KR102603261B1 - Device, method and program for operating and managing waterworks based on artificial intelligence - Google Patents

Abstract

The present invention relates to an artificial intelligence-based water supply operation management device. By storing block information including spatial information and attribute information for a plurality of sub-blocks within a hierarchical block unit in a database, regional water supply operation management targets are hierarchically classified. It has the effect of being able to manage on a block basis.

Description

Device, method and program for operating and managing waterworks based on artificial intelligence}

The present invention relates to a device for operating and managing water supply based on artificial intelligence.

In order to efficiently and accurately manage water supply operations, various methods have been attempted, such as managing specific areas in block units based on location.

However, in reality, the scope and radius of the administrative district may change and various variables exist, but since there is no system in place to support this, there is a problem that great difficulties exist whenever such changes occur.

In addition, while there are various users who manage the operation of water supply, such as water leakage and maintenance maintainers, sensor maintainers, field managers, and network maintainers, the existing water supply operation management system provides all users with the same regional scope. There is a problem that information is provided and the type of information provided is not very different.

The above problems not only serve as a problem in that unnecessary information is provided indiscriminately to the user, but also act as a factor that prevents the user from carrying out work efficiently.

Public Patent Publication No. 10-2021-0110458, (2021.09.08)

The present invention to solve the problems described above stores block information including spatial information and attribute information for a plurality of sub-blocks within a hierarchical block unit in a database, and organizes regional water supply operation management targets into hierarchical block units. I want to manage it.

In addition, the present invention seeks to generate water supply operation management information for each upper block based on at least one of relationship information, spatial information, and attribute information between a plurality of lower blocks included in each upper block and provide it through a user interface.

In addition, the present invention seeks to analyze whether a change request for a lower block combination for a specific upper block is received by analyzing the change request to check whether the change request can be reflected.

The problems to be solved by the present invention are not limited to the problems mentioned above, and other problems not mentioned can be clearly understood by those skilled in the art from the description below.

An artificial intelligence-based water supply operation management device according to an embodiment of the present invention for solving the above-mentioned problems includes a communication unit that receives data related to water supply operation management from at least one measuring device and meter reading data from a remote meter reading system; A database that stores data received through the communication unit and stores block information for managing regional water supply operation and management targets in hierarchical block units - the block information is spatial information for a plurality of sub-blocks within the hierarchical block unit and attribute information, including combination information on a plurality of lower blocks set for each upper block; And generating the data received through the communication unit as water supply operation management information for each upper block based on at least one of the relationship information and attribute information of a plurality of lower blocks included in each upper block and providing the data through a user interface, When a request to change a combination of sub-blocks for a specific upper block is received, the change request is analyzed to check whether the change request can be applied, and according to the result of the check, new sub-blocks added to the specific upper block and the existing and a processor that resets relationship information for lower block blocks and updates lower block combination information for the specific upper block by reflecting the change request.

In addition, when the attribute information of a new lower block added to the specific upper block is different from the attribute information of the existing lower block of the specific upper block, the processor generates the series of data corresponding to the attribute information of the new lower block. The relationship information is reset by setting it to be converted into data of a series corresponding to the attribute information of the existing sub-block.

In addition, the data related to the water supply operation management includes at least one of flow data, water pressure data, water level data, flow rate data, water quality data, pump status data, and valve status data, and the processor adds to the specific upper block Data compatibility is checked to reset the relationship information between the new sub-block and the existing sub-block, and if the compatibility check results show that the specific type of data is not compatible or the specific type of data does not exist, different types of data By calculating the specific type of data using , the relationship information is reset by creating compatibility between the new sub-block and the existing sub-block.

In addition, the processor determines the user's searchable information and information searchable area based on the information of the user who uses the water supply operation management service, and determines at least one of the lower block and the upper block to include the information searchable area. A user block set is created by selecting one as a search target, and a dataset for the user block set is created based on data matching the searchable information.

In addition, at least one sub-block is detected around the information searchable area, at least one sub-block is selected for generating a dataset for the user block set, and the dataset is set based on the data in the selected sub-block. It is characterized by calculating data for configuration.

