KR101988350B1 - Automated site-process management system through ai analysis of work display and process inspection using virtual process module - Google Patents

Abstract

The present invention relates to an automated site process management system through AI analysis of the detection and a construction record using a virtual process module (VPM), which virtually assembles a virtual construction separated into a small process unit of 2D or 3D VPMs where small process information and inspection detection are inputted to automatically creates a process table, and displays the process completion on the process table when the detection is completed by carrying out the detection based on the created process table. The VPM (100), a process detection device (200), and a process management server (300) are included in the system.

Description

AUTOMATTED SITE-PROCESS MANAGEMENT SYSTEM THROUGH AI ANALYSIS OF WORK DISPLAY AND PROCESS INSPECTION USING VIRTUAL PROCESS MODULE}

The present invention relates to an automated field process management system through detection and analysis of construction daily report using a virtual process module, and more specifically, a small process unit in which small process information and detection information are input in a digital virtual site implemented by a computer. Virtual construction of virtual constructions separated by 2D or 3D Virtual Process Module (VPM, hereinafter referred to collectively as 'VPM') is virtually assembled to automatically generate a process table, and the detection is performed based on the prepared process table. The present invention relates to an automatic on-site process management system through detection and construction daily report AI analysis using a virtual process module to display process completion on the process table.

Recently, programs such as Primavera and MS Project, which are being used for process control, have established process plans by activity at the beginning of the site, and manually record the results in volume units and period units as the construction progresses. It is a form that reflects process performance by input.

However, since the process progress is not automatically reflected in the performance, the process performance reflection form requires a person who needs to understand the overall field process and a dedicated manpower for operating the program in order to collect and reflect the performance.

In addition, such a performance gathering is difficult to immediately reflect, even in the case of investing a lot of manpower and time, accuracy is rarely used in the actual process control, it is rare to meet the assortment that is forcibly performed by the request of the client.

In addition, the calculation of the input amount according to the construction progress also does not accurately reflect the actual input of the site, there is a problem that is outlined by the program operator with reference to the product.

Accordingly, it is a reality that a lot of losses occur in the field due to errors in the amount of input site during the construction or after the completion of the construction, or a dispute with an execution company that directly performs the construction occurs.

In this regard, the present applicant solves the problems of the prior art and at the same time, automatically collects the construction daily contents of the company, which are created and collected by each company, from the developed system, and through the AI analysis, data such as actual manpower and equipment are analyzed. By comparing with the planned volume of the construction daily, it was possible to create a new automated field process control system that could be used for optimal process control and input forecasting.

Korean Patent Publication No. 10-2016-0112048 (published Sep. 28, 2016) Korea Registered Patent No. 10-1255950 (registered April 11, 2013)

Therefore, an object of the present invention was devised to solve the above problems, the process table by virtually assembling virtual constructions separated into small process units 2D or 3D VPM in which small process information and detection information were input in a digital virtual site And the process information and detection items of the corresponding VPM of the digital virtual site are automatically transferred to the process detecting apparatus owned by the manager when the manager having the location tag approaches the VPM based on the prepared process table. It is displayed (pop-up), and the manager performs the detection work on the corresponding process, and when the detection work is completed, the process completion is displayed on the process table. The detection reason and the construction daily report are collected automatically, and the detection reason and the construction daily report are automatically collected. Detection and construction using a new process virtual process module, which is designed to be used for optimal process management and input quantity prediction by assigning process weights to over / small inputs and process delays after comparing with the planned volume of the construction daily report The goal is to provide an automated field process control system through AI analysis.

The automatic field process management system through the AI analysis and the construction daily report using the virtual process module according to the present invention is a small process unit 2D or 3D virtual process module in which small process information and detection information are input in a digital virtual site implemented by a computer. A virtual process module comprising a VPM separated into a Virtual Process Module (VPM) and mounted on a virtual construction, a process detection device wirelessly communicating with the VPM, and a process management server wirelessly communicating with the process detection device. An automatic on-site process management system using the detection and construction daily report AI analysis, the process detection device, the small process information and detection information storage unit for storing information about the small process and detection transmitted from the VPM; A display unit connected to the small process information and detection information storage unit to pop up process information and detection items of a corresponding VPM; And a small process detection unit connected to the display unit to detect the detection item.

