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Physical-data-driven intelligent shear wall building structure design method and device

A structural design and data-driven technology, applied in neural learning methods, design optimization/simulation, electrical digital data processing, etc., can solve problems such as the inability to learn physical laws and data experience, low referenceability of structural design results, etc., to improve efficiency effect

Active Publication Date: 2022-04-19
TSINGHUA UNIV
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Problems solved by technology

[0005] The present invention provides a physical-data-driven intelligent shear wall building structure design method and device to solve the problem that the shear wall building structure design method in the prior art cannot simultaneously learn physical laws and data experience through intelligent algorithms, resulting in Defects of low referenceability of structural design results

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  • Physical-data-driven intelligent shear wall building structure design method and device

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Embodiment Construction

[0043] To make the object, technical scheme and advantages of the present invention more clear, the following will be combined with the accompanying drawings of the present invention, the technical solution of the present invention will be clearly and completely described, obviously, the described embodiments are part of the embodiments of the present invention, not all embodiments. Based on embodiments in the present invention, all other embodiments obtained by those of ordinary skill in the art without making creative labor, are within the scope of protection of the present invention.

[0044] Figure 1 and Figure 2 The present invention provides a physical - data-driven intelligent shear wall building structure design method, the method comprising:

[0045] S110: Obtain the text of the architectural design and basic conditions to be processed;

[0046] S120: The architectural design drawing and the basic condition text are entered into the structural design model to obtain the...

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Abstract

The present invention provides a physical-data-driven intelligent shear wall architectural structure design method and device. The method includes: obtaining architectural design drawings and basic condition texts to be processed; inputting architectural design drawings and basic condition texts into the structural design model, Obtain the structural design drawing; wherein, the structural design model is obtained by performing structural design drawing generation ability training and physical performance optimization training on the physical-data-driven generative confrontation network; the structural design drawing and architectural design drawing are vectorized to obtain the shear wall The result of the structural design of the building. The physical-data-driven intelligent shear wall building structure design method and device provided by the present invention, through the physical-data-driven generative confrontation network for structural design drawing generation ability training and physical performance optimization, the structural design model obtained can be based on Architectural design drawings and basic condition texts generate structural design drawings that better meet actual design requirements, improving the efficiency and reliability of structural design.

Description

Technical field [0001] The present invention relates to the field of building structure design and machine learning technology, in particular to a physical - data-driven intelligent shear wall building structure design method and apparatus. Background [0002] At present, the structural scheme design of shear wall buildings is generally completed by experienced engineers, due to the excessive dependence of manual design methods on professional experience, it is difficult to effectively promote the application, and the manual design process is time-consuming and labor-intensive, the degree of intelligence is insufficient, and the efficiency is low. In order to meet the rapid development needs of intelligent construction, intelligent structural design methods came into being. [0003] However, because the physical laws of structural design are mainly expressed through formulas, texts and other complex forms, which are significantly different from the expression of image data, the ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F30/13G06F30/27G06N3/04G06N3/08G06F119/14
CPCG06F30/13G06F30/27G06N3/08G06F2119/14G06N3/047G06F30/00
Inventor 陆新征廖文杰郑哲田源
Owner TSINGHUA UNIV
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