In addition, the artificial intelligence-based water supply operation management method according to an embodiment of the present invention to solve the above-described problem includes receiving data related to water supply operation management from at least one measuring device and meter reading data from a remote meter reading system. ;

Matching and storing the received data and meter reading data with block information for managing regional water supply operation and management targets in hierarchical block units - the block information includes spatial information for a plurality of sub-blocks within the hierarchical block unit Attribute information, including combination information on a plurality of lower blocks set for each upper block;

Using the spatial information and attribute information, water supply operation management information for each upper block is generated based on at least one of spatial information and attribute information, relationship information between a plurality of lower blocks included in each upper block, and provided through a user interface. steps;

When a request to change a combination of lower blocks for a specific upper block is received, analyzing the change request to check whether the change request can be applied;

Setting relationship information about a new sub-block added to the specific upper block and an existing lower block according to the inspection result, and updating sub-block combination information for the specific upper block by reflecting the change request. .

In addition to this, another method for implementing the present invention, another system, and a computer-readable recording medium recording a computer program for executing the method may be further provided.

According to the present invention as described above, by storing block information including spatial information and attribute information for a plurality of sub-blocks within a hierarchical block unit in a database, regional water supply operation management targets can be managed in hierarchical block units. .

In addition, according to the present invention, based on at least one of relationship information, spatial information, and attribute information between a plurality of lower blocks included in each upper block, water supply operation management information for each upper block is generated and provided through a user interface. , users will be able to operate and manage waterworks by considering spatial information, attribute information, and relationship information.

In addition, according to the present invention, when a request to change a combination of lower blocks for a specific upper block is received, the change request is analyzed to check whether the change request can be reflected, and based on the check result, a new lower block added to the upper block and By setting the relationship information of the existing lower block and reflecting the change request, there is an effect of updating the lower block combination information for the corresponding upper block.

The effects of the present invention are not limited to the effects mentioned above, and other effects not mentioned will be clearly understood by those skilled in the art from the description below.

Figure 1 is a schematic diagram of an artificial intelligence-based water supply operation management system according to an embodiment of the present invention.
Figure 2 is a block diagram of an artificial intelligence-based water supply operation management system according to an embodiment of the present invention.
Figure 3 is a diagram illustrating various data received by an artificial intelligence-based water supply operation management server.
Figure 4 is a flowchart of an artificial intelligence-based water supply operation management method according to an embodiment of the present invention.
Figure 5 is a diagram illustrating a plurality of sub-blocks within a specific area.
Figure 6 is a diagram illustrating the first upper block and the second upper block according to the combination of lower blocks within the region.
FIG. 7 is a diagram illustrating a change in the combination of lower block blocks for each upper block in FIG. 6.
Figure 8 is a diagram illustrating calculating data for a sub-block without a sensor using data from other sub-blocks.
Figures 10 and 11 are diagrams illustrating providing information by creating a customized user block combination according to the user requesting information.

The advantages and features of the present invention and methods for achieving them will become clear by referring to the embodiments described in detail below along with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below and may be implemented in various different forms. The present embodiments are merely provided to ensure that the disclosure of the present invention is complete and to provide a general understanding of the technical field to which the present invention pertains. It is provided to fully inform the skilled person of the scope of the present invention, and the present invention is only defined by the scope of the claims.

The terminology used herein is for describing embodiments and is not intended to limit the invention. As used herein, singular forms also include plural forms, unless specifically stated otherwise in the context. As used in the specification, “comprises” and/or “comprising” does not exclude the presence or addition of one or more other elements in addition to the mentioned elements. Like reference numerals refer to like elements throughout the specification, and “and/or” includes each and every combination of one or more of the referenced elements. Although “first”, “second”, etc. are used to describe various components, these components are of course not limited by these terms. These terms are merely used to distinguish one component from another. Therefore, it goes without saying that the first component mentioned below may also be a second component within the technical spirit of the present invention.

Unless otherwise defined, all terms (including technical and scientific terms) used in this specification may be used with meanings commonly understood by those skilled in the art to which the present invention pertains. Additionally, terms defined in commonly used dictionaries are not interpreted ideally or excessively unless clearly specifically defined.

Hereinafter, embodiments of the present invention will be described in detail with reference to the attached drawings.

Figure 1 is a schematic diagram of an artificial intelligence-based water supply operation management system 10 according to an embodiment of the present invention.

Referring to (A) of FIG. 1, it is illustrated that a TM control panel is installed in each divided management block in the Seoul area and the water supply operation management system 10 is operated.

Conventionally, it was operated as shown in Figure 1 (A), so it was difficult to change the partitioned management block, and there was a problem that the construction and maintenance costs of the TM control panel were also very high.

However, referring to (B) of FIG. 1, the artificial intelligence-based water supply operation management system 10 according to an embodiment of the present invention provides detailed information by installing multiple meter readers throughout the area instead of installing TM control panels in many places. It will be possible to operate and manage even the region, and the scope of the block to be managed can be easily adjusted.