As described above, the automatic on-site process management system through the AI analysis of the detection and construction daily report using the virtual process module according to the present invention has an advantage of automatically standardizing detailed processes, periods, and detection information using the VPM.

In addition, there is an advantage that the process table can be automatically created by assigning standardized detailed processes, periods, and detection information to the virtual process module mounted on the virtual construction.

In addition, the detection is carried out based on the prepared process table, and when the detection is completed, the process results are automatically collected, and the collected process results are updated in the process table, and the process progress is counted, so that the entire process table can be automatically calculated. There is this.

1 is a schematic configuration diagram of an automated on-site process management system through detection and construction daily report AI analysis using a virtual process module according to the present invention.
2 is a block diagram of the process detection device of FIG.
3 is a block diagram of a process management server of FIG.
4 is a reference diagram for explaining that a small process unit 2D or 3D VPM is assembled according to a construction order in a digital virtual site.
5 is a reference diagram for explaining a 2D or 3D model equipped with a VPM in a digital virtual scene, in accordance with the present invention.

Hereinafter, an automatic field process management system through detection and construction daily analysis AI analysis using a virtual process module according to the present invention will be described in more detail with reference to the accompanying drawings. In the following description of the present invention, detailed descriptions of related well-known technologies or configurations will be omitted if it is determined that the detailed description of the present invention may unnecessarily obscure the subject matter of the present invention. In addition, terms to be described below are terms defined in consideration of functions in the present invention, which may vary according to a client's or operator's intention or custom. Therefore, the definition should be made based on the contents throughout the specification.

Like reference numerals refer to like elements throughout.

1 is a schematic configuration diagram of an automated field process management system through detection and construction daily report AI analysis using a virtual process module according to the present invention, FIG. 2 is a configuration diagram of the process detection apparatus of FIG. 1, and FIG. 1 is a configuration diagram of a process management server, FIG. 4 is a reference diagram for explaining that a small process unit 2D or 3D VPM is assembled according to a construction order in a digital virtual site according to the present invention, and FIG. Accordingly, it is a reference diagram for explaining a 2D or 3D model equipped with a VPM in a digital virtual site.

1 and 3, the automatic field process management system through the detection and construction daily analysis AI analysis using the virtual process module according to the present invention and the VPM 100 linked with the actual geographic information (three-dimensional coordinates) The process detection device 200 wirelessly communicates with the VPM 100, and the process management server 300 wirelessly communicates with the process detection device 200.

The VPM 100 is mounted in a virtual construction by dividing the small process unit 2D or 3D VPM into which small process information and detection information are input in a digital virtual field implemented by a computer. The VPM 100 transmits the inputted small process information and detection information to the process detection apparatus 200 through wireless communication.

In addition, the process detection apparatus 200 may include a small process information and detection information storage unit 210 in which small process information and detection information transmitted from the corresponding VPM 100 are stored, and the small process information and detection information storage unit ( And a display unit 230 connected to the display unit 230 to pop up process information and detection items of the corresponding VPM, and a small process detection unit 250 connected to the display unit 230 to detect the detection items. . Detection is completed through the small process detection unit 250. The process detection device 200 transmits to the process management server 300 through the wireless communication that the detection is completed. The process detecting apparatus 200 may be a mobile communication terminal device capable of transmitting and receiving radio waves using wireless communication.

