Experience in the use of artificial intelligence in the construction expertise of the working documentation "Metal structures" and "Metal detailed structures"
Abstract
Experience in the use of artificial intelligence in the construction expertise of the working documentation "Metal structures" and "Metal detailed structures"
Incoming article date: 23.12.2024The paper considers the experience of using neural networks in construction. The widespread coverage of AI success in various areas of construction has led to an increase in business and public interest in the successful implementation of AI in various construction areas. Examples of the use of neural networks in the construction expertise of the working documentation "Metal structures" and "Metal detailed structures" are given. The process of solving the assigned tasks by an expert builder in comparison with the answers received by the neural network is described. A comparative analysis of the quality of the results obtained by the expert builder and artificial intelligence is given. As part of this study, the main algorithms for training neural networks that are applicable to solving the problem were analyzed. Particular attention is paid to algorithms capable of efficiently handling parameter variations and new configurations not represented in the training dataset. The use of these algorithms will provide increased accuracy when scaling the solution. A neural network forecast for this area of construction expertise is given.
Keywords: neural network, construction, construction expertise, expert builder, comparative analysis, training sample, neural network forecast