Additionally, there is an advantage in that the construction and maintenance costs of the TM control panel can also be reduced.

The present invention has been schematically described in Figure 1, and below, the artificial intelligence-based water supply operation management system 10, device, and method according to an embodiment of the present invention will be described in detail with reference to other drawings. .

The artificial intelligence-based water supply operation management system 10 according to an embodiment of the present invention can be performed by a water supply operation management device including a computer, a server 100 device, etc., and below, the water supply operation management server 100 It should be explained that is the performing entity.

Figure 2 is a block diagram of an artificial intelligence-based water supply operation management system 10 according to an embodiment of the present invention.

Referring to Figure 2, the artificial intelligence-based water supply operation management system 10 according to an embodiment of the present invention is performed by the water supply operation management server 100, and the water supply operation management server 100 includes a processor 110, It includes a communication unit 120 and a database 130.

However, in some embodiments, the server 100 may include fewer or more components than those shown in FIG. 2 . (Example: input/output unit 140)

The communication unit 120 receives sensing data related to water supply operation management from at least one measuring device 30 and receives meter reading data from a remote meter reading system.

In addition, the communication unit 120 may receive customer price and rate information from the rate system, background maps and facility information from the geography/facility system, and receive asset information related to water supply management from the asset management system.

In this way, all data received through the communication unit 120 can be used as data referred to in the present invention, and can be used as data to calculate and convert (swap) into specific types of data.

Figure 3 is a diagram illustrating various data received by the artificial intelligence-based water supply operation management server 100.

Referring to Figure 3, in the embodiment of the present invention, the sensing data received from the measuring device 30 can be applied to any data related to water supply operation management. For example, the sensing data related to water supply operation management includes flow data, It includes at least one of water pressure data, water level data, flow rate data, water quality data, pump status data, and valve status data.

Data mentioned in the embodiment of the present invention includes various data such as sensing data and meter reading data, and as shown in FIG. 3, data related to fares, background maps, facilities, etc. may also be included.

In the embodiment of the present invention, the user refers to the user for the water supply operation management system 10, such as water leakage and maintenance person, sensor maintainer, field manager (village waterworks head, etc.), network maintainer, facility maintenance person. Now, it includes various users such as VIP exhibition.

In addition, in an embodiment of the present invention, receiving various control signals from the user and providing various processed information to the user means providing the information to the user terminal 50.

The database 130 stores various data received through the communication unit 120, and block information for managing regional water supply operation and management targets in hierarchical block units is stored.

In addition, the database 130 may further store information received from a remote meter reading system, a fee system, a geographic/facility system, an asset management system, etc.

In addition, the database 130 stores water supply operation management information items that can be searched for each user, the scope of the area where water supply operation management information can be searched, and the type of water supply operation management information that can be searched, as user authority information. .

At this time, in an embodiment of the present invention, the range of the area where water supply operation management information can be searched may be defined as a combination of sub-blocks, but is not limited to this, and may be set and stored as an area on the map.

In an embodiment of the present invention, an upper block is composed of a combination of at least one lower block, and the upper block may be configured to reflect conditions on a district such as an administrative district.

These upper blocks and user block sets according to user authority information will be described in more detail below.

The input/output unit 140 may be comprised of an input unit capable of receiving various control signals and an output unit capable of outputting various information.

The server 100 can receive various control signals from the administrator of the server 100 through the input unit.

The server 100 can output various information, various notifications, warning messages, etc. generated through the processor 110 through the output unit.

The processor 110 is responsible for controlling the components within the water supply operation management server 100, and can execute an artificial intelligence-based water supply operation management method by executing various commands, algorithms, etc. stored in the database 130.

Below, with reference to the flowchart of FIG. 4, how the processor 110 performs each process will be described in detail.

Figure 4 is a flowchart of an artificial intelligence-based water supply operation management method according to an embodiment of the present invention.

The server 100 receives sensing data related to water supply operation management from at least one measuring device 30 and meter reading data from a remote meter reading system through the communication unit 120. (S100)

The processor 110 stores data in S100 and stores it as block information for managing regional water supply operation management targets in hierarchical block units. (S200)

At this time, the data received by the communication unit 120 may include various data such as sensing data sensed by the measuring device 30, meter reading data from a remote meter reading system, customer price, rates, background maps, and general data about facilities.

Block information includes spatial information and attribute information about a plurality of lower blocks within a hierarchical block unit, and combination information about a plurality of lower blocks set for each upper block.

