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Road engineering construction management method and system based on artificial intelligence

A technology for road engineering and construction management, applied in the direction of neural learning methods, data processing applications, instruments, etc., can solve problems such as low construction efficiency and unreasonable planning of construction tracks, so as to improve efficiency, facilitate progress correction processing, and reasonable construction tracks Effect

Active Publication Date: 2021-12-03
江苏正金建筑装饰工程有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In order to solve the problem of low construction efficiency caused by the unreasonable planning of the construction track in the existing management method, the purpose of the present invention is to provide a road engineering construction management method and system based on artificial intelligence, and the adopted technical scheme is as follows:

Method used

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  • Road engineering construction management method and system based on artificial intelligence
  • Road engineering construction management method and system based on artificial intelligence
  • Road engineering construction management method and system based on artificial intelligence

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Embodiment 1

[0056] see figure 1 , which shows a flowchart of an artificial intelligence-based road engineering construction management method provided by an embodiment of the present invention, the method includes the following steps:

[0057] Step S10, obtain the overall image of the area to be operated in the project as an initial image; perform binarization on the initial image to obtain a binary image of the area to be operated, and the pixel value of the pixel in the area to be operated in the binary image is the first One pixel value, the pixel value of the pixel point in the non-operation area in the binary image is the second pixel value; the pixel value of the corresponding position pixel point in the initial image and the area to be operated in the binary image is multiplied to obtain the project to be processed Image of the work area.

[0058] It is understandable that the initial image acquisition method in this step is: the unmanned aerial vehicle equipped with an RGB-D came...

Embodiment 2

[0123] This embodiment proposes a road engineering construction management system based on artificial intelligence, including a memory and a processor, and a computer program running on the memory and on the processor, the processor is coupled with the memory, and the processor implements the computer program when executing the computer program. The artificial intelligence-based road engineering construction management method in embodiment 1.

[0124] Such as Figure 4 The device 600 of the road engineering construction management system composed of specific hardware is shown, and the device may include a CPU 611, which may be a general-purpose CPU, a dedicated CPU, or other execution units for information processing and program execution. Further, the device 600 may also include a large-capacity memory 612 and / or a read-only memory ROM613, wherein the large-capacity memory 612 may be configured to store various types of data, including image data, algorithm data, intermediate...

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Abstract

The present invention relates to a road engineering construction management method and system based on artificial intelligence. The method includes: taking the image of the project area to be operated and the image of the set standard basic function operation area as a group of input images, and inputting them to the first branch that has been trained The neural network outputs the first generated image, and performs several cyclical steps, each cyclical step is: each i-th generated image output by the first branch neural network in the last cyclical step and the image of the standard basic function operation area are used as a group of inputs respectively The image is input to the first branch neural network, and each i+1th generated image is output, and a Gth generated image that meets the set conditions is selected as the predicted operation area trajectory to generate an image; the center of each basic function operation area in the image is Points are nodes, one of the nodes is selected as the initial node, and the initial predicted road construction trajectory is determined based on the single-source shortest path algorithm using the initial node and the remaining nodes.

Description

technical field [0001] The invention relates to the fields of artificial intelligence and engineering management, in particular to an artificial intelligence-based road engineering construction management method and system. Background technique [0002] In the existing technology, it is usually necessary to plan the road project construction trajectory in the construction area, and the construction personnel will carry out the construction according to the planned trajectory. Regularly survey the construction progress, estimate the progress deviation between the construction progress and the planned track, and choose the appropriate management method according to the progress deviation, and carry out deviation correction, such as improving the organizational structure and work process, to speed up the construction progress. [0003] The defect of this management method is that the pre-planned construction trajectory is unreasonable, that is, the construction trajectory is of...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/06G06Q50/08G06K9/34G06N3/04G06N3/08
CPCG06Q10/06314G06Q50/08G06N3/04G06N3/08
Inventor 王闪
Owner 江苏正金建筑装饰工程有限公司