AI-Enhanced Safety Evaluation for Tunnelling in Rock

Know about the book -

AI-Enhanced Safety Evaluation for Tunnelling in Rock is written by Jiayao Chen and published by CRC Press. It's available with International Standard Book Number or ISBN identification 104045366X (ISBN 10) and 9781040453667 (ISBN 13).

Artificial intelligence (AI) techniques for rock tunnel construction offer innovative solutions for assessing rock mass quality and ensuring excavation safety in challenging geological conditions. Both cutting-edge contact methods and noncontact methods such as digital photography can provide continuous geological data during excavation. Then, advanced deep learning algorithms for precise characterization of rock face features, along with pioneering multisource 3D data fusion modelling, can enable refined rock mass classification and sophisticated safety evaluation techniques tailored to complex geological environments. By integrating machine vision and intelligent algorithms with rigorous statistical analysis and machine learning models, this book provides practical and refined solutions for the construction industry. It offers improved safety, efficiency, and reliability for tunnel projects and serves as a valuable reference for graduate students and academics.