A specific region or zone can be set by an administrator as a combination of multiple upper blocks, and each upper block can be set as a combination of multiple lower blocks.

At this time, in the present invention, the block information includes spatial information and attribute information for a plurality of lower blocks within the hierarchical block unit, and combination information for a plurality of lower blocks set for each upper block.

In the present invention, each sub-block can receive input/setting of space information and attribute information of the sub-block from the administrator.

At this time, spatial information refers to location and geographic (GIS) information.

Attribute information may include one or more pieces of information, and may refer to the space or type of space that the sub-block represents, facility information that indicates what facilities are included in the sub-block, and collected from the sub-block. /Can include the type of data being sensed.

Spatial information and attribute information for these sub-blocks may be stored in the database 130 using various codes.

In addition, the database 130 stores the compatibility between each code, and the processor 110 can use this to check whether compatibility between sub-blocks is possible.

In this way, while spatial information refers to the location and geographical characteristics of the corresponding sub-block, attribute information may refer to various characteristics other than the location and geographic characteristics of the corresponding sub-block.

In addition, the combination information not only includes a list of sub-blocks included in each upper block, but also includes relationship information establishing relationships between sub-blocks.

In the present invention, it is described as an upper block and a lower block, but the upper and lower relationship is not limited to one level, and the lower block may additionally include lower blocks for the lower block.

Relationship information includes relationship information between sub-blocks, relationship information between facilities within sub-blocks, etc.

The processor 110 may diagram block information for a specific region in a tree structure by considering the lower block combination and relationship information stored with respect to the upper block and provide it as a user interface.

This is an example of how block information of a specific area can be visualized and provided through a user terminal, and the present invention is not limited to having a tree structure of block information.

When a request signal for changing settings for preset relationship information is received from an administrator, the processor 110 may modify the preset relationship information. This case may apply when there are changes (addition, exclusion, etc.) to facilities within a specific lower or upper block.

The processor 110 generates data received through the communication unit 120 as water supply operation management information for each upper block based on at least one of the relationship information and attribute information of a plurality of lower blocks included in each upper block, and provides user information. Provided as an interface. (S300)

As described above, the water supply operation management server 100 according to an embodiment of the present invention manages the water supply operation for each upper block based on at least one of the relationship information and attribute information of a plurality of lower blocks included in each upper block. Because it is created as information and provided through a user interface, it has the effect of generating and providing operation management information specialized for each upper block.

At this time, the processor 110 may provide different information depending on the information (e.g., authority, etc.) of the user who has accessed the server 100 or requested operation management information, and details regarding this will be described later.

The server 100 receives a request to change the lower block combination for a specific upper block. (S400)

The processor 110 analyzes the change request received at S400 and checks whether the change request can be applied. (S500)

After S500, the next process proceeds depending on whether the change request for S400 is possible without data calculation or conversion (swap).

If it is determined that the change request of S400 is possible immediately without calculating or converting data, the processor 110 resets the relationship information about the new sub-block added to the corresponding upper block and the existing sub-block according to the inspection result, and requests the change. Update the low-level block combination information for the high-level block by reflecting it. (S510)

As described above, the artificial intelligence-based water supply operation management server 100 according to an embodiment of the present invention provides block information with spatial information and attribute information for a plurality of lower blocks within a hierarchical block unit and set for each upper block. Contains combination information for multiple sub-blocks.

In one embodiment, the waterworks operation management server 100 may provide a user interface (UI) with a function to change the upper block combination to the administrator.

In the past, because the block operation concept was reflected in the water supply management system by reflecting the conditions of districts such as administrative districts, it was very complicated and cumbersome to change these conditions after they were set, and sometimes the conditions inside the block were not compatible with each other after the change. There were cases where change was impossible.

However, since the water supply operation management server 100 according to an embodiment of the present invention provides a water supply operation management service using block information as above, the upper block is selected according to a selective combination of lower blocks at the request of the user/administrator. By enabling configuration, modularization of blocks is possible.

At this time, since the facilities existing in the lower block may be different and the types of data received for the lower block may be different, the change request may not be reflected simply by changing the combination of the lower block within the upper block. , In the present invention, it is checked whether it is possible to reflect the change request like this.

Additionally, just because it is impossible to apply a change request in S500 does not mean that it cannot be applied, and how to respond in case it is not possible will be explained below.

Figure 5 is a diagram illustrating a plurality of sub-blocks within a specific area.

Figure 6 is a diagram illustrating the first upper block and the second upper block according to the combination of lower blocks within the region.

