A building design method based on machine learning and a BIM technology

Abstract

The invention discloses a building design method based on machine learning and a BIM technology. The building design method comprises the following steps that 1, design parameters are selected; 2, establishing an intelligent design model; 3, training an intelligent design model sample; 4, quantifying building functions; 5, an intelligent design model design stage; 6, generating a BIM model; 7, scheme selection; 8, scheme evaluation and optimization; 9, generating a construction drawing; According to the method, the limitation of a traditional building design method is broken through, the optimization and high efficiency of machine learning and the informatization and visualization characteristics of the BIM technology are combined, the problem of unreasonable design of the traditional design method is reduced, and the building design efficiency and product quality are improved; Meanwhile, the building users can express the design requirements of the building users more directly, the participation degree of the building users in the building design stage is increased, and a design team and the building users are better helped to cooperate to complete project design.

Description

Technical field [0001] The invention belongs to the field of architectural design methods, and specifically relates to an architectural design method based on machine learning and BIM technology. Background technique [0002] Machine learning is a science and technology that enables computers to automatically analyze and obtain rules from a type of data by establishing appropriate algorithms, and use the rules to predict unknown data. The decision tree algorithm is a data model that predicts or classifies future situations by constructing a decision tree based on the known probability of occurrence of various situations. It is the most common and basic prediction and classification model in machine learning. [0003] Building Information Modeling (hereinafter referred to as BIM), in simple terms, refers to information models related to construction projects based on the same standard that can integrate the entire life cycle from the building design stage to the operation and mainte...

AI Technical Summary

Problems solved by technology

[0004] At present, the traditional architectural design method starts from the designer, from conception, drawing to drawing, but this design method has many disadvantages, including problems such as unreasonable design and low participation of building users

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