In addition, the process management server 300 is connected to the existing process data collection unit 310 and the existing process data collection unit 310 for collecting existing process data of each site, the existing process data collection unit ( Big data analysis unit 320 for analyzing big data generated by using the existing process data of each site collected in 310 and the big data analysis unit 320 is connected to the big data analysis unit 320 AI learning unit 330 for learning standard data using AI and derived from the AI learning unit 330 connected to the AI learning unit 330 VPM standard information generator 340 for generating VPM standard information using the standard process, and the VPM standard information generated from the VPM standard information generator 340 in connection with the VPM standard information generator 340. A construction model through Construction model creation unit 350, a process table automatic creation unit 360 for automatically creating a process table for the construction model connected to the construction model preparation unit 350, and the process table automatic creation unit 360 A detection analyzer 370 for analyzing the performance of the detection based on the process table automatically generated by the automatic timetable generator 360, and the detection analyzer 370 in connection with the detection analyzer 370. Process automatic check unit 380 for automatically checking the process by the detection through the; and the process automatically checked by the process automatic check unit 380 connected to the process automatic check unit 380 and It is configured to include a process analysis and collecting unit 390 for collecting.

Here, the big data analyzed by the big data analysis unit 320 includes the location, size, detailed process item, period, detection item, etc. of each site.

In addition, the standard process derived through the artificial intelligence learning unit 330 includes a location, a size, a detailed process item, a period, a detection item, etc., for each small process unit 2D or 3D VPM.

In addition, the VPM standard information generated by the VPM standard information generation unit 340 includes facility-specific information (detailed process item, period, detection item, learning neural network, etc.).

In addition, the construction model preparation unit 350 assembles a small process unit 2D or 3D VPM to create a construction model.

In addition, the schedule and the detection schedule is automatically created by the process table automatic creation unit 360,

In addition, the detection analysis unit 370 automatically displays the process information and detection items of the corresponding VPM in the digital virtual site to the process detection device 200, a detection request is prepared, and the detection completion is displayed when the detection is completed. To be.

In addition, the process automatic check unit 380 to automatically display the process completion.

In addition, the process analysis and collection unit 390 analyzes and aggregates the processes automatically checked by the process automatic check unit 380 and analyzes the progress of each process, and analyzes the progress of each collected process. Information is used to generate progress information for the entire process, and quantitative values are applied to the progress information for the entire process to aggregate the overall progress rate.

On the other hand, in the automated field process management system through the detection and construction daily report AI analysis using the virtual process module according to the present invention, small process unit 2D or 3D in which small process information and detection information are input in a digital virtual site implemented by a computer The VPM 100, which is separated into the VPM and mounted on the virtual construction, is linked with the actual geographic information (3D coordinates), and the manager of the location tag in the actual site approaches the VPM, and the process of the corresponding VPM in the digital virtual site. Information and detection items are automatically popped up in the process detection device owned by the manager, allowing the manager to perform a process for the corresponding process, and when the inspection work of the manager is completed, process completion is displayed on the process table. do.

On the other hand, the automatic field process management system through the detection and construction daily analysis AI analysis using a virtual process module according to the present invention is a small process unit 2D or 3D VPM (for example, in a digital virtual site) Top VPM, Pier VPM, Girder VPM, etc.) are assembled according to the construction order.

On the other hand, as a result of assembling the small process unit 2D or 3D VPM in the construction order in the digital virtual site as shown in Figure 5 is a 2D or 3D model equipped with a virtual process module in the digital virtual site.

As described above, the automatic on-site process management system through detection and construction daily report AI analysis using the virtual process module according to the present invention can automatically standardize detailed processes, periods, and detection information using the VPM. In addition, the process table can be automatically created by assigning standardized detailed processes, periods, and detection information to the virtual process module mounted on the virtual construction. In addition, the detection is carried out based on the created process table, and when the detection is completed, the process results are automatically collected, and the collected process results are updated, and the process progress is counted, so that the entire process table can be automatically calculated.