FIG. 7 is a diagram illustrating a change in the combination of lower block blocks for each upper block in FIG. 6.

As shown in Figure 5, assume that a specific area is set to a sub-block such as L1 to L19 by the administrator's settings. (L: Low Block)

And, as shown in Figure 6, by the administrator's settings, L1, L2, L3, L4, L7, L8, L9, L10, L14, L15, and L16 are H1 (first upper block), L5, L6, L11, L12, Assume that L13, L17, L18, and L19 are set to H2 (second upper block) (H: High Block)

As shown in FIG. 6, low-level block combination information for each of the first and second high-level blocks set by the administrator is stored in the database 130.

At this time, as shown in FIG. 7, when the manager receives a block combination change request to exclude the L4, L10, and L16 lower blocks from the first upper block and include them into the second upper block, the processor 110 analyzes the change request and requests the change. Check whether application is possible.

At this time, checking whether the change request is possible is checked to ensure compatibility between the attribute information of the lower blocks newly included in the second upper block and the attribute information of the existing lower block (hereinafter referred to as the existing lower block). This means checking whether it is possible to change the block combination just by modifying the relationship information.

As shown in FIG. 3, in the embodiment of the present invention, there are various types of data received by the communication unit 120 of the server 100, which means that different types of data are received according to each lower block and are transmitted to one upper block. This is because it may be impossible to establish a relationship to belong to.

In S500 and S510, it is checked whether it is possible to establish a relationship between a new sub-block and an existing sub-block within the upper block, and whether the change request can be applied. If possible, the change request is reflected and the relationship information is reset accordingly. do.

Through this configuration, a user/administrator using the present invention can easily change the combination of lower blocks included in the upper block through the upper block, lower block list, or map editing tool provided through the user interface.

If it is determined that the change request of S400 is impossible without data conversion, the processor 110 performs the following process.

If the attribute information of the new sub-block added to the corresponding upper block is different from the attribute information of the existing sub-block of the corresponding upper block, the processor 110 stores data of the series corresponding to the attribute information of the new lower block to the properties of the existing lower block. The relationship information can be reset by setting it to be converted to data of the series corresponding to the information.

In block information, attribute information includes facility information existing in the block (e.g., sub-block) and various data about the block (e.g., sub-block), so different attribute information means that the attribute information is collected/sensed from the corresponding sub-block. Because the types of data are different, this means that there is a lack of compatibility for lower-level blocks to be included within the same upper-level block.

In detail, the processor 110 checks data compatibility for setting relationship information between a new sub-block and an existing sub-block within the corresponding upper block. (S530)

In one embodiment, the processor 110 checks compatibility for resetting the relationship information between a new sub-block added to a specific upper block and an existing sub-block, and as a result of the compatibility check, a specific type of data is incompatible or a specific type of data is not compatible. When data does not exist, relationship information can be reset by calculating a specific type of data using different types of data to create compatibility between new and existing sub-blocks.

At this time, if there is no specific type of data for setting the relationship information between the new sub-block and the existing sub-block, the processor 110 determines whether the data within the new sub-block and the existing sub-block are not compatible or if the corresponding type of data does not exist. It can be judged that it is not done.

Next, after S530, the processor 110 can reset relationship information about the new sub-block and the existing sub-block by creating compatibility by combining/calculating different types of data in the new sub-block and the existing sub-block.

In detail, the processor 110 generates a specific type of data by combining or calculating different types of data in the new sub-block and the existing sub-block, and uses the generated specific type of data to create the new sub-block and the existing sub-block. Relationship information about blocks can be created.

In an embodiment of the present invention, combining data of a plurality of sub-blocks within a new sub-block and an existing sub-block combines different types of data to generate a specific type of data for establishing a relationship between the new sub-block and the existing sub-block. It means to do.

Additionally, the database 130 stores various algorithms and calculation formulas that can generate different types of data using different types of data.

For example, in the case of the existing lower block included in the second upper block in FIG. 6, the data types of the first data and the second data are included as attribute information, and the existing lower block contains information about the first data and the second data. Assume that relationship information has been set.

At this time, as shown in Figure 7, the lower blocks (new lower blocks) of L4, L10, and L16 are newly included in the second upper block, and L4, L10, and L16 are the data types of the first data, third data, and fourth data. When it includes as attribute information, the new sub-block does not include the data type of the second data as attribute information, so it is impossible to set relationship information with the existing sub-block, so the processor 110 uses the existing sub-block and It can be determined that compatibility of the new subblock does not exist. (Assuming that the first data, second data, third data, and fourth data each refer to different types of data)

At this time, the processor 110 may swap or calculate second data using at least two types of data among the first, third, and fourth data of the new sub-block, and through this, the new sub-block and the existing sub-block can be swapped or calculated. By creating block compatibility, relationship information can be reset.

