Construction site automatic arrangement method based on generative adversarial network

Abstract

The invention discloses a construction site automatic arrangement method based on a generative adversarial network, and the method comprises the steps: obtaining a site contour from a top view of an actual construction site of a building, proposing a building contour, combining actual engineering data, inputting the contour into a generator of the generative adversarial network, and generating a construction site arrangement scheme of the building. And inputting the real construction site arrangement scheme of the building into a discriminator of the generative adversarial network to train a generator, and realizing automatic generation of the construction site arrangement scheme of the proposed building through the trained generative adversarial network. According to the method provided by the invention, the site arrangement party is automatically generated by utilizing a machine learning technology, a large number of feasible schemes can be quickly generated, manpower resources and time consumed for designing a construction site arrangement scheme are greatly reduced, and the safety and rationality of the generated scheme are guaranteed to a certain extent; and powerful technical support is provided for intelligent development of building construction.

Description

technical field [0001] The invention belongs to the field of construction, and more particularly, relates to an automatic layout method for construction sites based on a generative confrontation network. Background technique [0002] Construction site management and civilized construction are the main part of safe production, an important symbol of modern construction, and an inevitable requirement for realizing the vision of an intelligent chemical site in the future. To formulate a reasonable and comprehensive construction site layout plan has far-reaching significance for improving operation efficiency and ensuring project safety and quality. [0003] At present, the existing construction site layout methods are based on reference and compliance with national and local regulations, and rely on experience and intuitive feelings to arrange and divide the construction site. Although such a site layout scheme can meet the minimum requirements of the project for safety, there...

AI Technical Summary

Problems solved by technology

[0004] Aiming at the above defects or improvement needs of the prior art, the present invention provides an automatic construction site layout method based on a generative confrontation network, thereby solving the technical problems of the existing construction site layout method relying on manual experience and low efficiency

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