As described above, the present invention has been described based on the preferred embodiments, but these embodiments are intended to illustrate the present invention, not to limit the present invention, so that those skilled in the art to which the present invention pertains can perform the above without departing from the technical spirit of the present invention. Various changes, modifications or adjustments to the example will be possible. Therefore, the protection scope of the present invention should be construed as including all changes, modifications or adjustments belonging to the gist of the technical idea of the present invention.

100: VPM (Virtual Process Module) 200: process detection device
210: small process information and detection information storage unit 230: display unit
250: small process detection unit 300: process control server
310: existing process data collection unit 320: big data analysis unit
330: AI learning unit 340: VPM standard information generation unit
350: construction model creation unit 360: process table automatic creation unit
370: detection analyzer 380: process automatic check unit
390: process analysis and collection

Claims (5)

It is divided into small process unit 2D or 3D Virtual Process Module (VPM) in which small process information and detection information are input in a digital virtual site, and is mounted on a virtual construction and interlocked with VPM (100) which is linked with actual geographic information. Through a detection and construction daily AI analysis using a virtual process module, including a process detection device 200 for wireless communication with the VPM 100 and a process management server 300 for wireless communication with the process detection device 200. In an automatic field process control system, the automatic field process control system
The process detection device 200
A small process information and detection information storage unit 210 for storing the small process information and the detection information transmitted from the VPM 100,
A display unit 230 connected to the small process information and detection information storage unit 210 to pop up process information and detection items of the VPM 100;
It is connected to the display unit 230 includes a small process detection unit 250 for detecting the detection items,
The process management server 300 is
Existing process data collection unit 310 to collect the existing process data of each site,
A big data analysis unit 320 connected to the existing process data collection unit 310 and analyzing big data generated using existing process data of each site collected by the existing process data collection unit 310; ,
The big data analyzed by the big data analyzer 320 connected to the big data analyzer 320 includes a location, a size, a detailed process item, a period, and a detection item of each site. An artificial intelligence learning unit 330 learning and deriving a standard process including a location, a size, a detailed process item, a period, and a detection item for each small process unit 2D or 3D VPM;
VPM standard information for generating VPM standard information including detailed process items, periods, detection items, and learning neural networks using standard processes derived from the AI learning unit 330 connected to the AI learning unit 330. A generation unit 340,
Construction model preparation unit 350 is connected to the VPM standard information generation unit 340 to assemble a small process unit 2D or 3D VPM through the VPM standard information generated from the VPM standard information generation unit 340 to create a construction model 350 )Wow,
Is connected to the construction model creation unit 350 automatically generates a process table 360 for automatically creating a schedule and the detection schedule for the construction model,
A detection analyzing unit 370 connected to the automatic timetable creating unit 360 to analyze the performance of the detection based on the timetable automatically generated by the automatic timetable creating unit 360;
A process automatic check unit 380 connected to the detection analyzer 370 to automatically check a process by detection through the detection analyzer 370, and automatically display a process completion;
Analyze and aggregate the processes automatically checked by the process automatic checker 380 connected to the process automatic checker 380 to analyze the progress of each process, and the progress information for each process that is analyzed and collected. It generates a progress status information for the entire process using a, and includes a process analysis and collection unit 390 for applying the quantitative numerical value to the progress status information for the entire process to aggregate the overall progress rate,
The detection analyzer 370 is
When the manager having a location tag approaches the VPM 100 in a real site, process information and detection items for the corresponding VPM 100 of the digital virtual site are linked with the actual geographic information of the VPM 100. It is automatically displayed on the detection device 200 to create a detection request,
The inspection request is carried out by the administrator for the detection process for the corresponding process is completed, the detection operation is completed, the process completion is displayed on the process table according to the completion of the detection operation detection using the virtual process module And automatic daily process control system through daily analysis of the construction daily.
The method of claim 1,
The automated field process management system
In the digital virtual site, the detection information about the small process unit 2D or 3D VPM is pre-populated.
When assembled according to the VPM construction sequence, the process table according to the VPM construction sequence is automatically created, the automatic field process management system through the AI analysis and construction daily report using the virtual process module.
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