Figure 8 is a diagram illustrating calculating data for a sub-block without a sensor using data from other sub-blocks.

In the above-described embodiment, it has been explained that generating a specific type of data using a plurality of different types of data is performed when a change in the sub-block combination for a specific upper block is requested. However, even if there is no separate change in the sub-block combination, the Even in the process of generating operation management information, these functions can be applied to generate water supply operation management information.

Accordingly, the processor 110 can set relationship information for the lower block combination by applying the above configuration even if compatibility between the lower blocks does not exist even in the process of initially setting the lower block combination for the upper block.

In one embodiment, the processor 110 checks whether target data is included in a plurality of blocks included in the upper block, and if a specific block does not contain target data, target data in other blocks surrounding the block are stored. Based on this, target data for a specific block can be calculated.

To explain through a simple example with reference to FIG. 8, there is no sensor for sensing the supply flow rate in the third sub-block, but the processor 110 checks the data of the surrounding blocks and detects the sensor at the supply flow rate sensed by sensor #1. By excluding the supply flow rate sensed by #2 and sensor #3, the supply flow rate supplied to the third sub-block can be calculated.

In FIG. 8, only the calculation of the supply flow rate is illustrated to aid understanding, but since the types of data that can be applied in embodiments of the present invention are diverse, it can be appropriately used for various types of data.

In addition, as described above, in order to set relationship information between a new sub-block and an existing sub-block, the water supply operation management device according to the embodiment of the present invention combines different types of data to set a specific data type for setting the relationship information. When combined with these features, it becomes possible to generate data for various blocks (locations/areas) where sensors do not exist.

Figure 9 is a diagram illustrating calculating the water flow rate using the data swap function.

Referring to FIG. 9, the processor 110 has the effect of calculating and converting (swapping) a specific type of data by calculating a specific type of data using different types of data.

In the past, the water flow rate was calculated by creating a limited space called the first block, collecting the tap water supplied to that block from the measuring system, calculating the supply for a month, and summing the monthly usage of the relevant consumers from the rate system.

The water supply operation management server 100 according to an embodiment of the present invention can calculate the usage by adding up the hourly usage from the remote meter reading system rather than the usage from the rate system.

Additionally, the density of blocks can be increased by installing a remote meter reader in the field and converting the collected data into data collected from a measurement system to build a large number of first blocks.

In addition, the processor 110 can calculate and convert data collected from systems other than the measurement system into a specific target type of data, allowing application by various data combinations rather than a single application as in the past. There is an effect.

Figures 10 and 11 are diagrams illustrating providing information by creating a customized user block combination according to the user requesting information.

The processor 110 can search the database 130 for information on users who use the water supply operation management service accessed through the communication unit 120.

The processor 110 determines the information that the user can view and the area in which the information can be viewed based on the user's information.

Then, the processor 110 generates a user block set by selecting at least one of the lower block and upper block as a search target to include an area where information can be searched.

The processor 110 creates a dataset for the user block set based on data that matches the user's viewable information and provides it through a user interface so that the user can check it.

Referring to FIG. 10, when the first user requests water supply operation management information, the processor 110 provides L3, L4, L5, L6, L9, L10, Generate a first user block set including sub-blocks such as L11, L12, L13, L15, L16, L17, L18, and L19.

And, the processor 110 generates data corresponding to the viewable information of the first user as a dataset among the data received/collected from blocks (including lower blocks and upper blocks) in the first user block set, and creates a data set using the user interface. It is provided to the first user.

On the other hand, when the second user requests water supply operation management information as shown in FIG. 11, the processor 110 provides L5, L6, L11, L12, L13, and L17 because the information searchable area of the second user is the same as FIG. 11. , generate a second user block set containing sub-blocks such as L18 and L19.

And, the processor 110 generates data corresponding to the viewable information of the second user as a dataset among the data received/collected from blocks (including lower blocks and upper blocks) in the second user block set, and creates a data set using the user interface. It is provided to a second user.

Through this configuration, the water supply operation management server 100 according to an embodiment of the present invention can provide customized information optimized according to the user requesting water supply operation management information.

Conventionally, data for a large area as shown in FIG. 10 was provided to both the first user and the second user, and in this case, the data for blocks such as L3, L4, L9, L10, L15, and L16 to the second user was unnecessary noise. It could be data.

