil complaint index calculation and key complaint management method using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
In the comprehensive civil complaint index calculation and central complaint management system using IoT time-series noise and vibration data, regulatory standards, and civil complaint information that can be connected with a plurality of terminals and sensors in charge,
a civil affairs factor log data collection unit that collects civil complaint factor log data from a plurality of civil complaint factor sensors, respectively;
The complainant is
Characterized in that it means at least any one of noise and vibration,
a civil complaints factor reference data input unit for receiving the civil complaints factor reference data;
a standardization and difference calculation unit for civil complaint factors for each section that calculates a difference between the measured civil complaint factor log data and the sensor, date, and section;
Census Factor Risk Index Calculation Unit for Each Sensor; Complaint factor risk index calculation unit for each section; Risk index calculation unit for each day, each sensor and each section; and a daily difference calculation unit for civil complaint factors; a risk index calculation unit including;
a daily civil affairs factor index calculation unit for calculating a daily civil complaint factor index based on the civil complaint factor risk index for each sensor based on the ratio of the number of civil complaints per person in each region where the sensor is installed;
a daily civil complaint index calculation unit that calculates a daily civil complaint composite index according to each ratio of the civil complaint factors; and
Including; a civil complaint monitoring unit for receiving and monitoring the calculated daily civil complaint index;
The daily civil complaint factor index calculation unit,
characterized in that the weight is calculated through the ratio of the number of civil complaints per person in the area where the civil complaint factor sensor is located, and the civil complaint factor risk index for each sensor is multiplied by the weight to calculate the daily civil complaint factor index,
Comprehensive civil complaint index calculation and central complaint management system using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
9. The method of claim 8,
The standardization of civil complaint factors for each section and the difference value calculation unit,
Characterized in that the collected civil complaints factor log data is standardized so that the standards are the same as the civil complaints factor reference data,
Comprehensive civil complaint index calculation and central complaint management system using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
9. The method of claim 8,
The standardization of civil complaint factors for each section and the difference value calculation unit,
The difference value of the civil complaint factor from the civil complaint factor reference data is calculated based on the highest measured value among the civil complaint factor log data measured at the time of blasting, and the civil complaint factor log data measured outside of blasting time is based on the average measured value characterized in that the difference value of the civil complaint factor with the civil complaint factor reference data is calculated as,
Comprehensive civil complaint index calculation and central complaint management system using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
9. The method of claim 8,
The risk index calculation unit,
Based on the value of the largest difference between the civil complaint factor reference data and the measured civil complaint factor log data for each section, the difference values for each day and each sensor of the civil complaint factor are calculated, respectively, and then the first and second today's index a civil complaint factor risk index calculation unit for each sensor that calculates the civil complaint factor risk index for each sensor with reference to;
Based on the largest value among the values measured by each of the sensors, after calculating the difference value for each day and each section of the civil complaint factor, the first and second today's index tables to calculate the civil complaint factor risk index for each section Complaint factor risk index calculation unit for each section;
a risk index calculator for each day, each sensor, and each section for calculating the risk index for each day, each sensor, and each section calculated according to the first and second daily index tables; and
Comprising: characterized in that it comprises a; civil complaint factor daily difference calculation unit for calculating the daily difference of civil complaint factors based on the value of the largest difference between the log data and the reference data measured by each of the sensors,
Comprehensive civil complaint index calculation and central complaint management system using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
9. The method of claim 8,
The first today's index is,
The range of the difference value between the civil complaints factor reference data and the civil complaints factor log data is set between 0 and 20,
If the difference value for today is '0' in succession, a daily depreciation rate of 20% is applied,
If the difference value of the previous day is 5 or less, the standard is set so that the depreciation is made to 0 within 4 days according to the magnitude of the difference value of the previous day. It is a standard table for
The 2nd today's index is,
In the initial setting, the previous day's index is between 1 and 20,
When the today's index is 0, a 20% depreciation rate is applied to the previous day's index so that the index table is symmetrical about the diagonal,
If the difference between the previous day's index and today's value is 20 or more, the today's index is fixed to 20, and the sum of the previous day's index and the today's difference value is calculated as the today's index, and the persistence and difference value of the civil complaint factor is reflected in the index characterized in that
Comprehensive civil complaint index calculation and central complaint management system using IoT time series noise and vibration data, regulatory standards, and civil complaint information.
delete 9. The method of claim 8,
The complaint monitoring unit,
Receives civil complaint area and expected civil complaint area information from the terminal in charge, and the daily, sensor and Conduct the first monitoring through each civil complaint factor risk index for each section,
Any one of the daily civil complaints composite index, the daily civil complaints composite index, the first civil complaint factor difference value, and the civil complaint factor risk index for each day, each sensor, and each section according to the second civil complaint factor difference information is the reference value When exceeding And, the second monitoring is performed by detecting the abnormal section of the sensor based on the risk index for each section of the abnormal sensor,
characterized in that at least one of the first and second monitoring information is transmitted to the terminal in charge,
Comprehensive civil complaint index calculation and central complaint management system using IoT time series noise and vibration data, regulatory standards, and civil complaint information.

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