Application Analysis of BIM Technology and Neural Network Models in Subway Tunnel Design
This paper analyzes and discusses the application of BIM technology and neural network models in subway tunnel design.The results indicate that BIM technology enables digital management throughout the lifecycle of subway tunnels,including design,construction,and operation stages.Through BIM technology,designers can collaborate in real-time,simulate design scenarios,reduce design changes and conflicts,and improve design efficiency.In subway tunnel design,neural network models can be trained based on subway tunnel parameters,construction techniques and methods,structural safety monitoring data,etc.,to enhance design efficiency,optimize construction processes,and ensure structural safety.The combination of BIM technology and neural networks provides innovative solutions for the modernization and intelligence development of subway tunnels,with promising prospects for development.
NETL
NSTL
万方数据