And, in the past, the reason why information could not be provided based on the user-specific information searchable area is because, as in the present invention, it is difficult to manage each sub-block and calculate data for sub-blocks without sensors as described above. This is because it was impossible to apply this function because it was not possible.

In one embodiment, the processor 110 detects at least one sub-block around an area where information about the user can be searched, selects at least one sub-block for generating a dataset for the user block set, and selects the selected sub-block. Based on your data, you can calculate data for constructing a dataset.

For example, although a user block set is formed based on the area where the user can view information, there may be cases where data from areas other than the area where the user can view information is needed to generate (calculate) information to be provided to the user.

In this case, the processor 110 can generate a dataset for the user block set using data on blocks other than the user block set (eg, sub-blocks around the user block set).

In addition, in the process of setting the area where information can be searched by user above, it was explained in terms of preset blocks (lower block, upper block), but it is not limited to this and can be applied using surveillance points, etc. from the point of view of not being a spatial range. It may be possible.

The perspective of a point rather than a spatial range means that, if the above-described embodiment was about the range of a block with spatial information, it can also be applied to a specific point that can be referred to as a point.

For example, the technical features of the present invention can be substituted similarly to a block in terms of one data point (point) such as a measuring instrument, flow meter, water pressure meter, water quality meter (pH, electrical conductivity, turbidity, chlorine concentration, etc.). means that

In addition, in an embodiment of the present invention, the water supply operation management server 100 creates a combination between a block (including at least one of an upper block and a lower block) and a block (including at least one of an upper block and a lower block) having spatial information. Although this method has been described to generate water supply operation management information, it is not limited to this.

In detail, the water supply operation management server 100 can easily change the combination of blocks and data, which was previously impossible, regardless of the data acquisition and interface means, using a combination between data or a combination between blocks and data. Thus, water supply operation management information can be generated.

Additionally, the waterworks operation management server 100 may generate waterworks operation management information using a combination of datasets consisting of multiple types of data.

The artificial intelligence-based water supply operation management server 100 and method according to the embodiment of the present invention described above have the following effects.

Since it is designed to be flexible in block expansion, change, and management, it is possible to easily change the block scope according to changes in administrative districts and facilities, and relationship information between blocks is set.

Because the relationship information between blocks is set, it is easy to check compatibility when the block combination changes, and since specific types of data can be created for setting relationship information based on different types of data, combinations cannot be done in the past. There is an effect that allows you to combine block combinations that were previously impossible.

Data analysis for each block (including parent blocks, child blocks, etc.) can be checked in real time or at preset time periods, so when problems such as water leaks occur, the location of the block where the leak occurred can be quickly confirmed. there is.

In addition, each block contains spatial information and relationship information between adjacent blocks is stored, so when a problem such as water leakage occurs, it is possible to quickly determine whether adjacent blocks have been affected, allowing alternative work to be done. It has the effect of being able to perform efficiently.

The method according to an embodiment of the present invention described above may be implemented as a program (or application) and stored in a medium in order to be executed in conjunction with a server, which is hardware.

The above-mentioned program is C, C++, JAVA, machine language, etc. that can be read by the processor (CPU) of the computer through the device interface of the computer in order for the computer to read the program and execute the methods implemented in the program. It may include code coded in a computer language. These codes may include functional codes related to functions that define the necessary functions for executing the methods, and include control codes related to execution procedures necessary for the computer's processor to execute the functions according to predetermined procedures. can do. In addition, these codes may further include memory reference-related codes that indicate at which location (address address) in the computer's internal or external memory additional information or media required for the computer's processor to execute the above functions should be referenced. there is. In addition, if the computer's processor needs to communicate with any other remote computer or server in order to execute the above functions, the code uses the computer's communication module to determine how to communicate with any other remote computer or server. It may further include communication-related codes regarding whether communication should be performed and what information or media should be transmitted and received during communication.

The storage medium refers to a medium that stores data semi-permanently and can be read by a device, rather than a medium that stores data for a short period of time, such as a register, cache, or memory. Specifically, examples of the storage medium include ROM, RAM, CD-ROM, magnetic tape, floppy disk, optical data storage device, etc., but are not limited thereto. That is, the program may be stored in various recording media on various servers that the computer can access or on various recording media on the user's computer. Additionally, the medium may be distributed to computer systems connected to a network, and computer-readable code may be stored in a distributed manner.

The steps of the method or algorithm described in connection with embodiments of the present invention may be implemented directly in hardware, implemented as a software module executed by hardware, or a combination thereof. The software module may be RAM (Random Access Memory), ROM (Read Only Memory), EPROM (Erasable Programmable ROM), EEPROM (Electrically Erasable Programmable ROM), Flash Memory, hard disk, removable disk, CD-ROM, or It may reside on any type of computer-readable recording medium well known in the art to which the present invention pertains.

Above, embodiments of the present invention have been described with reference to the attached drawings, but those skilled in the art will understand that the present invention can be implemented in other specific forms without changing its technical idea or essential features. You will be able to understand it. Therefore, the embodiments described above should be understood in all respects as illustrative and not restrictive.

10: Water supply operation management system
30: measuring device
50: user terminal
100: Waterworks operation management server
110: processor
120: Department of Communications
130: database
140: input/output unit

Claims (7)

a communication unit that receives data related to water supply operation management from at least one measuring device and meter reading data from a remote meter reading system;
A database that stores data received through the communication unit and stores block information for managing regional water supply operation and management targets in hierarchical block units - the block information is spatial information for a plurality of sub-blocks within the hierarchical block unit and attribute information, including combination information on a plurality of lower blocks set for each upper block; and
Data received through the communication unit is generated as water supply operation management information for each upper block based on at least one of the relationship information and attribute information of a plurality of lower blocks included in each upper block and provided through a user interface,
When a request to change a combination of lower blocks for a specific upper block is received, the change request is analyzed to check whether the change request can be applied,
According to the test result, it includes a processor that resets relationship information about the new sub-block added to the specific upper block and the existing lower block, and updates the lower block combination information for the specific upper block by reflecting the change request. And
The processor,
Based on the information of the user who uses the service for water supply operation management, determine the user's viewable information and information viewable area,
Creating a block set for the user by selecting at least one of a lower block and an upper block as a search target to include the information searchable area,
Generate a dataset for the generated block set based on data matching the viewable information,
Detecting at least one sub-block around the information searchable area and selecting at least one sub-block for generating a dataset for the generated block set,
Characterized in calculating data for constructing the dataset based on data in the selected sub-block,
Artificial intelligence-based water supply operation management device.
According to paragraph 1,
The processor,
If the attribute information of a new lower block added to the specific upper block is different from the attribute information of the existing lower block of the specific upper block,
Characterized in that the relationship information is reset by setting data of the series corresponding to the attribute information of the new sub-block to be converted to data of the series corresponding to the attribute information of the existing sub-block,
Artificial intelligence-based water supply operation management device.
According to paragraph 2,
The data related to the water supply operation management includes at least one of flow data, water pressure data, water level data, flow rate data, water quality data, pump status data, and valve status data,
The processor,
Check data compatibility to reset the relationship information between the new sub-block added to the specific upper block and the existing sub-block,
If, as a result of checking the compatibility, the specific type of data is not compatible or the specific type of data does not exist, the new subblock and the existing subblock are calculated by calculating the specific type of data using different types of data. Characterized in resetting the relationship information so that sub-blocks are compatible,
Artificial intelligence-based water supply operation management device.
delete delete In a manner performed by the server,
Receiving sensing data related to water supply operation management from at least one measuring device and meter reading data from a remote meter reading system;
Matching and storing the received data with block information for managing regional water supply operation and management targets in hierarchical block units - the block information includes spatial information and attribute information for a plurality of lower blocks within the hierarchical block unit, Contains combination information on a plurality of lower blocks set for each upper block;
Using the spatial information and attribute information, water supply operation management information for each upper block is generated based on at least one of spatial information and attribute information, relationship information between a plurality of lower blocks included in each upper block, and provided through a user interface. steps;
When a request to change a combination of lower blocks for a specific upper block is received, analyzing the change request to check whether the change request can be applied;
Setting relationship information about a new sub-block added to the specific upper block and an existing lower block according to the inspection result, and updating sub-block combination information for the specific upper block by reflecting the change request; ,
The server is,
Based on the information of the user who uses the service for water supply operation management, determine the user's viewable information and information viewable area,
Creating a block set for the user by selecting at least one of a lower block and an upper block as a search target to include the information searchable area,
Generating a dataset for the generated block set based on data matching the viewable information,
Detecting at least one sub-block around the information searchable area and selecting at least one sub-block for creating a dataset for the generated block set,
Characterized in calculating data for constructing the dataset based on data in the selected sub-block,
Artificial intelligence-based water supply operation management method.
A computer-readable recording medium combined with a hardware computer and storing a program for executing the method of claim 6.